Multi-parametric evaluation of the white matter maturation
Identifieur interne : 000E00 ( Main/Exploration ); précédent : 000D99; suivant : 000E01Multi-parametric evaluation of the white matter maturation
Auteurs : S. Kulikova [France] ; L. Hertz-Pannier [France] ; G. Dehaene-Lambertz [France] ; A. Buzmakov [France] ; C. Poupon [France] ; J. Dubois [France]Source :
- Brain Structure & Function [ 1863-2653 ] ; 2014.
Abstract
In vivo evaluation of the brain white matter maturation is still a challenging task with no existing gold standards. In this article we propose an original approach to evaluate the early maturation of the white matter bundles, which is based on comparison of infant and adult groups using the Mahalanobis distance computed from four complementary MRI parameters: quantitative qT1 and qT2 relaxation times, longitudinal λ║ and transverse λ⊥ diffusivities from diffusion tensor imaging. Such multi-parametric approach is expected to better describe maturational asynchrony than conventional univariate approaches because it takes into account complementary dependencies of the parameters on different maturational processes, notably the decrease in water content and the myelination. Our approach was tested on 17 healthy infants (aged 3- to 21-week old) for 18 different bundles. It finely confirmed maturational asynchrony across the bundles: the spino-thalamic tract, the optic radiations, the cortico-spinal tract and the fornix have the most advanced maturation, while the superior longitudinal and arcuate fasciculi, the anterior limb of the internal capsule and the external capsule have the most delayed maturation. Furthermore, this approach was more reliable than univariate approaches as it revealed more maturational relationships between the bundles and did not violate a priori assumptions on the temporal order of the bundle maturation. Mahalanobis distances decreased exponentially with age in all bundles, with the only difference between them explained by different onsets of maturation. Estimation of these relative delays confirmed that the most dramatic changes occur during the first post-natal year.
The online version of this article (doi:10.1007/s00429-014-0881-y) contains supplementary material, which is available to authorized users.
Url:
DOI: 10.1007/s00429-014-0881-y
PubMed: 25183543
PubMed Central: 4575699
Affiliations:
Links toward previous steps (curation, corpus...)
- to stream Pmc, to step Corpus: 000018
- to stream Pmc, to step Curation: 000018
- to stream Pmc, to step Checkpoint: 000025
- to stream PubMed, to step Corpus: 000068
- to stream PubMed, to step Curation: 000068
- to stream PubMed, to step Checkpoint: 000046
- to stream Ncbi, to step Merge: 000172
- to stream Ncbi, to step Curation: 000167
- to stream Ncbi, to step Checkpoint: 000167
- to stream Main, to step Merge: 000D92
- to stream Main, to step Curation: 000E00
Le document en format XML
<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Multi-parametric evaluation of the white matter maturation</title>
<author><name sortKey="Kulikova, S" sort="Kulikova, S" uniqKey="Kulikova S" first="S." last="Kulikova">S. Kulikova</name>
<affiliation wicri:level="3"><nlm:aff id="Aff1">UMR 1129 NeuroSpin/UNIACT, INSERM-CEA, Gif-sur-Yvette, France</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>UMR 1129 NeuroSpin/UNIACT, INSERM-CEA, Gif-sur-Yvette</wicri:regionArea>
<placeName><region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
</placeName>
</affiliation>
</author>
<author><name sortKey="Hertz Pannier, L" sort="Hertz Pannier, L" uniqKey="Hertz Pannier L" first="L." last="Hertz-Pannier">L. Hertz-Pannier</name>
<affiliation wicri:level="3"><nlm:aff id="Aff1">UMR 1129 NeuroSpin/UNIACT, INSERM-CEA, Gif-sur-Yvette, France</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>UMR 1129 NeuroSpin/UNIACT, INSERM-CEA, Gif-sur-Yvette</wicri:regionArea>
<placeName><region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
</placeName>
</affiliation>
<affiliation wicri:level="3"><nlm:aff id="Aff5">CEA/SAC/DSV/I2BM/NeuroSpin, Bât 145, point courrier 156, 91191 Gif-sur-Yvette, France</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>CEA/SAC/DSV/I2BM/NeuroSpin, Bât 145, point courrier 156, 91191 Gif-sur-Yvette</wicri:regionArea>
