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Prediction of homo- and hetero-protein complexes by protein docking and template-based modeling: a CASP-CAPRI experiment.

Identifieur interne : 000127 ( Main/Merge ); précédent : 000126; suivant : 000128

Prediction of homo- and hetero-protein complexes by protein docking and template-based modeling: a CASP-CAPRI experiment.

Auteurs : Marc F. Lensink [France] ; Sameer Velankar [Royaume-Uni] ; Andriy Kryshtafovych [États-Unis] ; Shen-You Huang [États-Unis] ; Dina Schneidman-Duhovny [États-Unis] ; Andrej Sali [États-Unis] ; Joan Segura [Espagne] ; Narcis Fernandez-Fuentes [Royaume-Uni] ; Shruthi Viswanath [États-Unis] ; Ron Elber [États-Unis] ; Sergei Grudinin [France] ; Petr Popov [France] ; Emilie Neveu [France] ; Hasup Lee [Corée du Sud] ; Minkyung Baek [Corée du Sud] ; Sangwoo Park [Corée du Sud] ; Lim Heo [Corée du Sud] ; Gyu Rie Lee [Corée du Sud] ; Chaok Seok [Corée du Sud] ; Sanbo Qin [États-Unis] ; Huan-Xiang Zhou [États-Unis] ; David W. Ritchie [France] ; Bernard Maigret [France] ; Marie-Dominique Devignes [France] ; Anisah Ghoorah ; Mieczyslaw Torchala [Royaume-Uni] ; Raphaël A G. Chaleil [Royaume-Uni] ; Paul A. Bates [Royaume-Uni] ; Efrat Ben-Zeev [Israël] ; Miriam Eisenstein [Israël] ; Surendra S. Negi [États-Unis] ; Zhiping Weng [États-Unis] ; Thom Vreven [États-Unis] ; Brian G. Pierce [États-Unis] ; Tyler M. Borrman [États-Unis] ; Jinchao Yu [États-Unis] ; Françoise Ochsenbein [États-Unis] ; Raphaël Guerois [États-Unis] ; Anna Vangone [France] ; João P G L M. Rodrigues [France] ; Gydo Van Zundert [France] ; Mehdi Nellen [France] ; Li Xue [France] ; Ezgi Karaca [France] ; Adrien S J. Melquiond [France] ; Koen Visscher [France] ; Panagiotis L. Kastritis [France] ; Alexandre M J J. Bonvin [France] ; Xianjin Xu [Pays-Bas] ; Liming Qiu [Pays-Bas] ; Chengfei Yan [Pays-Bas] ; Jilong Li [États-Unis] ; Zhiwei Ma [Pays-Bas] ; Jianlin Cheng [États-Unis] ; Xiaoqin Zou [Pays-Bas] ; Yang Shen [États-Unis] ; Lenna X. Peterson [États-Unis] ; Hyung-Rae Kim [États-Unis] ; Amit Roy [États-Unis] ; Xusi Han [États-Unis] ; Juan Esquivel-Rodriguez [États-Unis] ; Daisuke Kihara [États-Unis] ; Xiaofeng Yu [États-Unis] ; Neil J. Bruce [États-Unis] ; Jonathan C. Fuller [États-Unis] ; Rebecca C. Wade [États-Unis] ; Ivan Anishchenko [Allemagne] ; Petras J. Kundrotas [Allemagne] ; Ilya A. Vakser [Allemagne] ; Kenichiro Imai [États-Unis] ; Kazunori Yamada [États-Unis] ; Toshiyuki Oda [États-Unis] ; Tsukasa Nakamura [Japon] ; Kentaro Tomii [États-Unis] ; Chiara Pallara [Japon] ; Miguel Romero-Durana [Japon] ; Brian Jiménez-García [Japon] ; Iain H. Moal [Espagne] ; Juan Férnandez-Recio [Espagne] ; Jong Young Joung [Corée du Sud] ; Jong Yun Kim [Corée du Sud] ; Keehyoung Joo [Corée du Sud] ; Jooyoung Lee [Corée du Sud] ; Dima Kozakov [États-Unis] ; Sandor Vajda [États-Unis] ; Scott Mottarella [États-Unis] ; David R. Hall [États-Unis] ; Dmitri Beglov [États-Unis] ; Artem Mamonov [États-Unis] ; Bing Xia [États-Unis] ; Tanggis Bohnuud [États-Unis] ; Carlos A. Del Carpio [États-Unis] ; Eichiro Ichiishi [Japon] ; Nicholas Marze [États-Unis] ; Daisuke Kuroda [États-Unis] ; Shourya S. Roy Burman [États-Unis] ; Jeffrey J. Gray [États-Unis] ; Edrisse Chermak [Arabie saoudite] ; Luigi Cavallo [Arabie saoudite] ; Romina Oliva [Italie] ; Andrey Tovchigrechko [États-Unis] ; Shoshana J. Wodak [Canada]

Source :

RBID : pubmed:27122118

English descriptors

Abstract

We present the results for CAPRI Round 30, the first joint CASP-CAPRI experiment, which brought together experts from the protein structure prediction and protein-protein docking communities. The Round comprised 25 targets from amongst those submitted for the CASP11 prediction experiment of 2014. The targets included mostly homodimers, a few homotetramers, and two heterodimers, and comprised protein chains that could readily be modeled using templates from the Protein Data Bank. On average 24 CAPRI groups and 7 CASP groups submitted docking predictions for each target, and 12 CAPRI groups per target participated in the CAPRI scoring experiment. In total more than 9500 models were assessed against the 3D structures of the corresponding target complexes. Results show that the prediction of homodimer assemblies by homology modeling techniques and docking calculations is quite successful for targets featuring large enough subunit interfaces to represent stable associations. Targets with ambiguous or inaccurate oligomeric state assignments, often featuring crystal contact-sized interfaces, represented a confounding factor. For those, a much poorer prediction performance was achieved, while nonetheless often providing helpful clues on the correct oligomeric state of the protein. The prediction performance was very poor for genuine tetrameric targets, where the inaccuracy of the homology-built subunit models and the smaller pair-wise interfaces severely limited the ability to derive the correct assembly mode. Our analysis also shows that docking procedures tend to perform better than standard homology modeling techniques and that highly accurate models of the protein components are not always required to identify their association modes with acceptable accuracy. This article is protected by copyright. All rights reserved.

Url:
DOI: 10.1002/prot.25007
PubMed: 27122118

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Le document en format XML

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<country xml:lang="fr">Israël</country>
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<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
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<name sortKey="Vreven, Thom" sort="Vreven, Thom" uniqKey="Vreven T" first="Thom" last="Vreven">Thom Vreven</name>
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<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605</wicri:regionArea>
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<name sortKey="Pierce, Brian G" sort="Pierce, Brian G" uniqKey="Pierce B" first="Brian G" last="Pierce">Brian G. Pierce</name>
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<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605</wicri:regionArea>
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<name sortKey="Borrman, Tyler M" sort="Borrman, Tyler M" uniqKey="Borrman T" first="Tyler M" last="Borrman">Tyler M. Borrman</name>
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<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605</wicri:regionArea>
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<name sortKey="Yu, Jinchao" sort="Yu, Jinchao" uniqKey="Yu J" first="Jinchao" last="Yu">Jinchao Yu</name>
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<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
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<name sortKey="Ochsenbein, Francoise" sort="Ochsenbein, Francoise" uniqKey="Ochsenbein F" first="Françoise" last="Ochsenbein">Françoise Ochsenbein</name>
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<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605</wicri:regionArea>
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<name sortKey="Guerois, Raphael" sort="Guerois, Raphael" uniqKey="Guerois R" first="Raphaël" last="Guerois">Raphaël Guerois</name>
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<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605</wicri:regionArea>
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<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<name sortKey="Rodrigues, Joao P G L M" sort="Rodrigues, Joao P G L M" uniqKey="Rodrigues J" first="João P G L M" last="Rodrigues">João P G L M. Rodrigues</name>
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<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<name sortKey="Van Zundert, Gydo" sort="Van Zundert, Gydo" uniqKey="Van Zundert G" first="Gydo" last="Van Zundert">Gydo Van Zundert</name>
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<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<name sortKey="Nellen, Mehdi" sort="Nellen, Mehdi" uniqKey="Nellen M" first="Mehdi" last="Nellen">Mehdi Nellen</name>
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<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<name sortKey="Xue, Li" sort="Xue, Li" uniqKey="Xue L" first="Li" last="Xue">Li Xue</name>
<affiliation wicri:level="3">
<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<name sortKey="Karaca, Ezgi" sort="Karaca, Ezgi" uniqKey="Karaca E" first="Ezgi" last="Karaca">Ezgi Karaca</name>
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<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<region type="region" nuts="2">Île-de-France</region>
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<name sortKey="Melquiond, Adrien S J" sort="Melquiond, Adrien S J" uniqKey="Melquiond A" first="Adrien S J" last="Melquiond">Adrien S J. Melquiond</name>
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<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<name sortKey="Visscher, Koen" sort="Visscher, Koen" uniqKey="Visscher K" first="Koen" last="Visscher">Koen Visscher</name>
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<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<name sortKey="Kastritis, Panagiotis L" sort="Kastritis, Panagiotis L" uniqKey="Kastritis P" first="Panagiotis L" last="Kastritis">Panagiotis L. Kastritis</name>
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<country xml:lang="fr">France</country>
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<name sortKey="Bonvin, Alexandre M J J" sort="Bonvin, Alexandre M J J" uniqKey="Bonvin A" first="Alexandre M J J" last="Bonvin">Alexandre M J J. Bonvin</name>
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<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<name sortKey="Xu, Xianjin" sort="Xu, Xianjin" uniqKey="Xu X" first="Xianjin" last="Xu">Xianjin Xu</name>
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<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
<country xml:lang="fr">Pays-Bas</country>
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<name sortKey="Qiu, Liming" sort="Qiu, Liming" uniqKey="Qiu L" first="Liming" last="Qiu">Liming Qiu</name>
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<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
<country xml:lang="fr">Pays-Bas</country>
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<name sortKey="Yan, Chengfei" sort="Yan, Chengfei" uniqKey="Yan C" first="Chengfei" last="Yan">Chengfei Yan</name>
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<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
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<name sortKey="Li, Jilong" sort="Li, Jilong" uniqKey="Li J" first="Jilong" last="Li">Jilong Li</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Physics and Astronomy, University of Missouri, Columbia, MO, 65211, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
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<name sortKey="Ma, Zhiwei" sort="Ma, Zhiwei" uniqKey="Ma Z" first="Zhiwei" last="Ma">Zhiwei Ma</name>
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<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
<country xml:lang="fr">Pays-Bas</country>
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<name sortKey="Cheng, Jianlin" sort="Cheng, Jianlin" uniqKey="Cheng J" first="Jianlin" last="Cheng">Jianlin Cheng</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Physics and Astronomy, University of Missouri, Columbia, MO, 65211, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Physics and Astronomy, University of Missouri, Columbia, MO, 65211</wicri:regionArea>
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<author>
<name sortKey="Zou, Xiaoqin" sort="Zou, Xiaoqin" uniqKey="Zou X" first="Xiaoqin" last="Zou">Xiaoqin Zou</name>
<affiliation wicri:level="4">
<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
<country xml:lang="fr">Pays-Bas</country>
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<name sortKey="Shen, Yang" sort="Shen, Yang" uniqKey="Shen Y" first="Yang" last="Shen">Yang Shen</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Biochemistry, University of Missouri, Columbia, MO, 65211, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Biochemistry, University of Missouri, Columbia, MO, 65211</wicri:regionArea>
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<name sortKey="Peterson, Lenna X" sort="Peterson, Lenna X" uniqKey="Peterson L" first="Lenna X" last="Peterson">Lenna X. Peterson</name>
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<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637</wicri:regionArea>
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<author>
<name sortKey="Kim, Hyung Rae" sort="Kim, Hyung Rae" uniqKey="Kim H" first="Hyung-Rae" last="Kim">Hyung-Rae Kim</name>
<affiliation wicri:level="1">
<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637</wicri:regionArea>
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<author>
<name sortKey="Roy, Amit" sort="Roy, Amit" uniqKey="Roy A" first="Amit" last="Roy">Amit Roy</name>
<affiliation wicri:level="1">
<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637</wicri:regionArea>
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<author>
<name sortKey="Han, Xusi" sort="Han, Xusi" uniqKey="Han X" first="Xusi" last="Han">Xusi Han</name>
<affiliation wicri:level="1">
<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637</wicri:regionArea>
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<author>
<name sortKey="Esquivel Rodriguez, Juan" sort="Esquivel Rodriguez, Juan" uniqKey="Esquivel Rodriguez J" first="Juan" last="Esquivel-Rodriguez">Juan Esquivel-Rodriguez</name>
<affiliation wicri:level="1">
<nlm:affiliation>Bioinformatics and Computational Biosciences Branch, Rocky Mountain Laboratories, National Institutes of Health, Hamilton, MT, 59840, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
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<name sortKey="Kihara, Daisuke" sort="Kihara, Daisuke" uniqKey="Kihara D" first="Daisuke" last="Kihara">Daisuke Kihara</name>
<affiliation wicri:level="1">
<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
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<author>
