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
Hauptverfasser: 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
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container_end_page 594
container_issue 4
container_start_page 587
container_title Movement disorders
container_volume 35
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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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 &amp; 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 &amp; 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Medical Complete (Alumni)</collection><collection>Nursing &amp; 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 &amp; 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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