<placeName><region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
</placeName>
</affiliation>
</author>
<author><name sortKey="Dehaene Lambertz, G" sort="Dehaene Lambertz, G" uniqKey="Dehaene Lambertz G" first="G." last="Dehaene-Lambertz">G. Dehaene-Lambertz</name>
<affiliation wicri:level="3"><nlm:aff id="Aff2">UMR 992 NeuroSpin/UNICOG INSERM-CEA, Gif-sur-Yvette, France</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>UMR 992 NeuroSpin/UNICOG INSERM-CEA, Gif-sur-Yvette</wicri:regionArea>
<placeName><region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
</placeName>
</affiliation>
</author>
<author><name sortKey="Buzmakov, A" sort="Buzmakov, A" uniqKey="Buzmakov A" first="A." last="Buzmakov">A. Buzmakov</name>
<affiliation wicri:level="4"><nlm:aff id="Aff3">LORIA, CNRS-Inria Nancy Grand Est-Université de Lorraine, Nancy, France</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>LORIA, CNRS-Inria Nancy Grand Est-Université de Lorraine, Nancy</wicri:regionArea>
<placeName><region type="region">Grand Est</region>
<region type="old region">Lorraine (région)</region>
<settlement type="city">Nancy</settlement>
</placeName>
<orgName type="university">Université de Lorraine</orgName>
</affiliation>
</author>
<author><name sortKey="Poupon, C" sort="Poupon, C" uniqKey="Poupon C" first="C." last="Poupon">C. Poupon</name>
<affiliation wicri:level="3"><nlm:aff id="Aff4">NeuroSpin/UNIRS CEA-Saclay, Gif-sur-Yvette, France</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>NeuroSpin/UNIRS CEA-Saclay, Gif-sur-Yvette</wicri:regionArea>
<placeName><region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
</placeName>
</affiliation>
</author>
<author><name sortKey="Dubois, J" sort="Dubois, J" uniqKey="Dubois J" first="J." last="Dubois">J. Dubois</name>
<affiliation wicri:level="3"><nlm:aff id="Aff2">UMR 992 NeuroSpin/UNICOG INSERM-CEA, Gif-sur-Yvette, France</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>UMR 992 NeuroSpin/UNICOG INSERM-CEA, Gif-sur-Yvette</wicri:regionArea>
<placeName><region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
</placeName>
</affiliation>
</author>
</titleStmt>
<publicationStmt><idno type="wicri:source">PMC</idno>
<idno type="pmid">25183543</idno>
<idno type="pmc">4575699</idno>
<idno type="url">http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4575699</idno>
<idno type="RBID">PMC:4575699</idno>
<idno type="doi">10.1007/s00429-014-0881-y</idno>
<date when="2014">2014</date>
<idno type="wicri:Area/Pmc/Corpus">000018</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Corpus" wicri:corpus="PMC">000018</idno>
<idno type="wicri:Area/Pmc/Curation">000018</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Curation">000018</idno>
<idno type="wicri:Area/Pmc/Checkpoint">000025</idno>
<idno type="wicri:explorRef" wicri:stream="Pmc" wicri:step="Checkpoint">000025</idno>
<idno type="wicri:source">PubMed</idno>
<idno type="wicri:Area/PubMed/Corpus">000068</idno>
<idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Corpus" wicri:corpus="PubMed">000068</idno>
<idno type="wicri:Area/PubMed/Curation">000068</idno>
<idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Curation">000068</idno>
<idno type="wicri:Area/PubMed/Checkpoint">000046</idno>
<idno type="wicri:explorRef" wicri:stream="Checkpoint" wicri:step="PubMed">000046</idno>
<idno type="wicri:Area/Ncbi/Merge">000172</idno>
<idno type="wicri:Area/Ncbi/Curation">000167</idno>
<idno type="wicri:Area/Ncbi/Checkpoint">000167</idno>
<idno type="wicri:doubleKey">1863-2653:2014:Kulikova S:multi:parametric:evaluation</idno>
<idno type="wicri:Area/Main/Merge">000D92</idno>
<idno type="wicri:Area/Main/Curation">000E00</idno>
<idno type="wicri:Area/Main/Exploration">000E00</idno>
</publicationStmt>
<sourceDesc><biblStruct><analytic><title xml:lang="en" level="a" type="main">Multi-parametric evaluation of the white matter maturation</title>
<author><name sortKey="Kulikova, S" sort="Kulikova, S" uniqKey="Kulikova S" first="S." last="Kulikova">S. Kulikova</name>
<affiliation wicri:level="3"><nlm:aff id="Aff1">UMR 1129 NeuroSpin/UNIACT, INSERM-CEA, Gif-sur-Yvette, France</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>UMR 1129 NeuroSpin/UNIACT, INSERM-CEA, Gif-sur-Yvette</wicri:regionArea>
<placeName><region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
