La maladie de Parkinson en France (serveur d'exploration)

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Magnetic Resonance Imaging Features of the Nigrostriatal System: Biomarkers of Parkinson’s Disease Stages?

Identifieur interne : 000147 ( Pmc/Curation ); précédent : 000146; suivant : 000148

Magnetic Resonance Imaging Features of the Nigrostriatal System: Biomarkers of Parkinson’s Disease Stages?

Auteurs : Lucie Hopes [France] ; Guillaume Grolez [France] ; Caroline Moreau [France] ; Renaud Lopes [France] ; Gilles Ryckewaert [France] ; Nicolas Carrière [France] ; Florent Auger [France] ; Charlotte Laloux [France] ; Maud Petrault [France] ; Jean-Christophe Devedjian [France] ; Regis Bordet [France] ; Luc Defebvre [France] ; Patrice Jissendi [France] ; Christine Delmaire [France] ; David Devos [France]

Source :

RBID : PMC:4818028

Abstract

Introduction

Magnetic resonance imaging (MRI) can be used to identify biomarkers in Parkinson’s disease (PD); R2* values reflect iron content related to high levels of oxidative stress, whereas volume and/or shape changes reflect neuronal death. We sought to assess iron overload in the nigrostriatal system and characterize its relationship with focal and overall atrophy of the striatum in the pivotal stages of PD.

Methods

Twenty controls and 70 PD patients at different disease stages (untreated de novo patients, treated early-stage patients and advanced-stage patients with L-dopa-related motor complications) were included in the study. We determined the R2* values in the substantia nigra, putamen and caudate nucleus, together with striatal volume and shape analysis. We also measured R2* in an acute MPTP mouse model and in a longitudinal follow-up two years later in the early-stage PD patients.

Results

The R2* values in the substantia nigra, putamen and caudate nucleus were significantly higher in de novo PD patients than in controls. Early-stage patients displayed significantly higher R2* values in the substantia nigra (with changes in striatal shape), relative to de novo patients. Measurements after a two-year follow-up in early-stage patients and characterization of the acute MPTP mouse model confirmed that R2* changed rapidly with disease progression. Advanced-stage patients displayed significant atrophy of striatum, relative to earlier disease stages.

Conclusion

Each pivotal stage in PD appears to be characterized by putative nigrostriatal MRI biomarkers: iron overload at the de novo stage, striatal shape changes at early-stage disease and generalized striatal atrophy at advanced disease.


