Metabolic Network Abnormalities in Drug‐Naïve Parkinson's Disease
Background An ideal imaging biomarker for a neurodegenerative disorder should be able to measure abnormalities in the earliest stages of the disease. Objective We investigated metabolic network changes in two independent cohorts of drug‐naïve Parkinson's disease (PD) patients who have not been...
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Veröffentlicht in: | Movement disorders 2020-04, Vol.35 (4), p.587-594 |
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creator | Schindlbeck, Katharina A. Lucas‐Jiménez, Olaia Tang, Chris C. Morbelli, Silvia Arnaldi, Dario Pardini, Matteo Pagani, Marco Ibarretxe‐Bilbao, Naroa Ojeda, Natalia Nobili, Flavio Eidelberg, David |
description | Background
An ideal imaging biomarker for a neurodegenerative disorder should be able to measure abnormalities in the earliest stages of the disease.
Objective
We investigated metabolic network changes in two independent cohorts of drug‐naïve Parkinson's disease (PD) patients who have not been exposed to dopaminergic medication.
Methods
We scanned 85 de novo, drug‐naïve PD patients and 85 age‐matched healthy control subjects from Italy (n = 96) and the United States (n = 74) with [18F]‐fluorodeoxyglucose PET. All patients had clinical follow‐ups to verify the diagnosis of idiopathic PD. Spatial covariance analysis was used to identify and validate de novo PD‐related metabolic patterns in the Italian and U.S. cohorts. We compared the de novo PD‐related metabolic patterns to the original PD‐related pattern that was identified in more advanced patients who had been on chronic dopaminergic treatment.
Results
De novo PD‐related metabolic patterns were identified in each of the two independent cohorts of drug‐naïve PD patients, and each differentiated PD patients from healthy control subjects. Expression values for these disease patterns were elevated in drug‐naïve PD patients relative to healthy controls in the identification as well as in each of the validation subgroups. The two de novo PD‐related metabolic patterns were topographically very similar to each other and to the original PD‐related pattern.
Conclusions
Reproducible PD‐related patterns are expressed in de novo, drug‐naïve PD patients. In PD, disease‐related metabolic patterns have stereotyped topographies that develop independently of chronic levodopa treatment. © 2019 International Parkinson and Movement Disorder Society |
doi_str_mv | 10.1002/mds.27960 |
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An ideal imaging biomarker for a neurodegenerative disorder should be able to measure abnormalities in the earliest stages of the disease.
Objective
We investigated metabolic network changes in two independent cohorts of drug‐naïve Parkinson's disease (PD) patients who have not been exposed to dopaminergic medication.
Methods
We scanned 85 de novo, drug‐naïve PD patients and 85 age‐matched healthy control subjects from Italy (n = 96) and the United States (n = 74) with [18F]‐fluorodeoxyglucose PET. All patients had clinical follow‐ups to verify the diagnosis of idiopathic PD. Spatial covariance analysis was used to identify and validate de novo PD‐related metabolic patterns in the Italian and U.S. cohorts. We compared the de novo PD‐related metabolic patterns to the original PD‐related pattern that was identified in more advanced patients who had been on chronic dopaminergic treatment.
Results
De novo PD‐related metabolic patterns were identified in each of the two independent cohorts of drug‐naïve PD patients, and each differentiated PD patients from healthy control subjects. Expression values for these disease patterns were elevated in drug‐naïve PD patients relative to healthy controls in the identification as well as in each of the validation subgroups. The two de novo PD‐related metabolic patterns were topographically very similar to each other and to the original PD‐related pattern.
Conclusions
Reproducible PD‐related patterns are expressed in de novo, drug‐naïve PD patients. In PD, disease‐related metabolic patterns have stereotyped topographies that develop independently of chronic levodopa treatment. © 2019 International Parkinson and Movement Disorder Society</description><identifier>ISSN: 0885-3185</identifier><identifier>EISSN: 1531-8257</identifier><identifier>DOI: 10.1002/mds.27960</identifier><identifier>PMID: 31872507</identifier><language>eng</language><publisher>Hoboken, USA: John Wiley & Sons, Inc</publisher><subject>Dopamine receptors ; drug naïve ; Humans ; imaging biomarker ; Italy ; Levodopa ; Metabolic networks ; Metabolic Networks and Pathways ; Metabolism ; Movement disorders ; network analysis ; Neurodegenerative diseases ; Parkinson Disease - diagnostic imaging ; Parkinson Disease - drug therapy ; Parkinson's disease ; Patients ; PET ; Pharmaceutical Preparations ; Positron emission tomography</subject><ispartof>Movement disorders, 2020-04, Vol.35 (4), p.587-594</ispartof><rights>2019 International Parkinson and Movement Disorder Society</rights><rights>2019 International Parkinson and Movement Disorder Society.</rights><rights>2020 International Parkinson and Movement Disorder Society</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3530-167392dfdf3d31444a7d6de2d05b6eb08fc9ebe8cd6320d9a5fadd21a003b09b3</citedby><cites>FETCH-LOGICAL-c3530-167392dfdf3d31444a7d6de2d05b6eb08fc9ebe8cd6320d9a5fadd21a003b09b3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fmds.27960$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fmds.27960$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31872507$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Schindlbeck, Katharina A.</creatorcontrib><creatorcontrib>Lucas‐Jiménez, Olaia</creatorcontrib><creatorcontrib>Tang, Chris C.</creatorcontrib><creatorcontrib>Morbelli, Silvia</creatorcontrib><creatorcontrib>Arnaldi, Dario</creatorcontrib><creatorcontrib>Pardini, Matteo</creatorcontrib><creatorcontrib>Pagani, Marco</creatorcontrib><creatorcontrib>Ibarretxe‐Bilbao, Naroa</creatorcontrib><creatorcontrib>Ojeda, Natalia</creatorcontrib><creatorcontrib>Nobili, Flavio</creatorcontrib><creatorcontrib>Eidelberg, David</creatorcontrib><title>Metabolic Network Abnormalities in Drug‐Naïve Parkinson's Disease</title><title>Movement disorders</title><addtitle>Mov Disord</addtitle><description>Background
An ideal imaging biomarker for a neurodegenerative disorder should be able to measure abnormalities in the earliest stages of the disease.