</placeName>
</affiliation>
</author>
<author><name sortKey="Hertz Pannier, L" sort="Hertz Pannier, L" uniqKey="Hertz Pannier L" first="L." last="Hertz-Pannier">L. Hertz-Pannier</name>
<affiliation wicri:level="3"><nlm:aff id="Aff1">UMR 1129 NeuroSpin/UNIACT, INSERM-CEA, Gif-sur-Yvette, France</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>UMR 1129 NeuroSpin/UNIACT, INSERM-CEA, Gif-sur-Yvette</wicri:regionArea>
<placeName><region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
</placeName>
</affiliation>
<affiliation wicri:level="3"><nlm:aff id="Aff5">CEA/SAC/DSV/I2BM/NeuroSpin, Bât 145, point courrier 156, 91191 Gif-sur-Yvette, France</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>CEA/SAC/DSV/I2BM/NeuroSpin, Bât 145, point courrier 156, 91191 Gif-sur-Yvette</wicri:regionArea>
<placeName><region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
</placeName>
</affiliation>
</author>
<author><name sortKey="Dehaene Lambertz, G" sort="Dehaene Lambertz, G" uniqKey="Dehaene Lambertz G" first="G." last="Dehaene-Lambertz">G. Dehaene-Lambertz</name>
<affiliation wicri:level="3"><nlm:aff id="Aff2">UMR 992 NeuroSpin/UNICOG INSERM-CEA, Gif-sur-Yvette, France</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>UMR 992 NeuroSpin/UNICOG INSERM-CEA, Gif-sur-Yvette</wicri:regionArea>
<placeName><region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
</placeName>
</affiliation>
</author>
<author><name sortKey="Buzmakov, A" sort="Buzmakov, A" uniqKey="Buzmakov A" first="A." last="Buzmakov">A. Buzmakov</name>
<affiliation wicri:level="4"><nlm:aff id="Aff3">LORIA, CNRS-Inria Nancy Grand Est-Université de Lorraine, Nancy, France</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>LORIA, CNRS-Inria Nancy Grand Est-Université de Lorraine, Nancy</wicri:regionArea>
<placeName><region type="region">Grand Est</region>
<region type="old region">Lorraine (région)</region>
<settlement type="city">Nancy</settlement>
</placeName>
<orgName type="university">Université de Lorraine</orgName>
</affiliation>
</author>
<author><name sortKey="Poupon, C" sort="Poupon, C" uniqKey="Poupon C" first="C." last="Poupon">C. Poupon</name>
<affiliation wicri:level="3"><nlm:aff id="Aff4">NeuroSpin/UNIRS CEA-Saclay, Gif-sur-Yvette, France</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>NeuroSpin/UNIRS CEA-Saclay, Gif-sur-Yvette</wicri:regionArea>
<placeName><region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
</placeName>
</affiliation>
</author>
<author><name sortKey="Dubois, J" sort="Dubois, J" uniqKey="Dubois J" first="J." last="Dubois">J. Dubois</name>
<affiliation wicri:level="3"><nlm:aff id="Aff2">UMR 992 NeuroSpin/UNICOG INSERM-CEA, Gif-sur-Yvette, France</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>UMR 992 NeuroSpin/UNICOG INSERM-CEA, Gif-sur-Yvette</wicri:regionArea>
<placeName><region type="region" nuts="2">Île-de-France</region>
<settlement type="city">Gif-sur-Yvette</settlement>
</placeName>
</affiliation>
</author>
</analytic>
<series><title level="j">Brain Structure & Function</title>
<idno type="ISSN">1863-2653</idno>
<idno type="eISSN">1863-2661</idno>
<imprint><date when="2014">2014</date>
</imprint>
</series>
</biblStruct>
</sourceDesc>
</fileDesc>
<profileDesc><textClass></textClass>
</profileDesc>
</teiHeader>
<front><div type="abstract" xml:lang="en"><p>In vivo evaluation of the brain white matter maturation is still a challenging task with no existing gold standards. In this article we propose an original approach to evaluate the early maturation of the white matter bundles, which is based on comparison of infant and adult groups using the Mahalanobis distance computed from four complementary MRI parameters: quantitative qT1 and qT2 relaxation times, longitudinal λ<sub>║</sub>
and transverse λ<sub>⊥</sub>