<name sortKey="Yu, Xiaofeng" sort="Yu, Xiaofeng" uniqKey="Yu X" first="Xiaofeng" last="Yu">Xiaofeng Yu</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Computer Science, Purdue University, West Lafayette, IN, 47907, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Computer Science, Purdue University, West Lafayette, IN, 47907</wicri:regionArea>
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<author>
<name sortKey="Bruce, Neil J" sort="Bruce, Neil J" uniqKey="Bruce N" first="Neil J" last="Bruce">Neil J. Bruce</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Computer Science, Purdue University, West Lafayette, IN, 47907, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
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<name sortKey="Fuller, Jonathan C" sort="Fuller, Jonathan C" uniqKey="Fuller J" first="Jonathan C" last="Fuller">Jonathan C. Fuller</name>
<affiliation wicri:level="1">
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<country xml:lang="fr">États-Unis</country>
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<author>
<name sortKey="Wade, Rebecca C" sort="Wade, Rebecca C" uniqKey="Wade R" first="Rebecca C" last="Wade">Rebecca C. Wade</name>
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<title xml:lang="en">Prediction of homo- and hetero-protein complexes by protein docking and template-based modeling: a CASP-CAPRI experiment.</title>
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<name sortKey="Kryshtafovych, Andriy" sort="Kryshtafovych, Andriy" uniqKey="Kryshtafovych A" first="Andriy" last="Kryshtafovych">Andriy Kryshtafovych</name>
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<nlm:affiliation>Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, 94158, USA.</nlm:affiliation>
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<nlm:affiliation>Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, 94158, USA.</nlm:affiliation>
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<wicri:regionArea>Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, 94158</wicri:regionArea>
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<nlm:affiliation>Department of Computer Science, University of Texas at Austin, Austin, TX, 78712, USA.</nlm:affiliation>
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<nlm:affiliation>LJK, University Grenoble Alpes, CNRS, 38000, Grenoble, France.</nlm:affiliation>
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<nlm:affiliation>LJK, University Grenoble Alpes, CNRS, 38000, Grenoble, France.</nlm:affiliation>
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<nlm:affiliation>LJK, University Grenoble Alpes, CNRS, 38000, Grenoble, France.</nlm:affiliation>
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<name sortKey="Lee, Hasup" sort="Lee, Hasup" uniqKey="Lee H" first="Hasup" last="Lee">Hasup Lee</name>
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<nlm:affiliation>Department of Chemistry, Seoul National University, Seoul, 151-747, Republic of Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
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<country xml:lang="fr">Corée du Sud</country>
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<nlm:affiliation>Department of Chemistry, Seoul National University, Seoul, 151-747, Republic of Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
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<nlm:affiliation>Department of Chemistry, Seoul National University, Seoul, 151-747, Republic of Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
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<nlm:affiliation>Department of Chemistry, Seoul National University, Seoul, 151-747, Republic of Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
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<nlm:affiliation>Department of Physics and Institute of Molecular Biophysics, Florida State University, Tallahassee, FL, 32306, USA.</nlm:affiliation>
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<country xml:lang="fr">États-Unis</country>
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<nlm:affiliation>Department of Chemical Research Support, Weizmann Institute of Science, Rehovot, 7610001, Israel.</nlm:affiliation>
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<name sortKey="Negi, Surendra S" sort="Negi, Surendra S" uniqKey="Negi S" first="Surendra S" last="Negi">Surendra S. Negi</name>
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<nlm:affiliation>Sealy Center for Structural Biology and Molecular Biophysics, University of Texas Medical Branch, 301 University Boulevard, Galveston, TX, 77555-0857, USA.</nlm:affiliation>
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<name sortKey="Weng, Zhiping" sort="Weng, Zhiping" uniqKey="Weng Z" first="Zhiping" last="Weng">Zhiping Weng</name>
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<name sortKey="Vreven, Thom" sort="Vreven, Thom" uniqKey="Vreven T" first="Thom" last="Vreven">Thom Vreven</name>
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<country xml:lang="fr">États-Unis</country>
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<name sortKey="Pierce, Brian G" sort="Pierce, Brian G" uniqKey="Pierce B" first="Brian G" last="Pierce">Brian G. Pierce</name>
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<name sortKey="Borrman, Tyler M" sort="Borrman, Tyler M" uniqKey="Borrman T" first="Tyler M" last="Borrman">Tyler M. Borrman</name>
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<country xml:lang="fr">États-Unis</country>
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<name sortKey="Yu, Jinchao" sort="Yu, Jinchao" uniqKey="Yu J" first="Jinchao" last="Yu">Jinchao Yu</name>
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<country xml:lang="fr">États-Unis</country>
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<name sortKey="Ochsenbein, Francoise" sort="Ochsenbein, Francoise" uniqKey="Ochsenbein F" first="Françoise" last="Ochsenbein">Françoise Ochsenbein</name>
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<country xml:lang="fr">États-Unis</country>
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<country xml:lang="fr">États-Unis</country>
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<name sortKey="Vangone, Anna" sort="Vangone, Anna" uniqKey="Vangone A" first="Anna" last="Vangone">Anna Vangone</name>
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<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
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<author>
<name sortKey="Rodrigues, Joao P G L M" sort="Rodrigues, Joao P G L M" uniqKey="Rodrigues J" first="João P G L M" last="Rodrigues">João P G L M. Rodrigues</name>
<affiliation wicri:level="3">
<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
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<author>
<name sortKey="Van Zundert, Gydo" sort="Van Zundert, Gydo" uniqKey="Van Zundert G" first="Gydo" last="Van Zundert">Gydo Van Zundert</name>
<affiliation wicri:level="3">
<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
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<author>
<name sortKey="Nellen, Mehdi" sort="Nellen, Mehdi" uniqKey="Nellen M" first="Mehdi" last="Nellen">Mehdi Nellen</name>
<affiliation wicri:level="3">
<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
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<author>
<name sortKey="Xue, Li" sort="Xue, Li" uniqKey="Xue L" first="Li" last="Xue">Li Xue</name>
<affiliation wicri:level="3">
<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
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<author>
<name sortKey="Karaca, Ezgi" sort="Karaca, Ezgi" uniqKey="Karaca E" first="Ezgi" last="Karaca">Ezgi Karaca</name>
<affiliation wicri:level="3">
<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
<wicri:regionArea>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette</wicri:regionArea>
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<region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
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<author>
<name sortKey="Melquiond, Adrien S J" sort="Melquiond, Adrien S J" uniqKey="Melquiond A" first="Adrien S J" last="Melquiond">Adrien S J. Melquiond</name>
<affiliation wicri:level="3">
<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
<wicri:regionArea>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette</wicri:regionArea>
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<region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
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<author>
<name sortKey="Visscher, Koen" sort="Visscher, Koen" uniqKey="Visscher K" first="Koen" last="Visscher">Koen Visscher</name>
<affiliation wicri:level="3">
<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
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<author>
<name sortKey="Kastritis, Panagiotis L" sort="Kastritis, Panagiotis L" uniqKey="Kastritis P" first="Panagiotis L" last="Kastritis">Panagiotis L. Kastritis</name>
<affiliation wicri:level="3">
<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
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<author>
<name sortKey="Bonvin, Alexandre M J J" sort="Bonvin, Alexandre M J J" uniqKey="Bonvin A" first="Alexandre M J J" last="Bonvin">Alexandre M J J. Bonvin</name>
<affiliation wicri:level="3">
<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
<wicri:regionArea>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette</wicri:regionArea>
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<region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
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<author>
<name sortKey="Xu, Xianjin" sort="Xu, Xianjin" uniqKey="Xu X" first="Xianjin" last="Xu">Xianjin Xu</name>
<affiliation wicri:level="4">
<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
<country xml:lang="fr">Pays-Bas</country>
<wicri:regionArea>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht</wicri:regionArea>
<placeName>
<settlement type="city">Utrecht</settlement>
<region nuts="2" type="province">Utrecht (province)</region>
</placeName>
<orgName type="university">Université d'Utrecht</orgName>
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<author>
<name sortKey="Qiu, Liming" sort="Qiu, Liming" uniqKey="Qiu L" first="Liming" last="Qiu">Liming Qiu</name>
<affiliation wicri:level="4">
<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
<country xml:lang="fr">Pays-Bas</country>
<wicri:regionArea>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht</wicri:regionArea>
<placeName>
<settlement type="city">Utrecht</settlement>
<region nuts="2" type="province">Utrecht (province)</region>
</placeName>
<orgName type="university">Université d'Utrecht</orgName>
</affiliation>
</author>
<author>
<name sortKey="Yan, Chengfei" sort="Yan, Chengfei" uniqKey="Yan C" first="Chengfei" last="Yan">Chengfei Yan</name>
<affiliation wicri:level="4">
<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
<country xml:lang="fr">Pays-Bas</country>
<wicri:regionArea>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht</wicri:regionArea>
<placeName>
<settlement type="city">Utrecht</settlement>
<region nuts="2" type="province">Utrecht (province)</region>
</placeName>
<orgName type="university">Université d'Utrecht</orgName>
</affiliation>
</author>
<author>
<name sortKey="Li, Jilong" sort="Li, Jilong" uniqKey="Li J" first="Jilong" last="Li">Jilong Li</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Physics and Astronomy, University of Missouri, Columbia, MO, 65211, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Physics and Astronomy, University of Missouri, Columbia, MO, 65211</wicri:regionArea>
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<author>
<name sortKey="Ma, Zhiwei" sort="Ma, Zhiwei" uniqKey="Ma Z" first="Zhiwei" last="Ma">Zhiwei Ma</name>
<affiliation wicri:level="4">
<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
<country xml:lang="fr">Pays-Bas</country>
<wicri:regionArea>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht</wicri:regionArea>
<placeName>
<settlement type="city">Utrecht</settlement>
<region nuts="2" type="province">Utrecht (province)</region>
</placeName>
<orgName type="university">Université d'Utrecht</orgName>
</affiliation>
</author>
<author>
<name sortKey="Cheng, Jianlin" sort="Cheng, Jianlin" uniqKey="Cheng J" first="Jianlin" last="Cheng">Jianlin Cheng</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Physics and Astronomy, University of Missouri, Columbia, MO, 65211, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Physics and Astronomy, University of Missouri, Columbia, MO, 65211</wicri:regionArea>
<wicri:noRegion>65211</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Zou, Xiaoqin" sort="Zou, Xiaoqin" uniqKey="Zou X" first="Xiaoqin" last="Zou">Xiaoqin Zou</name>
<affiliation wicri:level="4">
<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
<country xml:lang="fr">Pays-Bas</country>
<wicri:regionArea>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht</wicri:regionArea>
<placeName>
<settlement type="city">Utrecht</settlement>
<region nuts="2" type="province">Utrecht (province)</region>
</placeName>
<orgName type="university">Université d'Utrecht</orgName>
</affiliation>
</author>
<author>
<name sortKey="Shen, Yang" sort="Shen, Yang" uniqKey="Shen Y" first="Yang" last="Shen">Yang Shen</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Biochemistry, University of Missouri, Columbia, MO, 65211, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Biochemistry, University of Missouri, Columbia, MO, 65211</wicri:regionArea>
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</affiliation>
</author>
<author>
<name sortKey="Peterson, Lenna X" sort="Peterson, Lenna X" uniqKey="Peterson L" first="Lenna X" last="Peterson">Lenna X. Peterson</name>
<affiliation wicri:level="1">
<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637</wicri:regionArea>
<wicri:noRegion>60637</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Kim, Hyung Rae" sort="Kim, Hyung Rae" uniqKey="Kim H" first="Hyung-Rae" last="Kim">Hyung-Rae Kim</name>
<affiliation wicri:level="1">
<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637</wicri:regionArea>
<wicri:noRegion>60637</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Roy, Amit" sort="Roy, Amit" uniqKey="Roy A" first="Amit" last="Roy">Amit Roy</name>
<affiliation wicri:level="1">
<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637</wicri:regionArea>