Objective
We investigated metabolic network changes in two independent cohorts of drug‐naïve Parkinson's disease (PD) patients who have not been exposed to dopaminergic medication.
Methods
We scanned 85 de novo, drug‐naïve PD patients and 85 age‐matched healthy control subjects from Italy (n = 96) and the United States (n = 74) with [18F]‐fluorodeoxyglucose PET. All patients had clinical follow‐ups to verify the diagnosis of idiopathic PD. Spatial covariance analysis was used to identify and validate de novo PD‐related metabolic patterns in the Italian and U.S. cohorts. We compared the de novo PD‐related metabolic patterns to the original PD‐related pattern that was identified in more advanced patients who had been on chronic dopaminergic treatment.
Results
De novo PD‐related metabolic patterns were identified in each of the two independent cohorts of drug‐naïve PD patients, and each differentiated PD patients from healthy control subjects. Expression values for these disease patterns were elevated in drug‐naïve PD patients relative to healthy controls in the identification as well as in each of the validation subgroups. The two de novo PD‐related metabolic patterns were topographically very similar to each other and to the original PD‐related pattern.
Conclusions
Reproducible PD‐related patterns are expressed in de novo, drug‐naïve PD patients. In PD, disease‐related metabolic patterns have stereotyped topographies that develop independently of chronic levodopa treatment. © 2019 International Parkinson and Movement Disorder Society</description><subject>Dopamine receptors</subject><subject>drug naïve</subject><subject>Humans</subject><subject>imaging biomarker</subject><subject>Italy</subject><subject>Levodopa</subject><subject>Metabolic networks</subject><subject>Metabolic Networks and Pathways</subject><subject>Metabolism</subject><subject>Movement disorders</subject><subject>network analysis</subject><subject>Neurodegenerative diseases</subject><subject>Parkinson Disease - diagnostic imaging</subject><subject>Parkinson Disease - drug therapy</subject><subject>Parkinson's disease</subject><subject>Patients</subject><subject>PET</subject><subject>Pharmaceutical Preparations</subject><subject>Positron emission tomography</subject><issn>0885-3185</issn><issn>1531-8257</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp10MtKAzEUxvEgiq3VhS8gAy7UxbQnSTOXZel4g7YK6nrITM5I2rnUpGPpzkfwTXwI38QncbTVheAqEH78OXyEHFLoUgDWK5TtMj_0YIu0qeDUDZjwt0kbgkC4nAaiRfasnQJQKqi3S1rNn88E-G0SjXEhkyrXqTPBxbIyM2eQlJUpZK4XGq2jSycy9ePHy-tEvr89o3MrzUyXtipPrBNpi9LiPtnJZG7xYPN2yMPF-f3wyh3dXF4PByM35YKDSz2fh0xlKuOK036_L33lKWQKROJhAkGWhphgkCqPM1ChFJlUilEJwBMIE94hp-vu3FRPNdpFXGibYp7LEqvaxoxz4NynjDb0-A-dVrUpm-saFYIXBIx6jTpbq9RU1hrM4rnRhTSrmEL8NW3cTBt_T9vYo02xTgpUv_Jnywb01mCpc1z9X4rH0d06-Qm_3oNg</recordid><startdate>202004</startdate><enddate>202004</enddate><creator>Schindlbeck, Katharina A.</creator><creator>Lucas‐Jiménez, Olaia</creator><creator>Tang, Chris C.</creator><creator>Morbelli, Silvia</creator><creator>Arnaldi, Dario</creator><creator>Pardini, Matteo</creator><creator>Pagani, Marco</creator><creator>Ibarretxe‐Bilbao, Naroa</creator><creator>Ojeda, Natalia</creator><creator>Nobili, Flavio</creator><creator>Eidelberg, David</creator><general>John Wiley & Sons, Inc</general><general>Wiley Subscription Services, Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TK</scope><scope>8FD</scope><scope>FR3</scope><scope>K9.</scope><scope>NAPCQ</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope></search><sort><creationdate>202004</creationdate><title>Metabolic Network Abnormalities in Drug‐Naïve Parkinson's Disease</title><author>Schindlbeck, Katharina A. ; Lucas‐Jiménez, Olaia ; Tang, Chris C. ; Morbelli, Silvia ; Arnaldi, Dario ; Pardini, Matteo ; Pagani, Marco ; Ibarretxe‐Bilbao, Naroa ; Ojeda, Natalia ; Nobili, Flavio ; Eidelberg, David</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3530-167392dfdf3d31444a7d6de2d05b6eb08fc9ebe8cd6320d9a5fadd21a003b09b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Dopamine receptors</topic><topic>drug naïve</topic><topic>Humans</topic><topic>imaging biomarker</topic><topic>Italy</topic><topic>Levodopa</topic><topic>Metabolic networks</topic><topic>Metabolic Networks and Pathways</topic><topic>Metabolism</topic><topic>Movement disorders</topic><topic>network analysis</topic><topic>Neurodegenerative diseases</topic><topic>Parkinson Disease - diagnostic imaging</topic><topic>Parkinson Disease - drug therapy</topic><topic>Parkinson's disease</topic><topic>Patients</topic><topic>PET</topic><topic>Pharmaceutical Preparations</topic><topic>Positron emission tomography</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Schindlbeck, Katharina A.