diffusivities from diffusion tensor imaging. Such multi-parametric approach is expected to better describe maturational asynchrony than conventional univariate approaches because it takes into account complementary dependencies of the parameters on different maturational processes, notably the decrease in water content and the myelination. Our approach was tested on 17 healthy infants (aged 3- to 21-week old) for 18 different bundles. It finely confirmed maturational asynchrony across the bundles: the spino-thalamic tract, the optic radiations, the cortico-spinal tract and the fornix have the most advanced maturation, while the superior longitudinal and arcuate fasciculi, the anterior limb of the internal capsule and the external capsule have the most delayed maturation. Furthermore, this approach was more reliable than univariate approaches as it revealed more maturational relationships between the bundles and did not violate a priori assumptions on the temporal order of the bundle maturation. Mahalanobis distances decreased exponentially with age in all bundles, with the only difference between them explained by different onsets of maturation. Estimation of these relative delays confirmed that the most dramatic changes occur during the first post-natal year.</p>
<sec><title>Electronic supplementary material</title>
<p>The online version of this article (doi:10.1007/s00429-014-0881-y) contains supplementary material, which is available to authorized users.</p>
</sec>
</div>
</front>
<back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="Barkovich, Aj" uniqKey="Barkovich A">AJ Barkovich</name>
</author>
<author><name sortKey="Kjos, Bo" uniqKey="Kjos B">BO Kjos</name>
</author>
<author><name sortKey="Jackson, De" uniqKey="Jackson D">DE Jackson</name>
</author>
<author><name sortKey="Norman, D" uniqKey="Norman D">D Norman</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Brody, Ba" uniqKey="Brody B">BA Brody</name>
</author>
<author><name sortKey="Kinney, Hc" uniqKey="Kinney H">HC Kinney</name>
</author>
<author><name sortKey="Kloman, As" uniqKey="Kloman A">AS Kloman</name>
</author>
<author><name sortKey="Gilles, Fh" uniqKey="Gilles F">FH Gilles</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Catani, M" uniqKey="Catani M">M Catani</name>
</author>
<author><name sortKey="Howard, Rj" uniqKey="Howard R">RJ Howard</name>
</author>
<author><name sortKey="Pajevic, S" uniqKey="Pajevic S">S Pajevic</name>
</author>
<author><name sortKey="Jones, Dk" uniqKey="Jones D">DK Jones</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Deoni, Sc" uniqKey="Deoni S">SC Deoni</name>
</author>
<author><name sortKey="Peters, Tm" uniqKey="Peters T">TM Peters</name>
</author>
<author><name sortKey="Rutt, Bk" uniqKey="Rutt B">BK Rutt</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Deoni, Sc" uniqKey="Deoni S">SC Deoni</name>
</author>
<author><name sortKey="Dean, Dc" uniqKey="Dean D">DC Dean</name>
</author>
<author><name sortKey="O Uircheartaigh, J" uniqKey="O Uircheartaigh J">J O’Muircheartaigh</name>
</author>
<author><name sortKey="Dirks, H" uniqKey="Dirks H">H Dirks</name>
</author>
<author><name sortKey="Jerskey, Ba" uniqKey="Jerskey B">BA Jerskey</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Deoni, Sc" uniqKey="Deoni S">SC Deoni</name>
</author>
<author><name sortKey="Matthews, L" uniqKey="Matthews L">L Matthews</name>
</author>
<author><name sortKey="Kolind, Sh" uniqKey="Kolind S">SH Kolind</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Dubois, J" uniqKey="Dubois J">J Dubois</name>
</author>
<author><name sortKey="Hertz Pannier, L" uniqKey="Hertz Pannier L">L Hertz-Pannier</name>
</author>
<author><name sortKey="Dehaene Lambertz, G" uniqKey="Dehaene Lambertz G">G Dehaene-Lambertz</name>
</author>
<author><name sortKey="Cointepas, Y" uniqKey="Cointepas Y">Y Cointepas</name>
</author>
<author><name sortKey="Le Bihan, D" uniqKey="Le Bihan D">D Le Bihan</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Dubois, J" uniqKey="Dubois J">J Dubois</name>
</author>
<author><name sortKey="Dehaene Lambertz, G" uniqKey="Dehaene Lambertz G">G Dehaene-Lambertz</name>
</author>
<author><name sortKey="Perrin, M" uniqKey="Perrin M">M Perrin</name>
</author>
<author><name sortKey="Mangin, J F" uniqKey="Mangin J">J-F Mangin</name>
</author>
<author><name sortKey="Cointepas, Y" uniqKey="Cointepas Y">Y Cointepas</name>
</author>
<author><name sortKey="Duchesnay, E" uniqKey="Duchesnay E">E Duchesnay</name>
</author>
<author><name sortKey="Le Bihan, D" uniqKey="Le Bihan D">D Le Bihan</name>
</author>
<author><name sortKey="Hertz Pannier, L" uniqKey="Hertz Pannier L">L Hertz-Pannier</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Dubois, J" uniqKey="Dubois J">J Dubois</name>
</author>