<wicri:noRegion>60637</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Han, Xusi" sort="Han, Xusi" uniqKey="Han X" first="Xusi" last="Han">Xusi Han</name>
<affiliation wicri:level="1">
<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637</wicri:regionArea>
<wicri:noRegion>60637</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Esquivel Rodriguez, Juan" sort="Esquivel Rodriguez, Juan" uniqKey="Esquivel Rodriguez J" first="Juan" last="Esquivel-Rodriguez">Juan Esquivel-Rodriguez</name>
<affiliation wicri:level="1">
<nlm:affiliation>Bioinformatics and Computational Biosciences Branch, Rocky Mountain Laboratories, National Institutes of Health, Hamilton, MT, 59840, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Bioinformatics and Computational Biosciences Branch, Rocky Mountain Laboratories, National Institutes of Health, Hamilton, MT, 59840</wicri:regionArea>
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</affiliation>
</author>
<author>
<name sortKey="Kihara, Daisuke" sort="Kihara, Daisuke" uniqKey="Kihara D" first="Daisuke" last="Kihara">Daisuke Kihara</name>
<affiliation wicri:level="1">
<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637</wicri:regionArea>
<wicri:noRegion>60637</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Yu, Xiaofeng" sort="Yu, Xiaofeng" uniqKey="Yu X" first="Xiaofeng" last="Yu">Xiaofeng Yu</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Computer Science, Purdue University, West Lafayette, IN, 47907, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Computer Science, Purdue University, West Lafayette, IN, 47907</wicri:regionArea>
<wicri:noRegion>47907</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Bruce, Neil J" sort="Bruce, Neil J" uniqKey="Bruce N" first="Neil J" last="Bruce">Neil J. Bruce</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Computer Science, Purdue University, West Lafayette, IN, 47907, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Computer Science, Purdue University, West Lafayette, IN, 47907</wicri:regionArea>
<wicri:noRegion>47907</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Fuller, Jonathan C" sort="Fuller, Jonathan C" uniqKey="Fuller J" first="Jonathan C" last="Fuller">Jonathan C. Fuller</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Computer Science, Purdue University, West Lafayette, IN, 47907, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Computer Science, Purdue University, West Lafayette, IN, 47907</wicri:regionArea>
<wicri:noRegion>47907</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Wade, Rebecca C" sort="Wade, Rebecca C" uniqKey="Wade R" first="Rebecca C" last="Wade">Rebecca C. Wade</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Computer Science, Purdue University, West Lafayette, IN, 47907, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Computer Science, Purdue University, West Lafayette, IN, 47907</wicri:regionArea>
<wicri:noRegion>47907</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Anishchenko, Ivan" sort="Anishchenko, Ivan" uniqKey="Anishchenko I" first="Ivan" last="Anishchenko">Ivan Anishchenko</name>
<affiliation wicri:level="3">
<nlm:affiliation>Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany.</nlm:affiliation>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea>Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg</wicri:regionArea>
<placeName>
<region type="land" nuts="1">Bade-Wurtemberg</region>
<region type="district" nuts="2">District de Karlsruhe</region>
<settlement type="city">Heidelberg</settlement>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Kundrotas, Petras J" sort="Kundrotas, Petras J" uniqKey="Kundrotas P" first="Petras J" last="Kundrotas">Petras J. Kundrotas</name>
<affiliation wicri:level="3">
<nlm:affiliation>Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany.</nlm:affiliation>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea>Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg</wicri:regionArea>
<placeName>
<region type="land" nuts="1">Bade-Wurtemberg</region>
<region type="district" nuts="2">District de Karlsruhe</region>
<settlement type="city">Heidelberg</settlement>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Vakser, Ilya A" sort="Vakser, Ilya A" uniqKey="Vakser I" first="Ilya A" last="Vakser">Ilya A. Vakser</name>
<affiliation wicri:level="3">
<nlm:affiliation>Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany.</nlm:affiliation>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea>Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg</wicri:regionArea>
<placeName>
<region type="land" nuts="1">Bade-Wurtemberg</region>
<region type="district" nuts="2">District de Karlsruhe</region>
<settlement type="city">Heidelberg</settlement>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Imai, Kenichiro" sort="Imai, Kenichiro" uniqKey="Imai K" first="Kenichiro" last="Imai">Kenichiro Imai</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Molecular Biosciences, The University of Kansas, Lawrence, KS, 66047, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Molecular Biosciences, The University of Kansas, Lawrence, KS, 66047</wicri:regionArea>
<orgName type="university">Université du Kansas</orgName>
<placeName>
<settlement type="city">Lawrence (Kansas)</settlement>
<region type="state">Kansas</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Yamada, Kazunori" sort="Yamada, Kazunori" uniqKey="Yamada K" first="Kazunori" last="Yamada">Kazunori Yamada</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Molecular Biosciences, The University of Kansas, Lawrence, KS, 66047, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Molecular Biosciences, The University of Kansas, Lawrence, KS, 66047</wicri:regionArea>
<orgName type="university">Université du Kansas</orgName>
<placeName>
<settlement type="city">Lawrence (Kansas)</settlement>
<region type="state">Kansas</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Oda, Toshiyuki" sort="Oda, Toshiyuki" uniqKey="Oda T" first="Toshiyuki" last="Oda">Toshiyuki Oda</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Molecular Biosciences, The University of Kansas, Lawrence, KS, 66047, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Molecular Biosciences, The University of Kansas, Lawrence, KS, 66047</wicri:regionArea>
<orgName type="university">Université du Kansas</orgName>
<placeName>
<settlement type="city">Lawrence (Kansas)</settlement>
<region type="state">Kansas</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Nakamura, Tsukasa" sort="Nakamura, Tsukasa" uniqKey="Nakamura T" first="Tsukasa" last="Nakamura">Tsukasa Nakamura</name>
<affiliation wicri:level="1">
<nlm:affiliation>Computational Biology Research Center (CBRC), National Institute of Advanced Industrial Science and Technology (AIST), Koto-ku, Japan.</nlm:affiliation>
<country xml:lang="fr">Japon</country>
<wicri:regionArea>Computational Biology Research Center (CBRC), National Institute of Advanced Industrial Science and Technology (AIST), Koto-ku</wicri:regionArea>
<wicri:noRegion>Koto-ku</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Tomii, Kentaro" sort="Tomii, Kentaro" uniqKey="Tomii K" first="Kentaro" last="Tomii">Kentaro Tomii</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Molecular Biosciences, The University of Kansas, Lawrence, KS, 66047, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
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<nlm:affiliation>Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, 21218, USA.</nlm:affiliation>
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<nlm:affiliation>Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, 21218, USA.</nlm:affiliation>
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<nlm:affiliation>King Abdullah University of Science and Technology, Saudi Arabia.</nlm:affiliation>
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<name sortKey="Oliva, Romina" sort="Oliva, Romina" uniqKey="Oliva R" first="Romina" last="Oliva">Romina Oliva</name>
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<nlm:affiliation>University of Naples "Parthenope", Italy.</nlm:affiliation>
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<name sortKey="Tovchigrechko, Andrey" sort="Tovchigrechko, Andrey" uniqKey="Tovchigrechko A" first="Andrey" last="Tovchigrechko">Andrey Tovchigrechko</name>
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<nlm:affiliation>J. Craig Venter Institute, 9704 Medical Center Drive, Rockville, MD, 20850, USA.</nlm:affiliation>
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<name sortKey="Wodak, Shoshana J" sort="Wodak, Shoshana J" uniqKey="Wodak S" first="Shoshana J" last="Wodak">Shoshana J. Wodak</name>
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<nlm:affiliation>Departments of Biochemistry and Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.</nlm:affiliation>
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<title level="j">Proteins</title>
<idno type="eISSN">1097-0134</idno>
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<div type="abstract" xml:lang="en">We present the results for CAPRI Round 30, the first joint CASP-CAPRI experiment, which brought together experts from the protein structure prediction and protein-protein docking communities. The Round comprised 25 targets from amongst those submitted for the CASP11 prediction experiment of 2014. The targets included mostly homodimers, a few homotetramers, and two heterodimers, and comprised protein chains that could readily be modeled using templates from the Protein Data Bank. On average 24 CAPRI groups and 7 CASP groups submitted docking predictions for each target, and 12 CAPRI groups per target participated in the CAPRI scoring experiment. In total more than 9500 models were assessed against the 3D structures of the corresponding target complexes. Results show that the prediction of homodimer assemblies by homology modeling techniques and docking calculations is quite successful for targets featuring large enough subunit interfaces to represent stable associations. Targets with ambiguous or inaccurate oligomeric state assignments, often featuring crystal contact-sized interfaces, represented a confounding factor. For those, a much poorer prediction performance was achieved, while nonetheless often providing helpful clues on the correct oligomeric state of the protein. The prediction performance was very poor for genuine tetrameric targets, where the inaccuracy of the homology-built subunit models and the smaller pair-wise interfaces severely limited the ability to derive the correct assembly mode. Our analysis also shows that docking procedures tend to perform better than standard homology modeling techniques and that highly accurate models of the protein components are not always required to identify their association modes with acceptable accuracy. This article is protected by copyright. All rights reserved.</div>
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<author>
<name sortKey="Oliva, Romina" sort="Oliva, Romina" uniqKey="Oliva R" first="Romina" last="Oliva">Romina Oliva</name>
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<orgName>University of Naples</orgName>
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</hal:affiliation>
<country>Italie</country>
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<name sortKey="Tovchigrechko, Andrey" sort="Tovchigrechko, Andrey" uniqKey="Tovchigrechko A" first="Andrey" last="Tovchigrechko">Andrey Tovchigrechko</name>
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<orgName>J Craig Venter Institute</orgName>
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<ref type="url">http://www.jcvi.org/</ref>
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</hal:affiliation>
<country>États-Unis</country>
</affiliation>
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<author>
<name sortKey="Wodak, Shoshana J" sort="Wodak, Shoshana J" uniqKey="Wodak S" first="Shoshana J" last="Wodak">Shoshana J. Wodak</name>
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<orgName>Structural Biology Research Center, VIB, 1050 Brussels, Belgium</orgName>
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<country>France</country>
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<idno type="DOI">10.1002/prot.25007</idno>
<series>
<title level="j">Proteins - Structure, Function and Bioinformatics</title>
<idno type="ISSN">0887-3585</idno>
<imprint>
<date type="datePub">2016-02-02</date>
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<term>Bioinformatics</term>
<term>Blind prediction</term>
<term>CAPRI</term>
<term>CASP</term>
<term>Oligomer State</term>
<term>Protein docking</term>
<term>Protein interaction</term>
<term>Protein structure</term>
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<front>
<div type="abstract" xml:lang="en">We present the results for CAPRI Round 30, the first joint CASP-CAPRI experiment, which brought together experts from the protein structure prediction and protein-protein docking communities. The Round comprised 25 targets from amongst those submitted for the CASP11 prediction experiment of 2014. The targets included mostly homodimers, a few homotetramers, and two heterodimers, and comprised protein chains that could readily be modeled using templates from the Protein Data Bank. On average 24 CAPRI groups and 7 CASP groups submitted docking predictions for each target, and 12 CAPRI groups per target participated in the CAPRI scoring experiment. In total more than 9500 models were assessed against the 3D structures of the corresponding target complexes. Results show that the prediction of homodimer assemblies by homology modeling techniques and docking calculations is quite successful for targets featuring large enough subunit interfaces to represent stable associations. Targets with ambiguous or inaccurate oligomeric state assignments, often featuring crystal contact-sized interfaces, represented a confounding factor. For those, a much poorer prediction performance was achieved, while nonetheless often providing helpful clues on the correct oligomeric state of the protein. The prediction performance was very poor for genuine tetrameric targets, where the inaccuracy of the homology-built subunit models and the smaller pair-wise interfaces severely limited the ability to derive the correct assembly mode. Our analysis also shows that docking procedures tend to perform better than standard homology modeling techniques and that highly accurate models of the protein components are not always required to identify their association modes with acceptable accuracy. This article is protected by copyright. All rights reserved.</div>
