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Sex‐related pattern of intrinsic brain connectivity in drug‐naïve Parkinson's disease patients
Background Sex difference is related to specific clinical features in PD patients over the disease course. Objectives To investigate the potential sex‐difference effect on the spontaneous neuronal activity within the most reported resting‐state networks in early untreated PD patients and its correla...
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Published in: | Movement disorders 2019-07, Vol.34 (7), p.997-1005 |
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container_title | Movement disorders |
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creator | De Micco, Rosa Esposito, Fabrizio Nardo, Federica Caiazzo, Giuseppina Siciliano, Mattia Russo, Antonio Cirillo, Mario Tedeschi, Gioacchino Tessitore, Alessandro |
description | Background
Sex difference is related to specific clinical features in PD patients over the disease course.
Objectives
To investigate the potential sex‐difference effect on the spontaneous neuronal activity within the most reported resting‐state networks in early untreated PD patients and its correlation with baseline and longitudinal clinical features.
Methods
Fifty‐six drug‐naïve PD patients (30/26 male/female) and 30 (15/15 male/female) matched controls were enrolled in the study. Topological and spectral resting‐state functional MRI features of the sensorimotor, dorsal and ventral attention, frontoparietal, and default‐mode networks were analyzed for possible sex‐difference effects in both PD patients and controls groups. Additionally, a region‐of‐interest analysis was performed to test for a sex effect on basal ganglia connectivity. Multivariate ordinal regression was used to investigate whether connectivity findings at baseline were predictors of motor impairment over a 2‐year follow‐up period.
Results
Compared to female PD patients and controls, male PD patients showed an abnormal spectral composition of the sensorimotor and dorsal attention networks in the slow‐5 band. The region‐of‐interest analysis showed an increased connectivity within the basal ganglia in female PD patients compared to males. Functional sensorimotor connectivity changes at baseline showed to be an independent predictor of disease severity at 2‐year follow‐up.
Conclusions
Our findings revealed the presence of a disease‐related, sex‐specific cortical and subcortical connectivity pattern within the sensorimotor network, in the early stage of PD. We hypothesize that these findings may be related to the presence of different sex‐specific nigrostriatal dopaminergic pathways and might predict PD progression. © 2019 International Parkinson and Movement Disorder Society |
doi_str_mv | 10.1002/mds.27725 |
format | article |
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Sex difference is related to specific clinical features in PD patients over the disease course.
Objectives
To investigate the potential sex‐difference effect on the spontaneous neuronal activity within the most reported resting‐state networks in early untreated PD patients and its correlation with baseline and longitudinal clinical features.
Methods
Fifty‐six drug‐naïve PD patients (30/26 male/female) and 30 (15/15 male/female) matched controls were enrolled in the study. Topological and spectral resting‐state functional MRI features of the sensorimotor, dorsal and ventral attention, frontoparietal, and default‐mode networks were analyzed for possible sex‐difference effects in both PD patients and controls groups. Additionally, a region‐of‐interest analysis was performed to test for a sex effect on basal ganglia connectivity. Multivariate ordinal regression was used to investigate whether connectivity findings at baseline were predictors of motor impairment over a 2‐year follow‐up period.
Results
Compared to female PD patients and controls, male PD patients showed an abnormal spectral composition of the sensorimotor and dorsal attention networks in the slow‐5 band. The region‐of‐interest analysis showed an increased connectivity within the basal ganglia in female PD patients compared to males. Functional sensorimotor connectivity changes at baseline showed to be an independent predictor of disease severity at 2‐year follow‐up.