<author><name sortKey="Dehaene Lambertz, G" uniqKey="Dehaene Lambertz G">G Dehaene-Lambertz</name>
</author>
<author><name sortKey="Kulikova, S" uniqKey="Kulikova S">S Kulikova</name>
</author>
<author><name sortKey="Poupon, C" uniqKey="Poupon C">C Poupon</name>
</author>
<author><name sortKey="Huppi, P" uniqKey="Huppi P">P Huppi</name>
</author>
<author><name sortKey="Hertz Pannier, L" uniqKey="Hertz Pannier L">L Hertz-Pannier</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Dubois, J" uniqKey="Dubois J">J Dubois</name>
</author>
<author><name sortKey="Kulikova, S" uniqKey="Kulikova S">S Kulikova</name>
</author>
<author><name sortKey="Hertz Pannier, L" uniqKey="Hertz Pannier L">L Hertz-Pannier</name>
</author>
<author><name sortKey="Mangin, J F" uniqKey="Mangin J">J-F Mangin</name>
</author>
<author><name sortKey="Dehaene Lambertz, G" uniqKey="Dehaene Lambertz G">G Dehaene-Lambertz</name>
</author>
<author><name sortKey="Poupon, C" uniqKey="Poupon C">C Poupon</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Duclap, D" uniqKey="Duclap D">D Duclap</name>
</author>
<author><name sortKey="Schmitt, A" uniqKey="Schmitt A">A Schmitt</name>
</author>
<author><name sortKey="Lebois, B" uniqKey="Lebois B">B Lebois</name>
</author>
<author><name sortKey="Riff, O" uniqKey="Riff O">O Riff</name>
</author>
<author><name sortKey="Guevara, P" uniqKey="Guevara P">P Guevara</name>
</author>
<author><name sortKey="Marrakchi Kacem, L" uniqKey="Marrakchi Kacem L">L Marrakchi-Kacem</name>
</author>
<author><name sortKey="Brion, V" uniqKey="Brion V">V Brion</name>
</author>
<author><name sortKey="Poupon, F" uniqKey="Poupon F">F Poupon</name>
</author>
<author><name sortKey="Poupon, C" uniqKey="Poupon C">C Poupon</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Engelbrecht, V" uniqKey="Engelbrecht V">V Engelbrecht</name>
</author>
<author><name sortKey="Rassek, M" uniqKey="Rassek M">M Rassek</name>
</author>
<author><name sortKey="Preiss, S" uniqKey="Preiss S">S Preiss</name>
</author>
<author><name sortKey="Wald, C" uniqKey="Wald C">C Wald</name>
</author>
<author><name sortKey="Modder, U" uniqKey="Modder U">U Mödder</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Flechsig, P" uniqKey="Flechsig P">P Flechsig</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Gao, W" uniqKey="Gao W">W Gao</name>
</author>
<author><name sortKey="Lin, W" uniqKey="Lin W">W Lin</name>
</author>
<author><name sortKey="Chen, Y" uniqKey="Chen Y">Y Chen</name>
</author>
<author><name sortKey="Gerig, G" uniqKey="Gerig G">G Gerig</name>
</author>
<author><name sortKey="Smith, Jk" uniqKey="Smith J">JK Smith</name>
</author>
<author><name sortKey="Jewells, V" uniqKey="Jewells V">V Jewells</name>
</author>
<author><name sortKey="Gilmore, Jh" uniqKey="Gilmore J">JH Gilmore</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Guevara, P" uniqKey="Guevara P">P Guevara</name>
</author>
<author><name sortKey="Poupon, C" uniqKey="Poupon C">C Poupon</name>
</author>
<author><name sortKey="Riviere, D" uniqKey="Riviere D">D Rivière</name>
</author>
<author><name sortKey="Cointepas, Y" uniqKey="Cointepas Y">Y Cointepas</name>
</author>
<author><name sortKey="Marrakchi, L" uniqKey="Marrakchi L">L Marrakchi</name>
</author>
<author><name sortKey="Descoteaux, M" uniqKey="Descoteaux M">M Descoteaux</name>
</author>
<author><name sortKey="Fillard, P" uniqKey="Fillard P">P Fillard</name>
</author>
<author><name sortKey="Thirion, B" uniqKey="Thirion B">B Thirion</name>
</author>
<author><name sortKey="Mangin, J F" uniqKey="Mangin J">J-F Mangin</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Huang, H" uniqKey="Huang H">H Huang</name>
</author>
<author><name sortKey="Zhang, J" uniqKey="Zhang J">J Zhang</name>
</author>
<author><name sortKey="Van Zijl, Pcm" uniqKey="Van Zijl P">PCM van Zijl</name>
</author>
<author><name sortKey="Mori, S" uniqKey="Mori S">S Mori</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Huppi, Ps" uniqKey="Huppi P">PS Hüppi</name>
</author>
<author><name sortKey="Maier, Se" uniqKey="Maier S">SE Maier</name>
</author>
<author><name sortKey="Peled, S" uniqKey="Peled S">S Peled</name>
</author>
<author><name sortKey="Zientara, Gp" uniqKey="Zientara G">GP Zientara</name>
</author>
<author><name sortKey="Barnes, Pd" uniqKey="Barnes P">PD Barnes</name>
</author>