</front>
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<title xml:lang="en">Prediction of homo- and hetero-protein complexes by protein docking and template-based modeling: a CASP-CAPRI experiment.</title>
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<name sortKey="Lensink, Marc F" sort="Lensink, Marc F" uniqKey="Lensink M" first="Marc F" last="Lensink">Marc F. Lensink</name>
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<nlm:affiliation>University Lille, CNRS UMR8576 UGSF, F-59000, Lille, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
<wicri:regionArea>University Lille, CNRS UMR8576 UGSF, F-59000, Lille</wicri:regionArea>
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<name sortKey="Velankar, Sameer" sort="Velankar, Sameer" uniqKey="Velankar S" first="Sameer" last="Velankar">Sameer Velankar</name>
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<nlm:affiliation>European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SD, United Kingdom.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Trust Genome Campus, Hinxton, Cambridge, CB10 1SD</wicri:regionArea>
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<name sortKey="Kryshtafovych, Andriy" sort="Kryshtafovych, Andriy" uniqKey="Kryshtafovych A" first="Andriy" last="Kryshtafovych">Andriy Kryshtafovych</name>
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<nlm:affiliation>Genome Center, University of California, Davis, CA, 95616, USA.</nlm:affiliation>
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<wicri:regionArea>Genome Center, University of California, Davis, CA, 95616</wicri:regionArea>
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<name sortKey="Huang, Shen You" sort="Huang, Shen You" uniqKey="Huang S" first="Shen-You" last="Huang">Shen-You Huang</name>
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<wicri:regionArea>Research Support Computing, University of Missouri Bioinformatics Consortium, and Department of Computer Science, University of Missouri, Columbia, MO, 65211</wicri:regionArea>
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<name sortKey="Schneidman Duhovny, Dina" sort="Schneidman Duhovny, Dina" uniqKey="Schneidman Duhovny D" first="Dina" last="Schneidman-Duhovny">Dina Schneidman-Duhovny</name>
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<nlm:affiliation>Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, 94158, USA.</nlm:affiliation>
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<wicri:regionArea>Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, 94158</wicri:regionArea>
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<name sortKey="Sali, Andrej" sort="Sali, Andrej" uniqKey="Sali A" first="Andrej" last="Sali">Andrej Sali</name>
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<nlm:affiliation>Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, 94158, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, 94158</wicri:regionArea>
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<name sortKey="Segura, Joan" sort="Segura, Joan" uniqKey="Segura J" first="Joan" last="Segura">Joan Segura</name>
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<country xml:lang="fr">Espagne</country>
<wicri:regionArea>GN7 of the National Institute for Bioinformatics (INB) and Biocomputing Unit, National Center of Biotechnology (CSIC), 28049, Madrid</wicri:regionArea>
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<nlm:affiliation>Institute of Biological, Environmental and Rural Sciences (IBERS), Aberystwyth University, SY233FG, Aberystwyth, United Kingdom.</nlm:affiliation>
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<wicri:regionArea>Institute of Biological, Environmental and Rural Sciences (IBERS), Aberystwyth University, SY233FG, Aberystwyth</wicri:regionArea>
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<name sortKey="Viswanath, Shruthi" sort="Viswanath, Shruthi" uniqKey="Viswanath S" first="Shruthi" last="Viswanath">Shruthi Viswanath</name>
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<nlm:affiliation>Department of Computer Science, University of Texas at Austin, Austin, TX, 78712, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Computer Science, University of Texas at Austin, Austin, TX, 78712</wicri:regionArea>
<orgName type="university">Université du Texas à Austin</orgName>
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<settlement type="city">Austin (Texas)</settlement>
<region type="state">Texas</region>
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<author>
<name sortKey="Elber, Ron" sort="Elber, Ron" uniqKey="Elber R" first="Ron" last="Elber">Ron Elber</name>
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<nlm:affiliation>Institute for Computational Engineering and Sciences, University of Texas at Austin, Austin, TX, 78712, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Institute for Computational Engineering and Sciences, University of Texas at Austin, Austin, TX, 78712</wicri:regionArea>
<orgName type="university">Université du Texas à Austin</orgName>
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<settlement type="city">Austin (Texas)</settlement>
<region type="state">Texas</region>
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<name sortKey="Grudinin, Sergei" sort="Grudinin, Sergei" uniqKey="Grudinin S" first="Sergei" last="Grudinin">Sergei Grudinin</name>
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<nlm:affiliation>LJK, University Grenoble Alpes, CNRS, 38000, Grenoble, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
<wicri:regionArea>LJK, University Grenoble Alpes, CNRS, 38000, Grenoble</wicri:regionArea>
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<region type="region" nuts="2">Auvergne-Rhône-Alpes</region>
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<settlement type="city">Grenoble</settlement>
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<name sortKey="Popov, Petr" sort="Popov, Petr" uniqKey="Popov P" first="Petr" last="Popov">Petr Popov</name>
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<nlm:affiliation>LJK, University Grenoble Alpes, CNRS, 38000, Grenoble, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
<wicri:regionArea>LJK, University Grenoble Alpes, CNRS, 38000, Grenoble</wicri:regionArea>
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<region type="region" nuts="2">Auvergne-Rhône-Alpes</region>
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<name sortKey="Neveu, Emilie" sort="Neveu, Emilie" uniqKey="Neveu E" first="Emilie" last="Neveu">Emilie Neveu</name>
<affiliation wicri:level="3">
<nlm:affiliation>LJK, University Grenoble Alpes, CNRS, 38000, Grenoble, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
<wicri:regionArea>LJK, University Grenoble Alpes, CNRS, 38000, Grenoble</wicri:regionArea>
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<name sortKey="Lee, Hasup" sort="Lee, Hasup" uniqKey="Lee H" first="Hasup" last="Lee">Hasup Lee</name>
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<nlm:affiliation>Department of Chemistry, Seoul National University, Seoul, 151-747, Republic of Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
<wicri:regionArea>Department of Chemistry, Seoul National University, Seoul, 151-747</wicri:regionArea>
<orgName type="university">Université nationale de Séoul</orgName>
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<settlement type="city">Séoul</settlement>
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<name sortKey="Baek, Minkyung" sort="Baek, Minkyung" uniqKey="Baek M" first="Minkyung" last="Baek">Minkyung Baek</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Chemistry, Seoul National University, Seoul, 151-747, Republic of Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
<wicri:regionArea>Department of Chemistry, Seoul National University, Seoul, 151-747</wicri:regionArea>
<orgName type="university">Université nationale de Séoul</orgName>
<placeName>
<settlement type="city">Séoul</settlement>
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<author>
<name sortKey="Park, Sangwoo" sort="Park, Sangwoo" uniqKey="Park S" first="Sangwoo" last="Park">Sangwoo Park</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Chemistry, Seoul National University, Seoul, 151-747, Republic of Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
<wicri:regionArea>Department of Chemistry, Seoul National University, Seoul, 151-747</wicri:regionArea>
<orgName type="university">Université nationale de Séoul</orgName>
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<settlement type="city">Séoul</settlement>
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<name sortKey="Heo, Lim" sort="Heo, Lim" uniqKey="Heo L" first="Lim" last="Heo">Lim Heo</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Chemistry, Seoul National University, Seoul, 151-747, Republic of Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
<wicri:regionArea>Department of Chemistry, Seoul National University, Seoul, 151-747</wicri:regionArea>
<orgName type="university">Université nationale de Séoul</orgName>
<placeName>
<settlement type="city">Séoul</settlement>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Rie Lee, Gyu" sort="Rie Lee, Gyu" uniqKey="Rie Lee G" first="Gyu" last="Rie Lee">Gyu Rie Lee</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Chemistry, Seoul National University, Seoul, 151-747, Republic of Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
<wicri:regionArea>Department of Chemistry, Seoul National University, Seoul, 151-747</wicri:regionArea>
<orgName type="university">Université nationale de Séoul</orgName>
<placeName>
<settlement type="city">Séoul</settlement>
</placeName>
</affiliation>
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<author>
<name sortKey="Seok, Chaok" sort="Seok, Chaok" uniqKey="Seok C" first="Chaok" last="Seok">Chaok Seok</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Chemistry, Seoul National University, Seoul, 151-747, Republic of Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
<wicri:regionArea>Department of Chemistry, Seoul National University, Seoul, 151-747</wicri:regionArea>
<orgName type="university">Université nationale de Séoul</orgName>
<placeName>
<settlement type="city">Séoul</settlement>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Qin, Sanbo" sort="Qin, Sanbo" uniqKey="Qin S" first="Sanbo" last="Qin">Sanbo Qin</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Physics and Institute of Molecular Biophysics, Florida State University, Tallahassee, FL, 32306, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Physics and Institute of Molecular Biophysics, Florida State University, Tallahassee, FL, 32306</wicri:regionArea>
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</affiliation>
</author>
<author>
<name sortKey="Zhou, Huan Xiang" sort="Zhou, Huan Xiang" uniqKey="Zhou H" first="Huan-Xiang" last="Zhou">Huan-Xiang Zhou</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Physics and Institute of Molecular Biophysics, Florida State University, Tallahassee, FL, 32306, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Physics and Institute of Molecular Biophysics, Florida State University, Tallahassee, FL, 32306</wicri:regionArea>
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</author>
<author>
<name sortKey="Ritchie, David W" sort="Ritchie, David W" uniqKey="Ritchie D" first="David W" last="Ritchie">David W. Ritchie</name>
<affiliation wicri:level="3">
<nlm:affiliation>INRIA Nancy - Grand Est, 54600, Villers-lès-Nancy, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
<wicri:regionArea>INRIA Nancy - Grand Est, 54600, Villers-lès-Nancy</wicri:regionArea>
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<name sortKey="Maigret, Bernard" sort="Maigret, Bernard" uniqKey="Maigret B" first="Bernard" last="Maigret">Bernard Maigret</name>
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<nlm:affiliation>CNRS, LORIA, Campus Scientifique, BP 239, 54506, Vandœuvre-lès-Nancy, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
<wicri:regionArea>CNRS, LORIA, Campus Scientifique, BP 239, 54506, Vandœuvre-lès-Nancy</wicri:regionArea>
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<settlement type="city">Vandœuvre-lès-Nancy</settlement>
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<author>
<name sortKey="Devignes, Marie Dominique" sort="Devignes, Marie Dominique" uniqKey="Devignes M" first="Marie-Dominique" last="Devignes">Marie-Dominique Devignes</name>
<affiliation wicri:level="3">
<nlm:affiliation>CNRS, LORIA, Campus Scientifique, BP 239, 54506, Vandœuvre-lès-Nancy, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
<wicri:regionArea>CNRS, LORIA, Campus Scientifique, BP 239, 54506, Vandœuvre-lès-Nancy</wicri:regionArea>
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<settlement type="city">Vandœuvre-lès-Nancy</settlement>
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<name sortKey="Ghoorah, Anisah" sort="Ghoorah, Anisah" uniqKey="Ghoorah A" first="Anisah" last="Ghoorah">Anisah Ghoorah</name>
<affiliation>
<nlm:affiliation>Department of Computer Science and Engineering, University of Mauritius, Reduit, Mauritius.</nlm:affiliation>
<wicri:noCountry code="subField">Mauritius</wicri:noCountry>
</affiliation>
</author>
<author>
<name sortKey="Torchala, Mieczyslaw" sort="Torchala, Mieczyslaw" uniqKey="Torchala M" first="Mieczyslaw" last="Torchala">Mieczyslaw Torchala</name>
<affiliation wicri:level="1">
<nlm:affiliation>Biomolecular Modelling Laboratory, The Francis Crick Institute, Lincoln's Inn Fields Laboratory, London, WC2A 3LY, United Kingdom.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Biomolecular Modelling Laboratory, The Francis Crick Institute, Lincoln's Inn Fields Laboratory, London, WC2A 3LY</wicri:regionArea>
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</affiliation>
</author>
<author>
<name sortKey="Chaleil, Raphael A G" sort="Chaleil, Raphael A G" uniqKey="Chaleil R" first="Raphaël A G" last="Chaleil">Raphaël A G. Chaleil</name>
<affiliation wicri:level="1">