Url:
DOI: 10.1371/journal.pone.0147947
PubMed: 27035571
PubMed Central: 4818028

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PMC:4818028

Le document en format XML

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<title xml:lang="en" level="a" type="main">Magnetic Resonance Imaging Features of the Nigrostriatal System: Biomarkers of Parkinson’s Disease Stages?</title>
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<name sortKey="Hopes, Lucie" sort="Hopes, Lucie" uniqKey="Hopes L" first="Lucie" last="Hopes">Lucie Hopes</name>
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<name sortKey="Lopes, Renaud" sort="Lopes, Renaud" uniqKey="Lopes R" first="Renaud" last="Lopes">Renaud Lopes</name>
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<name sortKey="Ryckewaert, Gilles" sort="Ryckewaert, Gilles" uniqKey="Ryckewaert G" first="Gilles" last="Ryckewaert">Gilles Ryckewaert</name>
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<name sortKey="Carriere, Nicolas" sort="Carriere, Nicolas" uniqKey="Carriere N" first="Nicolas" last="Carrière">Nicolas Carrière</name>
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<addr-line>Department of Small Animal Imaging Unit, Lille University, Lille, France</addr-line>
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<wicri:regionArea>Department of Small Animal Imaging Unit, Lille University, Lille</wicri:regionArea>
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<name sortKey="Laloux, Charlotte" sort="Laloux, Charlotte" uniqKey="Laloux C" first="Charlotte" last="Laloux">Charlotte Laloux</name>
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<addr-line>Department of Medical Pharmacology, Lille University, Lille, France</addr-line>
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<country xml:lang="fr">France</country>
<wicri:regionArea>Department of Medical Pharmacology, Lille University, Lille</wicri:regionArea>
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<name sortKey="Petrault, Maud" sort="Petrault, Maud" uniqKey="Petrault M" first="Maud" last="Petrault">Maud Petrault</name>
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<addr-line>INSERM U1171, Faculty of Medicine, Lille University, Lille, France</addr-line>
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<country xml:lang="fr">France</country>
<wicri:regionArea>INSERM U1171, Faculty of Medicine, Lille University, Lille</wicri:regionArea>
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<addr-line>Department of Medical Pharmacology, Lille University, Lille, France</addr-line>
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<wicri:regionArea>Department of Medical Pharmacology, Lille University, Lille</wicri:regionArea>
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<name sortKey="Devedjian, Jean Christophe" sort="Devedjian, Jean Christophe" uniqKey="Devedjian J" first="Jean-Christophe" last="Devedjian">Jean-Christophe Devedjian</name>
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</author>
<author>
<name sortKey="Bordet, Regis" sort="Bordet, Regis" uniqKey="Bordet R" first="Regis" last="Bordet">Regis Bordet</name>
<affiliation wicri:level="1">
<nlm:aff id="aff002">
<addr-line>INSERM U1171, Faculty of Medicine, Lille University, Lille, France</addr-line>
</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>INSERM U1171, Faculty of Medicine, Lille University, Lille</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff005">
<addr-line>Department of Medical Pharmacology, Lille University, Lille, France</addr-line>
</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>Department of Medical Pharmacology, Lille University, Lille</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Defebvre, Luc" sort="Defebvre, Luc" uniqKey="Defebvre L" first="Luc" last="Defebvre">Luc Defebvre</name>
<affiliation wicri:level="1">
<nlm:aff id="aff001">
<addr-line>Department of Movement Disorders and Neurology, Lille University Hospital, Lille, France</addr-line>
</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>Department of Movement Disorders and Neurology, Lille University Hospital, Lille</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff002">
<addr-line>INSERM U1171, Faculty of Medicine, Lille University, Lille, France</addr-line>
</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>INSERM U1171, Faculty of Medicine, Lille University, Lille</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Jissendi, Patrice" sort="Jissendi, Patrice" uniqKey="Jissendi P" first="Patrice" last="Jissendi">Patrice Jissendi</name>
<affiliation wicri:level="1">
<nlm:aff id="aff002">
<addr-line>INSERM U1171, Faculty of Medicine, Lille University, Lille, France</addr-line>
</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>INSERM U1171, Faculty of Medicine, Lille University, Lille</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff003">
<addr-line>Department of Neuroradiology, Lille University Hospital, Lille, France</addr-line>
</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>Department of Neuroradiology, Lille University Hospital, Lille</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Delmaire, Christine" sort="Delmaire, Christine" uniqKey="Delmaire C" first="Christine" last="Delmaire">Christine Delmaire</name>
<affiliation wicri:level="1">
<nlm:aff id="aff002">
<addr-line>INSERM U1171, Faculty of Medicine, Lille University, Lille, France</addr-line>
</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>INSERM U1171, Faculty of Medicine, Lille University, Lille</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff003">
<addr-line>Department of Neuroradiology, Lille University Hospital, Lille, France</addr-line>