<author><name sortKey="Jolesz, Fa" uniqKey="Jolesz F">FA Jolesz</name>
</author>
<author><name sortKey="Volpe, Jj" uniqKey="Volpe J">JJ Volpe</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Imperati, D" uniqKey="Imperati D">D Imperati</name>
</author>
<author><name sortKey="Colcombe, S" uniqKey="Colcombe S">S Colcombe</name>
</author>
<author><name sortKey="Kelly, C" uniqKey="Kelly C">C Kelly</name>
</author>
<author><name sortKey="Di Martino, A" uniqKey="Di Martino A">A Di Martino</name>
</author>
<author><name sortKey="Zhou, J" uniqKey="Zhou J">J Zhou</name>
</author>
<author><name sortKey="Castellanos, Fx" uniqKey="Castellanos F">FX Castellanos</name>
</author>
<author><name sortKey="Milham, Mp" uniqKey="Milham M">MP Milham</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Iwamura, M" uniqKey="Iwamura M">M Iwamura</name>
</author>
<author><name sortKey="Omachi, S" uniqKey="Omachi S">S Omachi</name>
</author>
<author><name sortKey="Aso, H" uniqKey="Aso H">H Aso</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Jorgensen, T" uniqKey="Jorgensen T">T Jorgensen</name>
</author>
<author><name sortKey="Rothrock, R" uniqKey="Rothrock R">R Rothrock</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Kinney, Hc" uniqKey="Kinney H">HC Kinney</name>
</author>
<author><name sortKey="Brody, Ba" uniqKey="Brody B">BA Brody</name>
</author>
<author><name sortKey="Kloman, As" uniqKey="Kloman A">AS Kloman</name>
</author>
<author><name sortKey="Gilles, Fh" uniqKey="Gilles F">FH Gilles</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Koenig, Sh" uniqKey="Koenig S">SH Koenig</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Kucharczyk, W" uniqKey="Kucharczyk W">W Kucharczyk</name>
</author>
<author><name sortKey="Macdonald, Pm" uniqKey="Macdonald P">PM Macdonald</name>
</author>
<author><name sortKey="Stanisz, Gj" uniqKey="Stanisz G">GJ Stanisz</name>
</author>
<author><name sortKey="Henkelman, Rm" uniqKey="Henkelman R">RM Henkelman</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Le Bihan, D" uniqKey="Le Bihan D">D le Bihan</name>
</author>
<author><name sortKey="Johansen Berg, H" uniqKey="Johansen Berg H">H Johansen-Berg</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Lebel, C" uniqKey="Lebel C">C Lebel</name>
</author>
<author><name sortKey="Beaulieu, C" uniqKey="Beaulieu C">C Beaulieu</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Lebel, C" uniqKey="Lebel C">C Lebel</name>
</author>
<author><name sortKey="Gee, M" uniqKey="Gee M">M Gee</name>
</author>
<author><name sortKey="Camicioli, R" uniqKey="Camicioli R">R Camicioli</name>
</author>
<author><name sortKey="Wieler, M" uniqKey="Wieler M">M Wieler</name>
</author>
<author><name sortKey="Martin, W" uniqKey="Martin W">W Martin</name>
</author>
<author><name sortKey="Beaulieu, C" uniqKey="Beaulieu C">C Beaulieu</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Mcardle, Cb" uniqKey="Mcardle C">CB McArdle</name>
</author>
<author><name sortKey="Richardson, Cj" uniqKey="Richardson C">CJ Richardson</name>
</author>
<author><name sortKey="Nicholas, Da" uniqKey="Nicholas D">DA Nicholas</name>
</author>
<author><name sortKey="Mirfakhraee, M" uniqKey="Mirfakhraee M">M Mirfakhraee</name>
</author>
<author><name sortKey="Hayden, Ck" uniqKey="Hayden C">CK Hayden</name>
</author>
<author><name sortKey="Amparo, Eg" uniqKey="Amparo E">EG Amparo</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Mccart, Rj" uniqKey="Mccart R">RJ McCart</name>
</author>
<author><name sortKey="Henry, Gh" uniqKey="Henry G">GH Henry</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Mezer, A" uniqKey="Mezer A">A Mezer</name>
</author>
<author><name sortKey="Yeatman, Jd" uniqKey="Yeatman J">JD Yeatman</name>
</author>
<author><name sortKey="Stikov, N" uniqKey="Stikov N">N Stikov</name>
</author>
<author><name sortKey="Kay, Kn" uniqKey="Kay K">KN Kay</name>
</author>
<author><name sortKey="Cho, N J" uniqKey="Cho N">N-J Cho</name>
</author>
<author><name sortKey="Dougherty, Rf" uniqKey="Dougherty R">RF Dougherty</name>
</author>
<author><name sortKey="Perry, Ml" uniqKey="Perry M">ML Perry</name>
</author>
<author><name sortKey="Parvizi, J" uniqKey="Parvizi J">J Parvizi</name>
</author>
<author><name sortKey="Hua, Lh" uniqKey="Hua L">LH Hua</name>
</author>