<nlm:affiliation>Biomolecular Modelling Laboratory, The Francis Crick Institute, Lincoln's Inn Fields Laboratory, London, WC2A 3LY, United Kingdom.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Biomolecular Modelling Laboratory, The Francis Crick Institute, Lincoln's Inn Fields Laboratory, London, WC2A 3LY</wicri:regionArea>
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</affiliation>
</author>
<author>
<name sortKey="Bates, Paul A" sort="Bates, Paul A" uniqKey="Bates P" first="Paul A" last="Bates">Paul A. Bates</name>
<affiliation wicri:level="1">
<nlm:affiliation>Biomolecular Modelling Laboratory, The Francis Crick Institute, Lincoln's Inn Fields Laboratory, London, WC2A 3LY, United Kingdom.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Biomolecular Modelling Laboratory, The Francis Crick Institute, Lincoln's Inn Fields Laboratory, London, WC2A 3LY</wicri:regionArea>
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<author>
<name sortKey="Ben Zeev, Efrat" sort="Ben Zeev, Efrat" uniqKey="Ben Zeev E" first="Efrat" last="Ben-Zeev">Efrat Ben-Zeev</name>
<affiliation wicri:level="1">
<nlm:affiliation>G-INCPM, Weizmann Institute of Science, Rehovot, 7610001, Israel.</nlm:affiliation>
<country xml:lang="fr">Israël</country>
<wicri:regionArea>G-INCPM, Weizmann Institute of Science, Rehovot, 7610001</wicri:regionArea>
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<author>
<name sortKey="Eisenstein, Miriam" sort="Eisenstein, Miriam" uniqKey="Eisenstein M" first="Miriam" last="Eisenstein">Miriam Eisenstein</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Chemical Research Support, Weizmann Institute of Science, Rehovot, 7610001, Israel.</nlm:affiliation>
<country xml:lang="fr">Israël</country>
<wicri:regionArea>Department of Chemical Research Support, Weizmann Institute of Science, Rehovot, 7610001</wicri:regionArea>
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<author>
<name sortKey="Negi, Surendra S" sort="Negi, Surendra S" uniqKey="Negi S" first="Surendra S" last="Negi">Surendra S. Negi</name>
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<nlm:affiliation>Sealy Center for Structural Biology and Molecular Biophysics, University of Texas Medical Branch, 301 University Boulevard, Galveston, TX, 77555-0857, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Sealy Center for Structural Biology and Molecular Biophysics, University of Texas Medical Branch, 301 University Boulevard, Galveston, TX, 77555-0857</wicri:regionArea>
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<author>
<name sortKey="Weng, Zhiping" sort="Weng, Zhiping" uniqKey="Weng Z" first="Zhiping" last="Weng">Zhiping Weng</name>
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<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
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<name sortKey="Vreven, Thom" sort="Vreven, Thom" uniqKey="Vreven T" first="Thom" last="Vreven">Thom Vreven</name>
<affiliation wicri:level="1">
<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
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<name sortKey="Pierce, Brian G" sort="Pierce, Brian G" uniqKey="Pierce B" first="Brian G" last="Pierce">Brian G. Pierce</name>
<affiliation wicri:level="1">
<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
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<name sortKey="Borrman, Tyler M" sort="Borrman, Tyler M" uniqKey="Borrman T" first="Tyler M" last="Borrman">Tyler M. Borrman</name>
<affiliation wicri:level="1">
<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
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<name sortKey="Yu, Jinchao" sort="Yu, Jinchao" uniqKey="Yu J" first="Jinchao" last="Yu">Jinchao Yu</name>
<affiliation wicri:level="1">
<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
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<name sortKey="Ochsenbein, Francoise" sort="Ochsenbein, Francoise" uniqKey="Ochsenbein F" first="Françoise" last="Ochsenbein">Françoise Ochsenbein</name>
<affiliation wicri:level="1">
<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
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<name sortKey="Guerois, Raphael" sort="Guerois, Raphael" uniqKey="Guerois R" first="Raphaël" last="Guerois">Raphaël Guerois</name>
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<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
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<name sortKey="Vangone, Anna" sort="Vangone, Anna" uniqKey="Vangone A" first="Anna" last="Vangone">Anna Vangone</name>
<affiliation wicri:level="3">
<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<name sortKey="Rodrigues, Joao P G L M" sort="Rodrigues, Joao P G L M" uniqKey="Rodrigues J" first="João P G L M" last="Rodrigues">João P G L M. Rodrigues</name>
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<country xml:lang="fr">France</country>
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<region type="region" nuts="2">Île-de-France</region>
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<name sortKey="Van Zundert, Gydo" sort="Van Zundert, Gydo" uniqKey="Van Zundert G" first="Gydo" last="Van Zundert">Gydo Van Zundert</name>
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<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<region type="region" nuts="2">Île-de-France</region>
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<name sortKey="Nellen, Mehdi" sort="Nellen, Mehdi" uniqKey="Nellen M" first="Mehdi" last="Nellen">Mehdi Nellen</name>
<affiliation wicri:level="3">
<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<region type="region" nuts="2">Île-de-France</region>
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<name sortKey="Xue, Li" sort="Xue, Li" uniqKey="Xue L" first="Li" last="Xue">Li Xue</name>
<affiliation wicri:level="3">
<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<region type="region" nuts="2">Île-de-France</region>
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<name sortKey="Karaca, Ezgi" sort="Karaca, Ezgi" uniqKey="Karaca E" first="Ezgi" last="Karaca">Ezgi Karaca</name>
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<country xml:lang="fr">France</country>
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<region type="region" nuts="2">Île-de-France</region>
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<name sortKey="Melquiond, Adrien S J" sort="Melquiond, Adrien S J" uniqKey="Melquiond A" first="Adrien S J" last="Melquiond">Adrien S J. Melquiond</name>
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<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<name sortKey="Visscher, Koen" sort="Visscher, Koen" uniqKey="Visscher K" first="Koen" last="Visscher">Koen Visscher</name>
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<country xml:lang="fr">France</country>
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<name sortKey="Kastritis, Panagiotis L" sort="Kastritis, Panagiotis L" uniqKey="Kastritis P" first="Panagiotis L" last="Kastritis">Panagiotis L. Kastritis</name>
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<country xml:lang="fr">France</country>
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<region type="region" nuts="2">Île-de-France</region>
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<name sortKey="Bonvin, Alexandre M J J" sort="Bonvin, Alexandre M J J" uniqKey="Bonvin A" first="Alexandre M J J" last="Bonvin">Alexandre M J J. Bonvin</name>
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<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<region type="region" nuts="2">Île-de-France</region>
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<name sortKey="Xu, Xianjin" sort="Xu, Xianjin" uniqKey="Xu X" first="Xianjin" last="Xu">Xianjin Xu</name>
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<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
<country xml:lang="fr">Pays-Bas</country>
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<name sortKey="Qiu, Liming" sort="Qiu, Liming" uniqKey="Qiu L" first="Liming" last="Qiu">Liming Qiu</name>
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<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
<country xml:lang="fr">Pays-Bas</country>
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<name sortKey="Yan, Chengfei" sort="Yan, Chengfei" uniqKey="Yan C" first="Chengfei" last="Yan">Chengfei Yan</name>
<affiliation wicri:level="4">
<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
<country xml:lang="fr">Pays-Bas</country>
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<name sortKey="Li, Jilong" sort="Li, Jilong" uniqKey="Li J" first="Jilong" last="Li">Jilong Li</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Physics and Astronomy, University of Missouri, Columbia, MO, 65211, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
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<name sortKey="Ma, Zhiwei" sort="Ma, Zhiwei" uniqKey="Ma Z" first="Zhiwei" last="Ma">Zhiwei Ma</name>
<affiliation wicri:level="4">
<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
<country xml:lang="fr">Pays-Bas</country>
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<settlement type="city">Utrecht</settlement>
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<author>
<name sortKey="Cheng, Jianlin" sort="Cheng, Jianlin" uniqKey="Cheng J" first="Jianlin" last="Cheng">Jianlin Cheng</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Physics and Astronomy, University of Missouri, Columbia, MO, 65211, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Physics and Astronomy, University of Missouri, Columbia, MO, 65211</wicri:regionArea>
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<author>
<name sortKey="Zou, Xiaoqin" sort="Zou, Xiaoqin" uniqKey="Zou X" first="Xiaoqin" last="Zou">Xiaoqin Zou</name>
<affiliation wicri:level="4">
<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
<country xml:lang="fr">Pays-Bas</country>
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<name sortKey="Shen, Yang" sort="Shen, Yang" uniqKey="Shen Y" first="Yang" last="Shen">Yang Shen</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Biochemistry, University of Missouri, Columbia, MO, 65211, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Biochemistry, University of Missouri, Columbia, MO, 65211</wicri:regionArea>
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<name sortKey="Peterson, Lenna X" sort="Peterson, Lenna X" uniqKey="Peterson L" first="Lenna X" last="Peterson">Lenna X. Peterson</name>
<affiliation wicri:level="1">
<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637</wicri:regionArea>
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<author>
<name sortKey="Kim, Hyung Rae" sort="Kim, Hyung Rae" uniqKey="Kim H" first="Hyung-Rae" last="Kim">Hyung-Rae Kim</name>
<affiliation wicri:level="1">
<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637</wicri:regionArea>
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<author>
<name sortKey="Roy, Amit" sort="Roy, Amit" uniqKey="Roy A" first="Amit" last="Roy">Amit Roy</name>
<affiliation wicri:level="1">
<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637</wicri:regionArea>
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<author>
<name sortKey="Han, Xusi" sort="Han, Xusi" uniqKey="Han X" first="Xusi" last="Han">Xusi Han</name>
<affiliation wicri:level="1">
<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637</wicri:regionArea>
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<author>
<name sortKey="Esquivel Rodriguez, Juan" sort="Esquivel Rodriguez, Juan" uniqKey="Esquivel Rodriguez J" first="Juan" last="Esquivel-Rodriguez">Juan Esquivel-Rodriguez</name>
<affiliation wicri:level="1">
<nlm:affiliation>Bioinformatics and Computational Biosciences Branch, Rocky Mountain Laboratories, National Institutes of Health, Hamilton, MT, 59840, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
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<author>
<name sortKey="Kihara, Daisuke" sort="Kihara, Daisuke" uniqKey="Kihara D" first="Daisuke" last="Kihara">Daisuke Kihara</name>
<affiliation wicri:level="1">
<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637</wicri:regionArea>
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<author>
<name sortKey="Yu, Xiaofeng" sort="Yu, Xiaofeng" uniqKey="Yu X" first="Xiaofeng" last="Yu">Xiaofeng Yu</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Computer Science, Purdue University, West Lafayette, IN, 47907, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Computer Science, Purdue University, West Lafayette, IN, 47907</wicri:regionArea>
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</author>
<author>
<name sortKey="Bruce, Neil J" sort="Bruce, Neil J" uniqKey="Bruce N" first="Neil J" last="Bruce">Neil J. Bruce</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Computer Science, Purdue University, West Lafayette, IN, 47907, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Computer Science, Purdue University, West Lafayette, IN, 47907</wicri:regionArea>
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<author>
<name sortKey="Fuller, Jonathan C" sort="Fuller, Jonathan C" uniqKey="Fuller J" first="Jonathan C" last="Fuller">Jonathan C. Fuller</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Computer Science, Purdue University, West Lafayette, IN, 47907, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Computer Science, Purdue University, West Lafayette, IN, 47907</wicri:regionArea>
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</affiliation>
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<author>
<name sortKey="Wade, Rebecca C" sort="Wade, Rebecca C" uniqKey="Wade R" first="Rebecca C" last="Wade">Rebecca C. Wade</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Computer Science, Purdue University, West Lafayette, IN, 47907, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Computer Science, Purdue University, West Lafayette, IN, 47907</wicri:regionArea>
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</affiliation>
</author>
<author>
<name sortKey="Anishchenko, Ivan" sort="Anishchenko, Ivan" uniqKey="Anishchenko I" first="Ivan" last="Anishchenko">Ivan Anishchenko</name>
<affiliation wicri:level="3">
<nlm:affiliation>Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany.</nlm:affiliation>
<country xml:lang="fr">Allemagne</country>
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<author>
<name sortKey="Kundrotas, Petras J" sort="Kundrotas, Petras J" uniqKey="Kundrotas P" first="Petras J" last="Kundrotas">Petras J. Kundrotas</name>