</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>Department of Neuroradiology, Lille University Hospital, Lille</wicri:regionArea>
</affiliation>
</author>
<author>
<name sortKey="Devos, David" sort="Devos, David" uniqKey="Devos D" first="David" last="Devos">David Devos</name>
<affiliation wicri:level="1">
<nlm:aff id="aff001">
<addr-line>Department of Movement Disorders and Neurology, Lille University Hospital, Lille, France</addr-line>
</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>Department of Movement Disorders and Neurology, Lille University Hospital, Lille</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff002">
<addr-line>INSERM U1171, Faculty of Medicine, Lille University, Lille, France</addr-line>
</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>INSERM U1171, Faculty of Medicine, Lille University, Lille</wicri:regionArea>
</affiliation>
<affiliation wicri:level="1">
<nlm:aff id="aff005">
<addr-line>Department of Medical Pharmacology, Lille University, Lille, France</addr-line>
</nlm:aff>
<country xml:lang="fr">France</country>
<wicri:regionArea>Department of Medical Pharmacology, Lille University, Lille</wicri:regionArea>
</affiliation>
</author>
</analytic>
<series>
<title level="j">PLoS ONE</title>
<idno type="eISSN">1932-6203</idno>
<imprint>
<date when="2016">2016</date>
</imprint>
</series>
</biblStruct>
</sourceDesc>
</fileDesc>
<profileDesc>
<textClass></textClass>
</profileDesc>
</teiHeader>
<front>
<div type="abstract" xml:lang="en">
<sec id="sec001">
<title>Introduction</title>
<p>Magnetic resonance imaging (MRI) can be used to identify biomarkers in Parkinson’s disease (PD); R2* values reflect iron content related to high levels of oxidative stress, whereas volume and/or shape changes reflect neuronal death. We sought to assess iron overload in the nigrostriatal system and characterize its relationship with focal and overall atrophy of the striatum in the pivotal stages of PD.</p>
</sec>
<sec id="sec002">
<title>Methods</title>
<p>Twenty controls and 70 PD patients at different disease stages (untreated
<italic>de novo</italic>
patients, treated early-stage patients and advanced-stage patients with L-dopa-related motor complications) were included in the study. We determined the R2* values in the substantia nigra, putamen and caudate nucleus, together with striatal volume and shape analysis. We also measured R2* in an acute MPTP mouse model and in a longitudinal follow-up two years later in the early-stage PD patients.</p>
</sec>
<sec id="sec003">
<title>Results</title>
<p>The R2* values in the substantia nigra, putamen and caudate nucleus were significantly higher in
<italic>de novo</italic>
PD patients than in controls. Early-stage patients displayed significantly higher R2* values in the substantia nigra (with changes in striatal shape), relative to
<italic>de novo</italic>
patients. Measurements after a two-year follow-up in early-stage patients and characterization of the acute MPTP mouse model confirmed that R2* changed rapidly with disease progression. Advanced-stage patients displayed significant atrophy of striatum, relative to earlier disease stages.</p>
</sec>
<sec id="sec004">
<title>Conclusion</title>
<p>Each pivotal stage in PD appears to be characterized by putative nigrostriatal MRI biomarkers: iron overload at the
<italic>de novo</italic>
stage, striatal shape changes at early-stage disease and generalized striatal atrophy at advanced disease.</p>
</sec>
</div>
</front>
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<journal-title>PLoS ONE</journal-title>
</journal-title-group>
<issn pub-type="epub">1932-6203</issn>
<publisher>
<publisher-name>Public Library of Science</publisher-name>
<publisher-loc>San Francisco, CA USA</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="pmid">27035571</article-id>
<article-id pub-id-type="pmc">4818028</article-id>
<article-id pub-id-type="doi">10.1371/journal.pone.0147947</article-id>
<article-id pub-id-type="publisher-id">PONE-D-15-28863</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Research Article</subject>
</subj-group>
<subj-group subj-group-type="Discipline-v3">
<subject>Medicine and Health Sciences</subject>
<subj-group>
<subject>Neurology</subject>
<subj-group>
<subject>Neurodegenerative Diseases</subject>
<subj-group>
<subject>Movement Disorders</subject>
<subj-group>
<subject>Parkinson Disease</subject>
</subj-group>
</subj-group>
</subj-group>
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<subj-group>
<subject>Diagnostic Medicine</subject>
<subj-group>
<subject>Diagnostic Radiology</subject>
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<subject>Research and Analysis Methods</subject>
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<subject>Research and Analysis Methods</subject>
<subj-group>
<subject>Model Organisms</subject>
<subj-group>
<subject>Animal Models</subject>
<subj-group>
<subject>Mouse Models</subject>
</subj-group>
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<subject>Biology and Life Sciences</subject>
<subj-group>
<subject>Biochemistry</subject>
<subj-group>
<subject>Biomarkers</subject>
</subj-group>
</subj-group>
</subj-group>
<subj-group subj-group-type="Discipline-v3">
<subject>Biology and Life Sciences</subject>
<subj-group>
<subject>Anatomy</subject>
<subj-group>
<subject>Brain</subject>
<subj-group>
<subject>Basal Ganglia</subject>
<subj-group>
<subject>Caudate Nucleus</subject>
</subj-group>
</subj-group>
</subj-group>
</subj-group>
</subj-group>
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<subject>Medicine and Health Sciences</subject>
<subj-group>
<subject>Anatomy</subject>
<subj-group>