Conclusions
Our findings revealed the presence of a disease‐related, sex‐specific cortical and subcortical connectivity pattern within the sensorimotor network, in the early stage of PD. We hypothesize that these findings may be related to the presence of different sex‐specific nigrostriatal dopaminergic pathways and might predict PD progression. © 2019 International Parkinson and Movement Disorder Society</description><identifier>ISSN: 0885-3185</identifier><identifier>EISSN: 1531-8257</identifier><identifier>DOI: 10.1002/mds.27725</identifier><identifier>PMID: 31180598</identifier><language>eng</language><publisher>Hoboken, USA: John Wiley & Sons, Inc</publisher><subject>Aged ; Attention - physiology ; Basal ganglia ; Brain - physiopathology ; Brain Mapping - methods ; Cortex ; Dopamine - metabolism ; Dopamine receptors ; drug‐naïve ; Female ; Functional magnetic resonance imaging ; gender ; Humans ; Magnetic Resonance Imaging - methods ; Male ; Middle Aged ; Movement disorders ; MRI ; Neural networks ; Neural Pathways - physiopathology ; Neurodegenerative diseases ; Parkinson Disease - physiopathology ; Parkinson's disease ; resting‐state connectivity ; Sensorimotor system ; Sex ; Sex Factors</subject><ispartof>Movement disorders, 2019-07, Vol.34 (7), p.997-1005</ispartof><rights>2019 International Parkinson and Movement Disorder Society</rights><rights>2019 International Parkinson and Movement Disorder Society.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3535-95f537d4b9ca49bec109e3f1ba7191430331fc1f34d48156fcfc8e277c891ca43</citedby><cites>FETCH-LOGICAL-c3535-95f537d4b9ca49bec109e3f1ba7191430331fc1f34d48156fcfc8e277c891ca43</cites><orcidid>0000-0001-5246-2109</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31180598$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>De Micco, Rosa</creatorcontrib><creatorcontrib>Esposito, Fabrizio</creatorcontrib><creatorcontrib>Nardo, Federica</creatorcontrib><creatorcontrib>Caiazzo, Giuseppina</creatorcontrib><creatorcontrib>Siciliano, Mattia</creatorcontrib><creatorcontrib>Russo, Antonio</creatorcontrib><creatorcontrib>Cirillo, Mario</creatorcontrib><creatorcontrib>Tedeschi, Gioacchino</creatorcontrib><creatorcontrib>Tessitore, Alessandro</creatorcontrib><title>Sex‐related pattern of intrinsic brain connectivity in drug‐naïve Parkinson's disease patients</title><title>Movement disorders</title><addtitle>Mov Disord</addtitle><description>Background
Sex difference is related to specific clinical features in PD patients over the disease course.
Objectives
To investigate the potential sex‐difference effect on the spontaneous neuronal activity within the most reported resting‐state networks in early untreated PD patients and its correlation with baseline and longitudinal clinical features.
Methods
Fifty‐six drug‐naïve PD patients (30/26 male/female) and 30 (15/15 male/female) matched controls were enrolled in the study. Topological and spectral resting‐state functional MRI features of the sensorimotor, dorsal and ventral attention, frontoparietal, and default‐mode networks were analyzed for possible sex‐difference effects in both PD patients and controls groups. Additionally, a region‐of‐interest analysis was performed to test for a sex effect on basal ganglia connectivity. Multivariate ordinal regression was used to investigate whether connectivity findings at baseline were predictors of motor impairment over a 2‐year follow‐up period.
Results
Compared to female PD patients and controls, male PD patients showed an abnormal spectral composition of the sensorimotor and dorsal attention networks in the slow‐5 band. The region‐of‐interest analysis showed an increased connectivity within the basal ganglia in female PD patients compared to males. Functional sensorimotor connectivity changes at baseline showed to be an independent predictor of disease severity at 2‐year follow‐up.