<affiliation wicri:level="3">
<nlm:affiliation>Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany.</nlm:affiliation>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea>Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg</wicri:regionArea>
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<title xml:lang="en">Prediction of homo- and hetero-protein complexes by protein docking and template-based modeling: a CASP-CAPRI experiment.</title>
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<name sortKey="Schneidman Duhovny, Dina" sort="Schneidman Duhovny, Dina" uniqKey="Schneidman Duhovny D" first="Dina" last="Schneidman-Duhovny">Dina Schneidman-Duhovny</name>
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<nlm:affiliation>Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, 94158, USA.</nlm:affiliation>
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<name sortKey="Sali, Andrej" sort="Sali, Andrej" uniqKey="Sali A" first="Andrej" last="Sali">Andrej Sali</name>
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<nlm:affiliation>Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, 94158, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Bioengineering and Therapeutic Sciences, University of California San Francisco, San Francisco, CA, 94158</wicri:regionArea>
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<name sortKey="Segura, Joan" sort="Segura, Joan" uniqKey="Segura J" first="Joan" last="Segura">Joan Segura</name>
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<name sortKey="Viswanath, Shruthi" sort="Viswanath, Shruthi" uniqKey="Viswanath S" first="Shruthi" last="Viswanath">Shruthi Viswanath</name>
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<nlm:affiliation>Department of Computer Science, University of Texas at Austin, Austin, TX, 78712, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Computer Science, University of Texas at Austin, Austin, TX, 78712</wicri:regionArea>
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<name sortKey="Elber, Ron" sort="Elber, Ron" uniqKey="Elber R" first="Ron" last="Elber">Ron Elber</name>
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<nlm:affiliation>Institute for Computational Engineering and Sciences, University of Texas at Austin, Austin, TX, 78712, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Institute for Computational Engineering and Sciences, University of Texas at Austin, Austin, TX, 78712</wicri:regionArea>
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<name sortKey="Grudinin, Sergei" sort="Grudinin, Sergei" uniqKey="Grudinin S" first="Sergei" last="Grudinin">Sergei Grudinin</name>
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<nlm:affiliation>LJK, University Grenoble Alpes, CNRS, 38000, Grenoble, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
<wicri:regionArea>LJK, University Grenoble Alpes, CNRS, 38000, Grenoble</wicri:regionArea>
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<name sortKey="Popov, Petr" sort="Popov, Petr" uniqKey="Popov P" first="Petr" last="Popov">Petr Popov</name>
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<nlm:affiliation>LJK, University Grenoble Alpes, CNRS, 38000, Grenoble, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
<wicri:regionArea>LJK, University Grenoble Alpes, CNRS, 38000, Grenoble</wicri:regionArea>
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<name sortKey="Neveu, Emilie" sort="Neveu, Emilie" uniqKey="Neveu E" first="Emilie" last="Neveu">Emilie Neveu</name>
<affiliation wicri:level="3">
<nlm:affiliation>LJK, University Grenoble Alpes, CNRS, 38000, Grenoble, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
<wicri:regionArea>LJK, University Grenoble Alpes, CNRS, 38000, Grenoble</wicri:regionArea>
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<name sortKey="Lee, Hasup" sort="Lee, Hasup" uniqKey="Lee H" first="Hasup" last="Lee">Hasup Lee</name>
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<nlm:affiliation>Department of Chemistry, Seoul National University, Seoul, 151-747, Republic of Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
<wicri:regionArea>Department of Chemistry, Seoul National University, Seoul, 151-747</wicri:regionArea>
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<settlement type="city">Séoul</settlement>
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<author>
<name sortKey="Baek, Minkyung" sort="Baek, Minkyung" uniqKey="Baek M" first="Minkyung" last="Baek">Minkyung Baek</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Chemistry, Seoul National University, Seoul, 151-747, Republic of Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
<wicri:regionArea>Department of Chemistry, Seoul National University, Seoul, 151-747</wicri:regionArea>
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<settlement type="city">Séoul</settlement>
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<name sortKey="Park, Sangwoo" sort="Park, Sangwoo" uniqKey="Park S" first="Sangwoo" last="Park">Sangwoo Park</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Chemistry, Seoul National University, Seoul, 151-747, Republic of Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
<wicri:regionArea>Department of Chemistry, Seoul National University, Seoul, 151-747</wicri:regionArea>
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<settlement type="city">Séoul</settlement>
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<name sortKey="Heo, Lim" sort="Heo, Lim" uniqKey="Heo L" first="Lim" last="Heo">Lim Heo</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Chemistry, Seoul National University, Seoul, 151-747, Republic of Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
<wicri:regionArea>Department of Chemistry, Seoul National University, Seoul, 151-747</wicri:regionArea>
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<settlement type="city">Séoul</settlement>
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<name sortKey="Rie Lee, Gyu" sort="Rie Lee, Gyu" uniqKey="Rie Lee G" first="Gyu" last="Rie Lee">Gyu Rie Lee</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Chemistry, Seoul National University, Seoul, 151-747, Republic of Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
<wicri:regionArea>Department of Chemistry, Seoul National University, Seoul, 151-747</wicri:regionArea>
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<settlement type="city">Séoul</settlement>
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<name sortKey="Seok, Chaok" sort="Seok, Chaok" uniqKey="Seok C" first="Chaok" last="Seok">Chaok Seok</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Chemistry, Seoul National University, Seoul, 151-747, Republic of Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
<wicri:regionArea>Department of Chemistry, Seoul National University, Seoul, 151-747</wicri:regionArea>
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<name sortKey="Qin, Sanbo" sort="Qin, Sanbo" uniqKey="Qin S" first="Sanbo" last="Qin">Sanbo Qin</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Physics and Institute of Molecular Biophysics, Florida State University, Tallahassee, FL, 32306, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Physics and Institute of Molecular Biophysics, Florida State University, Tallahassee, FL, 32306</wicri:regionArea>
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<author>
<name sortKey="Zhou, Huan Xiang" sort="Zhou, Huan Xiang" uniqKey="Zhou H" first="Huan-Xiang" last="Zhou">Huan-Xiang Zhou</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Physics and Institute of Molecular Biophysics, Florida State University, Tallahassee, FL, 32306, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Physics and Institute of Molecular Biophysics, Florida State University, Tallahassee, FL, 32306</wicri:regionArea>
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<name sortKey="Ritchie, David W" sort="Ritchie, David W" uniqKey="Ritchie D" first="David W" last="Ritchie">David W. Ritchie</name>
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<nlm:affiliation>INRIA Nancy - Grand Est, 54600, Villers-lès-Nancy, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<nlm:affiliation>CNRS, LORIA, Campus Scientifique, BP 239, 54506, Vandœuvre-lès-Nancy, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
<wicri:regionArea>CNRS, LORIA, Campus Scientifique, BP 239, 54506, Vandœuvre-lès-Nancy</wicri:regionArea>
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<name sortKey="Devignes, Marie Dominique" sort="Devignes, Marie Dominique" uniqKey="Devignes M" first="Marie-Dominique" last="Devignes">Marie-Dominique Devignes</name>
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<nlm:affiliation>CNRS, LORIA, Campus Scientifique, BP 239, 54506, Vandœuvre-lès-Nancy, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<name sortKey="Ghoorah, Anisah" sort="Ghoorah, Anisah" uniqKey="Ghoorah A" first="Anisah" last="Ghoorah">Anisah Ghoorah</name>
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<nlm:affiliation>Department of Computer Science and Engineering, University of Mauritius, Reduit, Mauritius.</nlm:affiliation>
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<author>
<name sortKey="Torchala, Mieczyslaw" sort="Torchala, Mieczyslaw" uniqKey="Torchala M" first="Mieczyslaw" last="Torchala">Mieczyslaw Torchala</name>
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<nlm:affiliation>Biomolecular Modelling Laboratory, The Francis Crick Institute, Lincoln's Inn Fields Laboratory, London, WC2A 3LY, United Kingdom.</nlm:affiliation>
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<name sortKey="Chaleil, Raphael A G" sort="Chaleil, Raphael A G" uniqKey="Chaleil R" first="Raphaël A G" last="Chaleil">Raphaël A G. Chaleil</name>
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<nlm:affiliation>Biomolecular Modelling Laboratory, The Francis Crick Institute, Lincoln's Inn Fields Laboratory, London, WC2A 3LY, United Kingdom.</nlm:affiliation>
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<name sortKey="Bates, Paul A" sort="Bates, Paul A" uniqKey="Bates P" first="Paul A" last="Bates">Paul A. Bates</name>
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<nlm:affiliation>Biomolecular Modelling Laboratory, The Francis Crick Institute, Lincoln's Inn Fields Laboratory, London, WC2A 3LY, United Kingdom.</nlm:affiliation>
<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Biomolecular Modelling Laboratory, The Francis Crick Institute, Lincoln's Inn Fields Laboratory, London, WC2A 3LY</wicri:regionArea>
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<name sortKey="Ben Zeev, Efrat" sort="Ben Zeev, Efrat" uniqKey="Ben Zeev E" first="Efrat" last="Ben-Zeev">Efrat Ben-Zeev</name>
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<nlm:affiliation>G-INCPM, Weizmann Institute of Science, Rehovot, 7610001, Israel.</nlm:affiliation>
<country xml:lang="fr">Israël</country>
<wicri:regionArea>G-INCPM, Weizmann Institute of Science, Rehovot, 7610001</wicri:regionArea>
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<name sortKey="Eisenstein, Miriam" sort="Eisenstein, Miriam" uniqKey="Eisenstein M" first="Miriam" last="Eisenstein">Miriam Eisenstein</name>
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<nlm:affiliation>Department of Chemical Research Support, Weizmann Institute of Science, Rehovot, 7610001, Israel.</nlm:affiliation>
<country xml:lang="fr">Israël</country>
<wicri:regionArea>Department of Chemical Research Support, Weizmann Institute of Science, Rehovot, 7610001</wicri:regionArea>
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<name sortKey="Negi, Surendra S" sort="Negi, Surendra S" uniqKey="Negi S" first="Surendra S" last="Negi">Surendra S. Negi</name>
<affiliation wicri:level="1">
<nlm:affiliation>Sealy Center for Structural Biology and Molecular Biophysics, University of Texas Medical Branch, 301 University Boulevard, Galveston, TX, 77555-0857, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Sealy Center for Structural Biology and Molecular Biophysics, University of Texas Medical Branch, 301 University Boulevard, Galveston, TX, 77555-0857</wicri:regionArea>
<wicri:noRegion>77555-0857</wicri:noRegion>
</affiliation>
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<author>
<name sortKey="Weng, Zhiping" sort="Weng, Zhiping" uniqKey="Weng Z" first="Zhiping" last="Weng">Zhiping Weng</name>
<affiliation wicri:level="1">
<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605</wicri:regionArea>
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<author>
<name sortKey="Vreven, Thom" sort="Vreven, Thom" uniqKey="Vreven T" first="Thom" last="Vreven">Thom Vreven</name>
<affiliation wicri:level="1">
<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605</wicri:regionArea>
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<author>
<name sortKey="Pierce, Brian G" sort="Pierce, Brian G" uniqKey="Pierce B" first="Brian G" last="Pierce">Brian G. Pierce</name>
<affiliation wicri:level="1">
<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605</wicri:regionArea>
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<name sortKey="Borrman, Tyler M" sort="Borrman, Tyler M" uniqKey="Borrman T" first="Tyler M" last="Borrman">Tyler M. Borrman</name>
<affiliation wicri:level="1">
<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605</wicri:regionArea>
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<name sortKey="Yu, Jinchao" sort="Yu, Jinchao" uniqKey="Yu J" first="Jinchao" last="Yu">Jinchao Yu</name>
<affiliation wicri:level="1">
<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605</wicri:regionArea>
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<name sortKey="Ochsenbein, Francoise" sort="Ochsenbein, Francoise" uniqKey="Ochsenbein F" first="Françoise" last="Ochsenbein">Françoise Ochsenbein</name>
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<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605</wicri:regionArea>
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<name sortKey="Guerois, Raphael" sort="Guerois, Raphael" uniqKey="Guerois R" first="Raphaël" last="Guerois">Raphaël Guerois</name>
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<nlm:affiliation>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Program in Bioinformatics and Integrative Biology, University of Massachusetts Medical School, Worcester, MA, 01605</wicri:regionArea>