<subject>Brain</subject>
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<subject>Basal Ganglia</subject>
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<subject>Biology and Life Sciences</subject>
<subj-group>
<subject>Anatomy</subject>
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<subject>Brain</subject>
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<subject>Substantia Nigra</subject>
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</subj-group>
</subj-group>
</subj-group>
<subj-group subj-group-type="Discipline-v3">
<subject>Medicine and Health Sciences</subject>
<subj-group>
<subject>Anatomy</subject>
<subj-group>
<subject>Brain</subject>
<subj-group>
<subject>Substantia Nigra</subject>
</subj-group>
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<subject>Biology and Life Sciences</subject>
<subj-group>
<subject>Anatomy</subject>
<subj-group>
<subject>Brain</subject>
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<subject>Neostriatum</subject>
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<subject>Medicine and Health Sciences</subject>
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<subject>Anatomy</subject>
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<subject>Brain</subject>
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</article-categories>
<title-group>
<article-title>Magnetic Resonance Imaging Features of the Nigrostriatal System: Biomarkers of Parkinson’s Disease Stages?</article-title>
<alt-title alt-title-type="running-head">MRI Biomarkers in Parkinson’s Disease</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Hopes</surname>
<given-names>Lucie</given-names>
</name>
<xref ref-type="aff" rid="aff001">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff002">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="cor001">*</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Grolez</surname>
<given-names>Guillaume</given-names>
</name>
<xref ref-type="aff" rid="aff001">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff002">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Moreau</surname>
<given-names>Caroline</given-names>
</name>
<xref ref-type="aff" rid="aff001">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff002">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lopes</surname>
<given-names>Renaud</given-names>
</name>
<xref ref-type="aff" rid="aff002">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff003">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ryckewaert</surname>
<given-names>Gilles</given-names>
</name>
<xref ref-type="aff" rid="aff001">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Carrière</surname>
<given-names>Nicolas</given-names>
</name>
<xref ref-type="aff" rid="aff001">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff002">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Auger</surname>
<given-names>Florent</given-names>
</name>
<xref ref-type="aff" rid="aff002">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff004">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Laloux</surname>
<given-names>Charlotte</given-names>
</name>
<xref ref-type="aff" rid="aff002">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff005">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Petrault</surname>
<given-names>Maud</given-names>
</name>
<xref ref-type="aff" rid="aff002">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff005">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Devedjian</surname>
<given-names>Jean-Christophe</given-names>
</name>
<xref ref-type="aff" rid="aff002">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff005">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bordet</surname>
<given-names>Regis</given-names>
</name>
<xref ref-type="aff" rid="aff002">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff005">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Defebvre</surname>
<given-names>Luc</given-names>
</name>
<xref ref-type="aff" rid="aff001">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff002">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jissendi</surname>
<given-names>Patrice</given-names>
</name>
<xref ref-type="aff" rid="aff002">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff003">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Delmaire</surname>
<given-names>Christine</given-names>
</name>
<xref ref-type="aff" rid="aff002">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff003">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Devos</surname>
<given-names>David</given-names>
</name>
<xref ref-type="aff" rid="aff001">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff002">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff005">
<sup>5</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff001">
<label>1</label>
<addr-line>Department of Movement Disorders and Neurology, Lille University Hospital, Lille, France</addr-line>
</aff>
<aff id="aff002">
<label>2</label>
<addr-line>INSERM U1171, Faculty of Medicine, Lille University, Lille, France</addr-line>
</aff>
<aff id="aff003">
<label>3</label>
<addr-line>Department of Neuroradiology, Lille University Hospital, Lille, France</addr-line>
</aff>
<aff id="aff004">
<label>4</label>
<addr-line>Department of Small Animal Imaging Unit, Lille University, Lille, France</addr-line>
</aff>
<aff id="aff005">
<label>5</label>
<addr-line>Department of Medical Pharmacology, Lille University, Lille, France</addr-line>
</aff>
<contrib-group>
<contrib contrib-type="editor">
<name>
<surname>Fleming</surname>
<given-names>Sheila M</given-names>
</name>
<role>Editor</role>
<xref ref-type="aff" rid="edit1"></xref>
</contrib>