<author><name sortKey="Butts Pauly, K" uniqKey="Butts Pauly K">K Butts-Pauly</name>
</author>
<author><name sortKey="Wandell, Ba" uniqKey="Wandell B">BA Wandell</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Mori, S" uniqKey="Mori S">S Mori</name>
</author>
<author><name sortKey="Van Zijl, Pcm" uniqKey="Van Zijl P">PCM van Zijl</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Nossin Manor, R" uniqKey="Nossin Manor R">R Nossin-Manor</name>
</author>
<author><name sortKey="Card, D" uniqKey="Card D">D Card</name>
</author>
<author><name sortKey="Morris, D" uniqKey="Morris D">D Morris</name>
</author>
<author><name sortKey="Noormohamed, S" uniqKey="Noormohamed S">S Noormohamed</name>
</author>
<author><name sortKey="Shroff, Mm" uniqKey="Shroff M">MM Shroff</name>
</author>
<author><name sortKey="Whyte, He" uniqKey="Whyte H">HE Whyte</name>
</author>
<author><name sortKey="Taylor, Mj" uniqKey="Taylor M">MJ Taylor</name>
</author>
<author><name sortKey="Sled, Jg" uniqKey="Sled J">JG Sled</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Omachi, S" uniqKey="Omachi S">S Omachi</name>
</author>
<author><name sortKey="Sun, F" uniqKey="Sun F">F Sun</name>
</author>
<author><name sortKey="Aso, H" uniqKey="Aso H">H Aso</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Paus, T" uniqKey="Paus T">T Paus</name>
</author>
<author><name sortKey="Zijdenbos, A" uniqKey="Zijdenbos A">A Zijdenbos</name>
</author>
<author><name sortKey="Worsley, K" uniqKey="Worsley K">K Worsley</name>
</author>
<author><name sortKey="Collins, D" uniqKey="Collins D">D Collins</name>
</author>
<author><name sortKey="Blumenthal, J" uniqKey="Blumenthal J">J Blumenthal</name>
</author>
<author><name sortKey="Giedd, J" uniqKey="Giedd J">J Giedd</name>
</author>
<author><name sortKey="Rapoport, J" uniqKey="Rapoport J">J Rapoport</name>
</author>
<author><name sortKey="Evans, A" uniqKey="Evans A">A Evans</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Paus, T" uniqKey="Paus T">T Paus</name>
</author>
<author><name sortKey="Collins, Dl" uniqKey="Collins D">DL Collins</name>
</author>
<author><name sortKey="Evans, Ac" uniqKey="Evans A">AC Evans</name>
</author>
<author><name sortKey="Leonard, G" uniqKey="Leonard G">G Leonard</name>
</author>
<author><name sortKey="Pike, B" uniqKey="Pike B">B Pike</name>
</author>
<author><name sortKey="Zijdenbos, A" uniqKey="Zijdenbos A">A Zijdenbos</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Perrin, M" uniqKey="Perrin M">M Perrin</name>
</author>
<author><name sortKey="Poupon, C" uniqKey="Poupon C">C Poupon</name>
</author>
<author><name sortKey="Cointepas, Y" uniqKey="Cointepas Y">Y Cointepas</name>
</author>
<author><name sortKey="Rieul, B" uniqKey="Rieul B">B Rieul</name>
</author>
<author><name sortKey="Golestani, N" uniqKey="Golestani N">N Golestani</name>
</author>
<author><name sortKey="Pallier, C" uniqKey="Pallier C">C Pallier</name>
</author>
<author><name sortKey="Riviere, D" uniqKey="Riviere D">D Rivière</name>
</author>
<author><name sortKey="Constantinesco, A" uniqKey="Constantinesco A">A Constantinesco</name>
</author>
<author><name sortKey="Le Bihan, D" uniqKey="Le Bihan D">D le Bihan</name>
</author>
<author><name sortKey="Mangin, Jf" uniqKey="Mangin J">JF Mangin</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Rutherford, Ma" uniqKey="Rutherford M">MA Rutherford</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Steen, Rg" uniqKey="Steen R">RG Steen</name>
</author>
<author><name sortKey="Ogg, Rj" uniqKey="Ogg R">RJ Ogg</name>
</author>
<author><name sortKey="Reddick, We" uniqKey="Reddick W">WE Reddick</name>
</author>
<author><name sortKey="Kingsley, Pb" uniqKey="Kingsley P">PB Kingsley</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Suarez, Ro" uniqKey="Suarez R">RO Suarez</name>
</author>
<author><name sortKey="Commowick, O" uniqKey="Commowick O">O Commowick</name>
</author>
<author><name sortKey="Prabhu, Sp" uniqKey="Prabhu S">SP Prabhu</name>
</author>
<author><name sortKey="Warfield, Sk" uniqKey="Warfield S">SK Warfield</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Van Buchem, Ma" uniqKey="Van Buchem M">MA van Buchem</name>
</author>
<author><name sortKey="Steens, Sc" uniqKey="Steens S">SC Steens</name>
</author>
<author><name sortKey="Vrooman, Ha" uniqKey="Vrooman H">HA Vrooman</name>