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<name sortKey="Vangone, Anna" sort="Vangone, Anna" uniqKey="Vangone A" first="Anna" last="Vangone">Anna Vangone</name>
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<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<name sortKey="Rodrigues, Joao P G L M" sort="Rodrigues, Joao P G L M" uniqKey="Rodrigues J" first="João P G L M" last="Rodrigues">João P G L M. Rodrigues</name>
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<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<name sortKey="Van Zundert, Gydo" sort="Van Zundert, Gydo" uniqKey="Van Zundert G" first="Gydo" last="Van Zundert">Gydo Van Zundert</name>
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<country xml:lang="fr">France</country>
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<name sortKey="Xue, Li" sort="Xue, Li" uniqKey="Xue L" first="Li" last="Xue">Li Xue</name>
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<country xml:lang="fr">France</country>
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<country xml:lang="fr">France</country>
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<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
<country xml:lang="fr">France</country>
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<country xml:lang="fr">France</country>
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<name sortKey="Bonvin, Alexandre M J J" sort="Bonvin, Alexandre M J J" uniqKey="Bonvin A" first="Alexandre M J J" last="Bonvin">Alexandre M J J. Bonvin</name>
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<nlm:affiliation>Institute for Integrative Biology of the Cell (I2BC), CEA, CNRS, University Paris-Saclay, CEA-Saclay, 91191, Gif-sur-Yvette, France.</nlm:affiliation>
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<name sortKey="Xu, Xianjin" sort="Xu, Xianjin" uniqKey="Xu X" first="Xianjin" last="Xu">Xianjin Xu</name>
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<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
<country xml:lang="fr">Pays-Bas</country>
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<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
<country xml:lang="fr">Pays-Bas</country>
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<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
<country xml:lang="fr">Pays-Bas</country>
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<name sortKey="Li, Jilong" sort="Li, Jilong" uniqKey="Li J" first="Jilong" last="Li">Jilong Li</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Physics and Astronomy, University of Missouri, Columbia, MO, 65211, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
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<name sortKey="Ma, Zhiwei" sort="Ma, Zhiwei" uniqKey="Ma Z" first="Zhiwei" last="Ma">Zhiwei Ma</name>
<affiliation wicri:level="4">
<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
<country xml:lang="fr">Pays-Bas</country>
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<name sortKey="Cheng, Jianlin" sort="Cheng, Jianlin" uniqKey="Cheng J" first="Jianlin" last="Cheng">Jianlin Cheng</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Physics and Astronomy, University of Missouri, Columbia, MO, 65211, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Physics and Astronomy, University of Missouri, Columbia, MO, 65211</wicri:regionArea>
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<author>
<name sortKey="Zou, Xiaoqin" sort="Zou, Xiaoqin" uniqKey="Zou X" first="Xiaoqin" last="Zou">Xiaoqin Zou</name>
<affiliation wicri:level="4">
<nlm:affiliation>Bijvoet Center for Biomolecular Research, Faculty of science - Chemistry, Utrecht University, Padualaan 8, 3584, CH, Utrecht, The Netherlands.</nlm:affiliation>
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<name sortKey="Shen, Yang" sort="Shen, Yang" uniqKey="Shen Y" first="Yang" last="Shen">Yang Shen</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Biochemistry, University of Missouri, Columbia, MO, 65211, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Biochemistry, University of Missouri, Columbia, MO, 65211</wicri:regionArea>
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<name sortKey="Peterson, Lenna X" sort="Peterson, Lenna X" uniqKey="Peterson L" first="Lenna X" last="Peterson">Lenna X. Peterson</name>
<affiliation wicri:level="1">
<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637</wicri:regionArea>
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<author>
<name sortKey="Kim, Hyung Rae" sort="Kim, Hyung Rae" uniqKey="Kim H" first="Hyung-Rae" last="Kim">Hyung-Rae Kim</name>
<affiliation wicri:level="1">
<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637</wicri:regionArea>
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<name sortKey="Roy, Amit" sort="Roy, Amit" uniqKey="Roy A" first="Amit" last="Roy">Amit Roy</name>
<affiliation wicri:level="1">
<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637</wicri:regionArea>
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<name sortKey="Han, Xusi" sort="Han, Xusi" uniqKey="Han X" first="Xusi" last="Han">Xusi Han</name>
<affiliation wicri:level="1">
<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637</wicri:regionArea>
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<name sortKey="Esquivel Rodriguez, Juan" sort="Esquivel Rodriguez, Juan" uniqKey="Esquivel Rodriguez J" first="Juan" last="Esquivel-Rodriguez">Juan Esquivel-Rodriguez</name>
<affiliation wicri:level="1">
<nlm:affiliation>Bioinformatics and Computational Biosciences Branch, Rocky Mountain Laboratories, National Institutes of Health, Hamilton, MT, 59840, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Bioinformatics and Computational Biosciences Branch, Rocky Mountain Laboratories, National Institutes of Health, Hamilton, MT, 59840</wicri:regionArea>
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<name sortKey="Kihara, Daisuke" sort="Kihara, Daisuke" uniqKey="Kihara D" first="Daisuke" last="Kihara">Daisuke Kihara</name>
<affiliation wicri:level="1">
<nlm:affiliation>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Toyota Technological Institute at Chicago, 6045 S Kenwood Avenue, Chicago, IL, 60637</wicri:regionArea>
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<author>
<name sortKey="Yu, Xiaofeng" sort="Yu, Xiaofeng" uniqKey="Yu X" first="Xiaofeng" last="Yu">Xiaofeng Yu</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Computer Science, Purdue University, West Lafayette, IN, 47907, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Computer Science, Purdue University, West Lafayette, IN, 47907</wicri:regionArea>
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<author>
<name sortKey="Bruce, Neil J" sort="Bruce, Neil J" uniqKey="Bruce N" first="Neil J" last="Bruce">Neil J. Bruce</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Computer Science, Purdue University, West Lafayette, IN, 47907, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Computer Science, Purdue University, West Lafayette, IN, 47907</wicri:regionArea>
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<author>
<name sortKey="Fuller, Jonathan C" sort="Fuller, Jonathan C" uniqKey="Fuller J" first="Jonathan C" last="Fuller">Jonathan C. Fuller</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Computer Science, Purdue University, West Lafayette, IN, 47907, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Computer Science, Purdue University, West Lafayette, IN, 47907</wicri:regionArea>
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<author>
<name sortKey="Wade, Rebecca C" sort="Wade, Rebecca C" uniqKey="Wade R" first="Rebecca C" last="Wade">Rebecca C. Wade</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Computer Science, Purdue University, West Lafayette, IN, 47907, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Computer Science, Purdue University, West Lafayette, IN, 47907</wicri:regionArea>
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</author>
<author>
<name sortKey="Anishchenko, Ivan" sort="Anishchenko, Ivan" uniqKey="Anishchenko I" first="Ivan" last="Anishchenko">Ivan Anishchenko</name>
<affiliation wicri:level="3">
<nlm:affiliation>Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany.</nlm:affiliation>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea>Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg</wicri:regionArea>
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<region type="land" nuts="1">Bade-Wurtemberg</region>
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</affiliation>
</author>
<author>
<name sortKey="Kundrotas, Petras J" sort="Kundrotas, Petras J" uniqKey="Kundrotas P" first="Petras J" last="Kundrotas">Petras J. Kundrotas</name>
<affiliation wicri:level="3">
<nlm:affiliation>Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany.</nlm:affiliation>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea>Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg</wicri:regionArea>
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<region type="land" nuts="1">Bade-Wurtemberg</region>
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<author>
<name sortKey="Vakser, Ilya A" sort="Vakser, Ilya A" uniqKey="Vakser I" first="Ilya A" last="Vakser">Ilya A. Vakser</name>
<affiliation wicri:level="3">
<nlm:affiliation>Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg, Germany.</nlm:affiliation>
<country xml:lang="fr">Allemagne</country>
<wicri:regionArea>Interdisciplinary Center for Scientific Computing (IWR), Heidelberg University, Heidelberg</wicri:regionArea>
<placeName>
<region type="land" nuts="1">Bade-Wurtemberg</region>
<region type="district" nuts="2">District de Karlsruhe</region>
<settlement type="city">Heidelberg</settlement>
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</affiliation>
</author>
<author>
<name sortKey="Imai, Kenichiro" sort="Imai, Kenichiro" uniqKey="Imai K" first="Kenichiro" last="Imai">Kenichiro Imai</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Molecular Biosciences, The University of Kansas, Lawrence, KS, 66047, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Molecular Biosciences, The University of Kansas, Lawrence, KS, 66047</wicri:regionArea>
<orgName type="university">Université du Kansas</orgName>
<placeName>
<settlement type="city">Lawrence (Kansas)</settlement>
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</affiliation>
</author>
<author>
<name sortKey="Yamada, Kazunori" sort="Yamada, Kazunori" uniqKey="Yamada K" first="Kazunori" last="Yamada">Kazunori Yamada</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Molecular Biosciences, The University of Kansas, Lawrence, KS, 66047, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Molecular Biosciences, The University of Kansas, Lawrence, KS, 66047</wicri:regionArea>
<orgName type="university">Université du Kansas</orgName>
<placeName>
<settlement type="city">Lawrence (Kansas)</settlement>
<region type="state">Kansas</region>
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</affiliation>
</author>
<author>
<name sortKey="Oda, Toshiyuki" sort="Oda, Toshiyuki" uniqKey="Oda T" first="Toshiyuki" last="Oda">Toshiyuki Oda</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Molecular Biosciences, The University of Kansas, Lawrence, KS, 66047, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Molecular Biosciences, The University of Kansas, Lawrence, KS, 66047</wicri:regionArea>
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<settlement type="city">Lawrence (Kansas)</settlement>
<region type="state">Kansas</region>
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</affiliation>
</author>
<author>
<name sortKey="Nakamura, Tsukasa" sort="Nakamura, Tsukasa" uniqKey="Nakamura T" first="Tsukasa" last="Nakamura">Tsukasa Nakamura</name>
<affiliation wicri:level="1">
<nlm:affiliation>Computational Biology Research Center (CBRC), National Institute of Advanced Industrial Science and Technology (AIST), Koto-ku, Japan.</nlm:affiliation>
<country xml:lang="fr">Japon</country>
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<author>
<name sortKey="Tomii, Kentaro" sort="Tomii, Kentaro" uniqKey="Tomii K" first="Kentaro" last="Tomii">Kentaro Tomii</name>
<affiliation wicri:level="4">
<nlm:affiliation>Department of Molecular Biosciences, The University of Kansas, Lawrence, KS, 66047, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
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<author>
<name sortKey="Pallara, Chiara" sort="Pallara, Chiara" uniqKey="Pallara C" first="Chiara" last="Pallara">Chiara Pallara</name>
<affiliation wicri:level="4">
<nlm:affiliation>Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Japan.</nlm:affiliation>
<country xml:lang="fr">Japon</country>
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<orgName type="university">Université de Tokyo</orgName>
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<settlement type="city">Tokyo</settlement>
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</affiliation>
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<author>
<name sortKey="Romero Durana, Miguel" sort="Romero Durana, Miguel" uniqKey="Romero Durana M" first="Miguel" last="Romero-Durana">Miguel Romero-Durana</name>
<affiliation wicri:level="4">
<nlm:affiliation>Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Japan.</nlm:affiliation>
<country xml:lang="fr">Japon</country>
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<author>
<name sortKey="Jimenez Garcia, Brian" sort="Jimenez Garcia, Brian" uniqKey="Jimenez Garcia B" first="Brian" last="Jiménez-García">Brian Jiménez-García</name>
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<nlm:affiliation>Graduate School of Frontier Sciences, The University of Tokyo, Kashiwa, Japan.</nlm:affiliation>
<country xml:lang="fr">Japon</country>
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<name sortKey="Moal, Iain H" sort="Moal, Iain H" uniqKey="Moal I" first="Iain H" last="Moal">Iain H. Moal</name>
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<wicri:regionArea>Joint BSC-CRG-IRB Research Program in Computational Biology, Barcelona Supercomputing Center, c/Jordi Girona 29, 08034, Barcelona</wicri:regionArea>
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<settlement type="city">Barcelone</settlement>