Conclusions
Our findings revealed the presence of a disease‐related, sex‐specific cortical and subcortical connectivity pattern within the sensorimotor network, in the early stage of PD. We hypothesize that these findings may be related to the presence of different sex‐specific nigrostriatal dopaminergic pathways and might predict PD progression. © 2019 International Parkinson and Movement Disorder Society</description><subject>Aged</subject><subject>Attention - physiology</subject><subject>Basal ganglia</subject><subject>Brain - physiopathology</subject><subject>Brain Mapping - methods</subject><subject>Cortex</subject><subject>Dopamine - metabolism</subject><subject>Dopamine receptors</subject><subject>drug‐naïve</subject><subject>Female</subject><subject>Functional magnetic resonance imaging</subject><subject>gender</subject><subject>Humans</subject><subject>Magnetic Resonance Imaging - methods</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Movement disorders</subject><subject>MRI</subject><subject>Neural networks</subject><subject>Neural Pathways - physiopathology</subject><subject>Neurodegenerative diseases</subject><subject>Parkinson Disease - physiopathology</subject><subject>Parkinson's disease</subject><subject>resting‐state connectivity</subject><subject>Sensorimotor system</subject><subject>Sex</subject><subject>Sex Factors</subject><issn>0885-3185</issn><issn>1531-8257</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNp1kMFO3DAQhq2qiN0uHPoCVaQegEPAE8eJfURAaaVFRQLOkeOMK0PibO1kYW99hL4JD9E34UnqZYFDpZ7mMN__aeYn5CPQQ6A0O-qacJiVZcbfkSlwBqnIePmeTKkQPGUg-IR8COGWUgAOxTaZMABBuRRToq_w4enXb4-tGrBJFmoY0LukN4l1g7cuWJ3UXlmX6N451INd2mEVl0njxx8x6dSfxyUml8rfRbp3eyFpbEAVcC2z6IawQ7aMagPuvswZuflydn3yNZ1_P_92cjxPNeOMp5Ibzsomr6VWuaxRA5XIDNSqBAk5o4yB0WBY3uQCeGG00QLj31pIiBE2I_sb78L3P0cMQ9XZoLFtlcN-DFWWFZCVgkER0c__oLf96F28LlJcSsqzci082FDa9yF4NNXC2075VQW0Wjdfxear5-Yj--nFONYdNm_ka9URONoA97bF1f9N1cXp1Ub5F1nWkBM</recordid><startdate>201907</startdate><enddate>201907</enddate><creator>De Micco, Rosa</creator><creator>Esposito, Fabrizio</creator><creator>Nardo, Federica</creator><creator>Caiazzo, Giuseppina</creator><creator>Siciliano, Mattia</creator><creator>Russo, Antonio</creator><creator>Cirillo, Mario</creator><creator>Tedeschi, Gioacchino</creator><creator>Tessitore, Alessandro</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><orcidid>https://orcid.org/0000-0001-5246-2109</orcidid></search><sort><creationdate>201907</creationdate><title>Sex‐related pattern of intrinsic brain connectivity in drug‐naïve Parkinson's disease patients</title><author>De Micco, Rosa ; Esposito, Fabrizio ; Nardo, Federica ; Caiazzo, Giuseppina ; Siciliano, Mattia ; Russo, Antonio ; Cirillo, Mario ; Tedeschi, Gioacchino ; Tessitore, Alessandro</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3535-95f537d4b9ca49bec109e3f1ba7191430331fc1f34d48156fcfc8e277c891ca43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Aged</topic><topic>Attention - physiology</topic><topic>Basal ganglia</topic><topic>Brain - physiopathology</topic><topic>Brain Mapping - methods</topic><topic>Cortex</topic><topic>Dopamine - metabolism</topic><topic>Dopamine receptors</topic><topic>drug‐naïve</topic><topic>Female</topic><topic>Functional magnetic resonance imaging</topic><topic>gender</topic><topic>Humans</topic><topic>Magnetic Resonance Imaging - methods</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Movement disorders</topic><topic>MRI</topic><topic>Neural networks</topic><topic>Neural Pathways - physiopathology</topic><topic>Neurodegenerative diseases</topic><topic>Parkinson Disease - physiopathology</topic><topic>Parkinson's disease</topic><topic>resting‐state connectivity</topic><topic>Sensorimotor system</topic><topic>Sex</topic><topic>Sex Factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>De