</author>
<author><name sortKey="Zwinderman, Ah" uniqKey="Zwinderman A">AH Zwinderman</name>
</author>
<author><name sortKey="Mcgowan, Jc" uniqKey="Mcgowan J">JC McGowan</name>
</author>
<author><name sortKey="Rassek, M" uniqKey="Rassek M">M Rassek</name>
</author>
<author><name sortKey="Engelbrecht, V" uniqKey="Engelbrecht V">V Engelbrecht</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Van Der Knaap" uniqKey="Van Der Knaap">van der Knaap</name>
</author>
<author><name sortKey="Marjo, S" uniqKey="Marjo S">S Marjo</name>
</author>
<author><name sortKey="Jacob Valk" uniqKey="Jacob Valk">Jacob Valk</name>
</author>
</analytic>
</biblStruct>
<biblStruct></biblStruct>
<biblStruct><analytic><author><name sortKey="Watanabe, M" uniqKey="Watanabe M">M Watanabe</name>
</author>
<author><name sortKey="Liao, Jh" uniqKey="Liao J">JH Liao</name>
</author>
<author><name sortKey="Jara, H" uniqKey="Jara H">H Jara</name>
</author>
<author><name sortKey="Sakai, O" uniqKey="Sakai O">O Sakai</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Yakovlev, P" uniqKey="Yakovlev P">P Yakovlev</name>
</author>
<author><name sortKey="Lecours, A" uniqKey="Lecours A">A Lecours</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Young, I" uniqKey="Young I">I Young</name>
</author>
</analytic>
</biblStruct>
<biblStruct><analytic><author><name sortKey="Zhang, J" uniqKey="Zhang J">J Zhang</name>
</author>
<author><name sortKey="Evans, A" uniqKey="Evans A">A Evans</name>
</author>
<author><name sortKey="Hermoye, L" uniqKey="Hermoye L">L Hermoye</name>
</author>
<author><name sortKey="Lee, S K" uniqKey="Lee S">S-K Lee</name>
</author>
<author><name sortKey="Wakana, S" uniqKey="Wakana S">S Wakana</name>
</author>
<author><name sortKey="Zhang, W" uniqKey="Zhang W">W Zhang</name>
</author>
<author><name sortKey="Donohue, P" uniqKey="Donohue P">P Donohue</name>
</author>
<author><name sortKey="Miller, Mi" uniqKey="Miller M">MI Miller</name>
</author>
<author><name sortKey="Huang, H" uniqKey="Huang H">H Huang</name>
</author>
<author><name sortKey="Wang, X" uniqKey="Wang X">X Wang</name>
</author>
<author><name sortKey="Van Zijl, Pcm" uniqKey="Van Zijl P">PCM van Zijl</name>
</author>
<author><name sortKey="Mori, S" uniqKey="Mori S">S Mori</name>
</author>
</analytic>
</biblStruct>
</listBibl>
</div1>
</back>
</TEI>
<affiliations><list><country><li>France</li>
</country>
<region><li>Grand Est</li>
<li>Lorraine (région)</li>
<li>Île-de-France</li>
</region>
<settlement><li>Gif-sur-Yvette</li>
<li>Nancy</li>
</settlement>
<orgName><li>Université de Lorraine</li>
</orgName>
</list>
<tree><country name="France"><region name="Île-de-France"><name sortKey="Kulikova, S" sort="Kulikova, S" uniqKey="Kulikova S" first="S." last="Kulikova">S. Kulikova</name>
</region>
<name sortKey="Buzmakov, A" sort="Buzmakov, A" uniqKey="Buzmakov A" first="A." last="Buzmakov">A. Buzmakov</name>
<name sortKey="Dehaene Lambertz, G" sort="Dehaene Lambertz, G" uniqKey="Dehaene Lambertz G" first="G." last="Dehaene-Lambertz">G. Dehaene-Lambertz</name>
<name sortKey="Dubois, J" sort="Dubois, J" uniqKey="Dubois J" first="J." last="Dubois">J. Dubois</name>
<name sortKey="Hertz Pannier, L" sort="Hertz Pannier, L" uniqKey="Hertz Pannier L" first="L." last="Hertz-Pannier">L. Hertz-Pannier</name>
<name sortKey="Hertz Pannier, L" sort="Hertz Pannier, L" uniqKey="Hertz Pannier L" first="L." last="Hertz-Pannier">L. Hertz-Pannier</name>
<name sortKey="Poupon, C" sort="Poupon, C" uniqKey="Poupon C" first="C." last="Poupon">C. Poupon</name>
</country>
</tree>
</affiliations>
</record>
Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Wicri/Lorraine/explor/InforLorV4/Data/Main/Exploration
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 000E00 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd -nk 000E00 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien |wiki= Wicri/Lorraine |area= InforLorV4 |flux= Main |étape= Exploration |type= RBID |clé= PMC:4575699 |texte= Multi-parametric evaluation of the white matter maturation }}
Pour générer des pages wiki
HfdIndexSelect -h $EXPLOR_AREA/Data/Main/Exploration/RBID.i -Sk "pubmed:25183543" \ | HfdSelect -Kh $EXPLOR_AREA/Data/Main/Exploration/biblio.hfd \ | NlmPubMed2Wicri -a InforLorV4
This area was generated with Dilib version V0.6.33. |