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<name sortKey="Fernandez Recio, Juan" sort="Fernandez Recio, Juan" uniqKey="Fernandez Recio J" first="Juan" last="Férnandez-Recio">Juan Férnandez-Recio</name>
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<nlm:affiliation>Joint BSC-CRG-IRB Research Program in Computational Biology, Barcelona Supercomputing Center, c/Jordi Girona 29, 08034, Barcelona, Spain.</nlm:affiliation>
<country xml:lang="fr">Espagne</country>
<wicri:regionArea>Joint BSC-CRG-IRB Research Program in Computational Biology, Barcelona Supercomputing Center, c/Jordi Girona 29, 08034, Barcelona</wicri:regionArea>
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<settlement type="city">Barcelone</settlement>
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<author>
<name sortKey="Joung, Jong Young" sort="Joung, Jong Young" uniqKey="Joung J" first="Jong Young" last="Joung">Jong Young Joung</name>
<affiliation wicri:level="3">
<nlm:affiliation>Center for In-Silico Protein Science, Korea Institute for Advanced Study, 130-722, Seoul, Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
<wicri:regionArea>Center for In-Silico Protein Science, Korea Institute for Advanced Study, 130-722, Seoul</wicri:regionArea>
<placeName>
<settlement type="city">Séoul</settlement>
<region type="capital">Région capitale de Séoul</region>
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<author>
<name sortKey="Kim, Jong Yun" sort="Kim, Jong Yun" uniqKey="Kim J" first="Jong Yun" last="Kim">Jong Yun Kim</name>
<affiliation wicri:level="3">
<nlm:affiliation>Center for In-Silico Protein Science, Korea Institute for Advanced Study, 130-722, Seoul, Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
<wicri:regionArea>Center for In-Silico Protein Science, Korea Institute for Advanced Study, 130-722, Seoul</wicri:regionArea>
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<settlement type="city">Séoul</settlement>
<region type="capital">Région capitale de Séoul</region>
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<author>
<name sortKey="Joo, Keehyoung" sort="Joo, Keehyoung" uniqKey="Joo K" first="Keehyoung" last="Joo">Keehyoung Joo</name>
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<nlm:affiliation>Center for In-Silico Protein Science, Korea Institute for Advanced Study, 130-722, Seoul, Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
<wicri:regionArea>Center for In-Silico Protein Science, Korea Institute for Advanced Study, 130-722, Seoul</wicri:regionArea>
<placeName>
<settlement type="city">Séoul</settlement>
<region type="capital">Région capitale de Séoul</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Lee, Jooyoung" sort="Lee, Jooyoung" uniqKey="Lee J" first="Jooyoung" last="Lee">Jooyoung Lee</name>
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<nlm:affiliation>Center for In-Silico Protein Science, Korea Institute for Advanced Study, 130-722, Seoul, Korea.</nlm:affiliation>
<country xml:lang="fr">Corée du Sud</country>
<wicri:regionArea>Center for In-Silico Protein Science, Korea Institute for Advanced Study, 130-722, Seoul</wicri:regionArea>
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<settlement type="city">Séoul</settlement>
<region type="capital">Région capitale de Séoul</region>
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<author>
<name sortKey="Kozakov, Dima" sort="Kozakov, Dima" uniqKey="Kozakov D" first="Dima" last="Kozakov">Dima Kozakov</name>
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<nlm:affiliation>Department of Biomedical Engineering, Boston University, Boston, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Biomedical Engineering, Boston University, Boston</wicri:regionArea>
<placeName>
<settlement type="city">Boston</settlement>
<region type="state">Massachusetts</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Vajda, Sandor" sort="Vajda, Sandor" uniqKey="Vajda S" first="Sandor" last="Vajda">Sandor Vajda</name>
<affiliation wicri:level="3">
<nlm:affiliation>Department of Biomedical Engineering, Boston University, Boston, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Biomedical Engineering, Boston University, Boston</wicri:regionArea>
<placeName>
<settlement type="city">Boston</settlement>
<region type="state">Massachusetts</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Mottarella, Scott" sort="Mottarella, Scott" uniqKey="Mottarella S" first="Scott" last="Mottarella">Scott Mottarella</name>
<affiliation wicri:level="3">
<nlm:affiliation>Department of Biomedical Engineering, Boston University, Boston, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Biomedical Engineering, Boston University, Boston</wicri:regionArea>
<placeName>
<settlement type="city">Boston</settlement>
<region type="state">Massachusetts</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Hall, David R" sort="Hall, David R" uniqKey="Hall D" first="David R" last="Hall">David R. Hall</name>
<affiliation wicri:level="3">
<nlm:affiliation>Department of Biomedical Engineering, Boston University, Boston, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Biomedical Engineering, Boston University, Boston</wicri:regionArea>
<placeName>
<settlement type="city">Boston</settlement>
<region type="state">Massachusetts</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Beglov, Dmitri" sort="Beglov, Dmitri" uniqKey="Beglov D" first="Dmitri" last="Beglov">Dmitri Beglov</name>
<affiliation wicri:level="3">
<nlm:affiliation>Department of Biomedical Engineering, Boston University, Boston, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Biomedical Engineering, Boston University, Boston</wicri:regionArea>
<placeName>
<settlement type="city">Boston</settlement>
<region type="state">Massachusetts</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Mamonov, Artem" sort="Mamonov, Artem" uniqKey="Mamonov A" first="Artem" last="Mamonov">Artem Mamonov</name>
<affiliation wicri:level="3">
<nlm:affiliation>Department of Biomedical Engineering, Boston University, Boston, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Biomedical Engineering, Boston University, Boston</wicri:regionArea>
<placeName>
<settlement type="city">Boston</settlement>
<region type="state">Massachusetts</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Xia, Bing" sort="Xia, Bing" uniqKey="Xia B" first="Bing" last="Xia">Bing Xia</name>
<affiliation wicri:level="3">
<nlm:affiliation>Department of Biomedical Engineering, Boston University, Boston, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Biomedical Engineering, Boston University, Boston</wicri:regionArea>
<placeName>
<settlement type="city">Boston</settlement>
<region type="state">Massachusetts</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Bohnuud, Tanggis" sort="Bohnuud, Tanggis" uniqKey="Bohnuud T" first="Tanggis" last="Bohnuud">Tanggis Bohnuud</name>
<affiliation wicri:level="3">
<nlm:affiliation>Department of Biomedical Engineering, Boston University, Boston, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Biomedical Engineering, Boston University, Boston</wicri:regionArea>
<placeName>
<settlement type="city">Boston</settlement>
<region type="state">Massachusetts</region>
</placeName>
</affiliation>
</author>
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<name sortKey="Del Carpio, Carlos A" sort="Del Carpio, Carlos A" uniqKey="Del Carpio C" first="Carlos A" last="Del Carpio">Carlos A. Del Carpio</name>
<affiliation wicri:level="1">
<nlm:affiliation>Institute of Biological Diversity, International Pacific Institute of Indiana, PO Box 7304, Bloomington, IN, 47401, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Institute of Biological Diversity, International Pacific Institute of Indiana, PO Box 7304, Bloomington, IN, 47401</wicri:regionArea>
<wicri:noRegion>47401</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Ichiishi, Eichiro" sort="Ichiishi, Eichiro" uniqKey="Ichiishi E" first="Eichiro" last="Ichiishi">Eichiro Ichiishi</name>
<affiliation wicri:level="1">
<nlm:affiliation>International University of Health and Welfare Hospital (IUHW Hospital), 537 Iguchi, Asushiobara-city, Tochigi Pref., 329-2763, Japan.</nlm:affiliation>
<country xml:lang="fr">Japon</country>
<wicri:regionArea>International University of Health and Welfare Hospital (IUHW Hospital), 537 Iguchi, Asushiobara-city, Tochigi Pref., 329-2763</wicri:regionArea>
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<author>
<name sortKey="Marze, Nicholas" sort="Marze, Nicholas" uniqKey="Marze N" first="Nicholas" last="Marze">Nicholas Marze</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, 21218, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, 21218</wicri:regionArea>
<wicri:noRegion>21218</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Kuroda, Daisuke" sort="Kuroda, Daisuke" uniqKey="Kuroda D" first="Daisuke" last="Kuroda">Daisuke Kuroda</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, 21218, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, 21218</wicri:regionArea>
<wicri:noRegion>21218</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Roy Burman, Shourya S" sort="Roy Burman, Shourya S" uniqKey="Roy Burman S" first="Shourya S" last="Roy Burman">Shourya S. Roy Burman</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, 21218, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, 21218</wicri:regionArea>
<wicri:noRegion>21218</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Gray, Jeffrey J" sort="Gray, Jeffrey J" uniqKey="Gray J" first="Jeffrey J" last="Gray">Jeffrey J. Gray</name>
<affiliation wicri:level="1">
<nlm:affiliation>Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, 21218, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>Department of Chemical and Biomolecular Engineering, Johns Hopkins University, Baltimore, MD, 21218</wicri:regionArea>
<wicri:noRegion>21218</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Chermak, Edrisse" sort="Chermak, Edrisse" uniqKey="Chermak E" first="Edrisse" last="Chermak">Edrisse Chermak</name>
<affiliation wicri:level="1">
<nlm:affiliation>King Abdullah University of Science and Technology, Saudi Arabia.</nlm:affiliation>
<country xml:lang="fr">Arabie saoudite</country>
<wicri:regionArea>King Abdullah University of Science and Technology</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Cavallo, Luigi" sort="Cavallo, Luigi" uniqKey="Cavallo L" first="Luigi" last="Cavallo">Luigi Cavallo</name>
<affiliation wicri:level="1">
<nlm:affiliation>King Abdullah University of Science and Technology, Saudi Arabia.</nlm:affiliation>
<country xml:lang="fr">Arabie saoudite</country>
<wicri:regionArea>King Abdullah University of Science and Technology</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Oliva, Romina" sort="Oliva, Romina" uniqKey="Oliva R" first="Romina" last="Oliva">Romina Oliva</name>
<affiliation wicri:level="1">
<nlm:affiliation>University of Naples "Parthenope", Italy.</nlm:affiliation>
<country xml:lang="fr">Italie</country>
<wicri:regionArea>University of Naples "Parthenope"</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Tovchigrechko, Andrey" sort="Tovchigrechko, Andrey" uniqKey="Tovchigrechko A" first="Andrey" last="Tovchigrechko">Andrey Tovchigrechko</name>
<affiliation wicri:level="1">
<nlm:affiliation>J. Craig Venter Institute, 9704 Medical Center Drive, Rockville, MD, 20850, USA.</nlm:affiliation>
<country xml:lang="fr">États-Unis</country>
<wicri:regionArea>J. Craig Venter Institute, 9704 Medical Center Drive, Rockville, MD, 20850</wicri:regionArea>
<wicri:noRegion>20850</wicri:noRegion>
</affiliation>
</author>
<author>
<name sortKey="Wodak, Shoshana J" sort="Wodak, Shoshana J" uniqKey="Wodak S" first="Shoshana J" last="Wodak">Shoshana J. Wodak</name>
<affiliation wicri:level="4">
<nlm:affiliation>Departments of Biochemistry and Molecular Genetics, University of Toronto, Toronto, Ontario, Canada.</nlm:affiliation>
<country xml:lang="fr">Canada</country>
<wicri:regionArea>Departments of Biochemistry and Molecular Genetics, University of Toronto, Toronto, Ontario</wicri:regionArea>
<orgName type="university">Université de Toronto</orgName>
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<settlement type="city">Toronto</settlement>
<region type="state">Ontario</region>
</placeName>
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</analytic>
<series>
<title level="j">Proteins</title>
<idno type="eISSN">1097-0134</idno>
<imprint>
<date when="2016" type="published">2016</date>
</imprint>
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<front>
<div type="abstract" xml:lang="en">We present the results for CAPRI Round 30, the first joint CASP-CAPRI experiment, which brought together experts from the protein structure prediction and protein-protein docking communities. The Round comprised 25 targets from amongst those submitted for the CASP11 prediction experiment of 2014. The targets included mostly homodimers, a few homotetramers, and two heterodimers, and comprised protein chains that could readily be modeled using templates from the Protein Data Bank. On average 24 CAPRI groups and 7 CASP groups submitted docking predictions for each target, and 12 CAPRI groups per target participated in the CAPRI scoring experiment. In total more than 9500 models were assessed against the 3D structures of the corresponding target complexes. Results show that the prediction of homodimer assemblies by homology modeling techniques and docking calculations is quite successful for targets featuring large enough subunit interfaces to represent stable associations. Targets with ambiguous or inaccurate oligomeric state assignments, often featuring crystal contact-sized interfaces, represented a confounding factor. For those, a much poorer prediction performance was achieved, while nonetheless often providing helpful clues on the correct oligomeric state of the protein. The prediction performance was very poor for genuine tetrameric targets, where the inaccuracy of the homology-built subunit models and the smaller pair-wise interfaces severely limited the ability to derive the correct assembly mode. Our analysis also shows that docking procedures tend to perform better than standard homology modeling techniques and that highly accurate models of the protein components are not always required to identify their association modes with acceptable accuracy. This article is protected by copyright. All rights reserved.</div>
</front>
</TEI>
</PubMed>
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