</creatorcontrib><creatorcontrib>Lucas‐Jiménez, Olaia</creatorcontrib><creatorcontrib>Tang, Chris C.</creatorcontrib><creatorcontrib>Morbelli, Silvia</creatorcontrib><creatorcontrib>Arnaldi, Dario</creatorcontrib><creatorcontrib>Pardini, Matteo</creatorcontrib><creatorcontrib>Pagani, Marco</creatorcontrib><creatorcontrib>Ibarretxe‐Bilbao, Naroa</creatorcontrib><creatorcontrib>Ojeda, Natalia</creatorcontrib><creatorcontrib>Nobili, Flavio</creatorcontrib><creatorcontrib>Eidelberg, David</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Neurosciences Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Movement disorders</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Schindlbeck, Katharina A.</au><au>Lucas‐Jiménez, Olaia</au><au>Tang, Chris C.</au><au>Morbelli, Silvia</au><au>Arnaldi, Dario</au><au>Pardini, Matteo</au><au>Pagani, Marco</au><au>Ibarretxe‐Bilbao, Naroa</au><au>Ojeda, Natalia</au><au>Nobili, Flavio</au><au>Eidelberg, David</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Metabolic Network Abnormalities in Drug‐Naïve Parkinson's Disease</atitle><jtitle>Movement disorders</jtitle><addtitle>Mov Disord</addtitle><date>2020-04</date><risdate>2020</risdate><volume>35</volume><issue>4</issue><spage>587</spage><epage>594</epage><pages>587-594</pages><issn>0885-3185</issn><eissn>1531-8257</eissn><abstract>Background
An ideal imaging biomarker for a neurodegenerative disorder should be able to measure abnormalities in the earliest stages of the disease.
Objective
We investigated metabolic network changes in two independent cohorts of drug‐naïve Parkinson's disease (PD) patients who have not been exposed to dopaminergic medication.
Methods
We scanned 85 de novo, drug‐naïve PD patients and 85 age‐matched healthy control subjects from Italy (n = 96) and the United States (n = 74) with [18F]‐fluorodeoxyglucose PET. All patients had clinical follow‐ups to verify the diagnosis of idiopathic PD. Spatial covariance analysis was used to identify and validate de novo PD‐related metabolic patterns in the Italian and U.S. cohorts. We compared the de novo PD‐related metabolic patterns to the original PD‐related pattern that was identified in more advanced patients who had been on chronic dopaminergic treatment.
Results
De novo PD‐related metabolic patterns were identified in each of the two independent cohorts of drug‐naïve PD patients, and each differentiated PD patients from healthy control subjects. Expression values for these disease patterns were elevated in drug‐naïve PD patients relative to healthy controls in the identification as well as in each of the validation subgroups. The two de novo PD‐related metabolic patterns were topographically very similar to each other and to the original PD‐related pattern.
Conclusions
Reproducible PD‐related patterns are expressed in de novo, drug‐naïve PD patients. In PD, disease‐related metabolic patterns have stereotyped topographies that develop independently of chronic levodopa treatment. © 2019 International Parkinson and Movement Disorder Society</abstract><cop>Hoboken, USA</cop><pub>John Wiley & Sons, Inc</pub><pmid>31872507</pmid><doi>10.1002/mds.27960</doi><tpages>8</tpages></addata></record> |
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subjects | Dopamine receptors drug naïve Humans imaging biomarker Italy Levodopa Metabolic networks Metabolic Networks and Pathways Metabolism Movement disorders network analysis Neurodegenerative diseases Parkinson Disease - diagnostic imaging Parkinson Disease - drug therapy Parkinson's disease Patients PET Pharmaceutical Preparations Positron emission tomography |
title | Metabolic Network Abnormalities in Drug‐Naïve Parkinson's Disease |
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