</contrib-group>
<aff id="edit1">
<addr-line>University of Cincinnati, UNITED STATES</addr-line>
</aff>
<author-notes>
<fn fn-type="conflict" id="coi001">
<p>
<bold>Competing Interests: </bold>
The authors have the following interests: Lucie Hopes, Guillaume Grolez, Renaud Lopes, Christine Demaire, Florent Auger, Charlotte Laloux, Maud Petrault, Jean-Christophe Devedjian, Gilles Ryckewaert and Patrice Jissendi have no disclosures to report. Caroline Moreau has served on the Scientific Advisory Board for Aguettant and Abbvie. Kathy Dujardin has served on the Scientific Advisory Board for Novartis and received a grant from the MJ Fox Foundation for Parkinson's research. Régis Bordet receives funding from the French Ministry of Research. He has received various honoraria from pharmaceutical companies (Novartis, Lundbeck, Boehringer Ingelheim) for consultancy and lectures at symposia. Luc Defebvre has served on the Scientific Advisory Board for Novartis, Aguettant, and Abbvie and has received various honoraria from pharmaceutical companies (Abbvie) for consultancy and lectures on Parkinson’s disease at symposia. David Devos served on the Scientific Advisory Board for Novartis and Aguettant. He has received research funding from the French Ministry of Health and the ARSLA charity, together with consultancy fees and speaker's fees from pharmaceutical companies (Novartis, Lundbeck, Boehringer Ingelheim, Teva, ABBVIE, Aguettant, Medtronic). There are no patents, products in development or marketed products to declare. This does not alter the authors' adherence to all the PLOS ONE policies on sharing data and materials, as detailed online in the guide for authors.</p>
</fn>
<fn fn-type="con" id="contrib001">
<p>Conceived and designed the experiments: DD PJ LD RB CM LH GG RL CD FA CL MP JCD GR NC. Performed the experiments: LH GG GR PJ RL FA CL MP. Analyzed the data: DD LH GG GR FA CL MP. Contributed reagents/materials/analysis tools: RL CD PJ RB DD FA CL MP JCD. Wrote the paper: LH DD RL.</p>
</fn>
<corresp id="cor001">* E-mail:
<email>lucie.hopes@hotmail.fr</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>1</day>
<month>4</month>
<year>2016</year>
</pub-date>
<pub-date pub-type="collection">
<year>2016</year>
</pub-date>
<volume>11</volume>
<issue>4</issue>
<elocation-id>e0147947</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>7</month>
<year>2015</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>1</month>
<year>2016</year>
</date>
</history>
<permissions>
<copyright-statement>© 2016 Hopes et al</copyright-statement>
<copyright-year>2016</copyright-year>
<copyright-holder>Hopes et al</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<license-p>This is an open access article distributed under the terms of the
<ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License</ext-link>
, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:type="simple" xlink:href="pone.0147947.pdf"></self-uri>
<abstract>
<sec id="sec001">
<title>Introduction</title>
<p>Magnetic resonance imaging (MRI) can be used to identify biomarkers in Parkinson’s disease (PD); R2* values reflect iron content related to high levels of oxidative stress, whereas volume and/or shape changes reflect neuronal death. We sought to assess iron overload in the nigrostriatal system and characterize its relationship with focal and overall atrophy of the striatum in the pivotal stages of PD.</p>
</sec>
<sec id="sec002">
<title>Methods</title>
<p>Twenty controls and 70 PD patients at different disease stages (untreated
<italic>de novo</italic>
patients, treated early-stage patients and advanced-stage patients with L-dopa-related motor complications) were included in the study. We determined the R2* values in the substantia nigra, putamen and caudate nucleus, together with striatal volume and shape analysis. We also measured R2* in an acute MPTP mouse model and in a longitudinal follow-up two years later in the early-stage PD patients.</p>
</sec>
<sec id="sec003">
<title>Results</title>
<p>The R2* values in the substantia nigra, putamen and caudate nucleus were significantly higher in
<italic>de novo</italic>
PD patients than in controls. Early-stage patients displayed significantly higher R2* values in the substantia nigra (with changes in striatal shape), relative to
<italic>de novo</italic>
patients. Measurements after a two-year follow-up in early-stage patients and characterization of the acute MPTP mouse model confirmed that R2* changed rapidly with disease progression. Advanced-stage patients displayed significant atrophy of striatum, relative to earlier disease stages.</p>
</sec>
<sec id="sec004">
<title>Conclusion</title>
<p>Each pivotal stage in PD appears to be characterized by putative nigrostriatal MRI biomarkers: iron overload at the
<italic>de novo</italic>
stage, striatal shape changes at early-stage disease and generalized striatal atrophy at advanced disease.</p>
</sec>
</abstract>
<funding-group>
<funding-statement>The study was funded by the French Ministry of Health as part of the Projet Hospitalier Recherche Clinique (PHRC) programme (grant reference number: 2008−006842−25).</funding-statement>
</funding-group>
<counts>
<fig-count count="2"></fig-count>
<table-count count="2"></table-count>
<page-count count="12"></page-count>
</counts>
<custom-meta-group>
<custom-meta id="data-availability">
<meta-name>Data Availability</meta-name>
<meta-value>All relevant data are within the paper.</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
<notes>
<title>Data Availability</title>
<p>All relevant data are within the paper.</p>
</notes>
</front>
</pmc>
</record>

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