Micco, Rosa</creatorcontrib><creatorcontrib>Esposito, Fabrizio</creatorcontrib><creatorcontrib>Nardo, Federica</creatorcontrib><creatorcontrib>Caiazzo, Giuseppina</creatorcontrib><creatorcontrib>Siciliano, Mattia</creatorcontrib><creatorcontrib>Russo, Antonio</creatorcontrib><creatorcontrib>Cirillo, Mario</creatorcontrib><creatorcontrib>Tedeschi, Gioacchino</creatorcontrib><creatorcontrib>Tessitore, Alessandro</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>De Micco, Rosa</au><au>Esposito, Fabrizio</au><au>Nardo, Federica</au><au>Caiazzo, Giuseppina</au><au>Siciliano, Mattia</au><au>Russo, Antonio</au><au>Cirillo, Mario</au><au>Tedeschi, Gioacchino</au><au>Tessitore, Alessandro</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Sex‐related pattern of intrinsic brain connectivity in drug‐naïve Parkinson's disease patients</atitle><jtitle>Movement disorders</jtitle><addtitle>Mov Disord</addtitle><date>2019-07</date><risdate>2019</risdate><volume>34</volume><issue>7</issue><spage>997</spage><epage>1005</epage><pages>997-1005</pages><issn>0885-3185</issn><eissn>1531-8257</eissn><abstract>Background
Sex difference is related to specific clinical features in PD patients over the disease course.
Objectives
To investigate the potential sex‐difference effect on the spontaneous neuronal activity within the most reported resting‐state networks in early untreated PD patients and its correlation with baseline and longitudinal clinical features.
Methods
Fifty‐six drug‐naïve PD patients (30/26 male/female) and 30 (15/15 male/female) matched controls were enrolled in the study. Topological and spectral resting‐state functional MRI features of the sensorimotor, dorsal and ventral attention, frontoparietal, and default‐mode networks were analyzed for possible sex‐difference effects in both PD patients and controls groups. Additionally, a region‐of‐interest analysis was performed to test for a sex effect on basal ganglia connectivity. Multivariate ordinal regression was used to investigate whether connectivity findings at baseline were predictors of motor impairment over a 2‐year follow‐up period.
Results
Compared to female PD patients and controls, male PD patients showed an abnormal spectral composition of the sensorimotor and dorsal attention networks in the slow‐5 band. The region‐of‐interest analysis showed an increased connectivity within the basal ganglia in female PD patients compared to males. Functional sensorimotor connectivity changes at baseline showed to be an independent predictor of disease severity at 2‐year follow‐up.
Conclusions
Our findings revealed the presence of a disease‐related, sex‐specific cortical and subcortical connectivity pattern within the sensorimotor network, in the early stage of PD. We hypothesize that these findings may be related to the presence of different sex‐specific nigrostriatal dopaminergic pathways and might predict PD progression. © 2019 International Parkinson and Movement Disorder Society</abstract><cop>Hoboken, USA</cop><pub>John Wiley & Sons, Inc</pub><pmid>31180598</pmid><doi>10.1002/mds.27725</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0001-5246-2109</orcidid></addata></record> |
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subjects | Aged Attention - physiology Basal ganglia Brain - physiopathology Brain Mapping - methods Cortex Dopamine - metabolism Dopamine receptors drug‐naïve Female Functional magnetic resonance imaging gender Humans Magnetic Resonance Imaging - methods Male Middle Aged Movement disorders MRI Neural networks Neural Pathways - physiopathology Neurodegenerative diseases Parkinson Disease - physiopathology Parkinson's disease resting‐state connectivity Sensorimotor system Sex Sex Factors |
title | Sex‐related pattern of intrinsic brain connectivity in drug‐naïve Parkinson's disease patients |
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