Increased Global-Brain Functional Connectivity Is Associated with Dyslipidemia and Cognitive Impairment in First-Episode, Drug-Naive Patients with Bipolar Disorder

被引:11
作者
Pan, Pan [1 ,2 ]
Qiu, Yan [1 ,2 ]
Teng, Ziwei [1 ,2 ]
Li, Sujuan [1 ,2 ]
Huang, Jing [1 ,2 ]
Xiang, Hui [1 ,2 ]
Tang, Hui [1 ,2 ]
Chen, Jindong [1 ,2 ]
Wu, Chujun [1 ,2 ]
Jin, Kun [1 ,2 ]
Wang, Bolun [3 ]
Liu, Feng [4 ]
Wu, Haishan [1 ,2 ]
Guo, Wenbin [1 ,2 ,5 ]
机构
[1] Cent South Univ, Xiangya Hosp 2, Natl Clin Res Ctr Mental Disorders, Changsha 410011, Hunan, Peoples R China
[2] Cent South Univ, Xiangya Hosp 2, Dept Psychiat, Changsha 410011, Hunan, Peoples R China
[3] Cent South Univ, Dept Radiol, Xiangya Hosp 2, Changsha 410011, Hunan, Peoples R China
[4] Tianjin Med Univ, Dept Radiol, Gen Hosp, Tianjin 300000, Peoples R China
[5] Third Peoples Hosp Foshan, Dept Psychiat, Foshan 528000, Guangdong, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
SUPPORT VECTOR MACHINE; INFERIOR FRONTAL GYRUS; DEFAULT-MODE NETWORK; METABOLIC SYNDROME; MAJOR DEPRESSION; CINGULATE CORTEX; SUICIDE ATTEMPTS; SCHIZOPHRENIA; TRIGLYCERIDES; METAANALYSIS;
D O I
10.1155/2021/5560453
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Objectives. Previous researches have demonstrated that abnormal functional connectivity (FC) is associated with the pathophysiology of bipolar disorder (BD). However, inconsistent results were obtained due to different selections of regions of interest in previous researches. This study is aimed at examining voxel-wise brain-wide functional connectivity (FC) alterations in the first-episode, drug-naive patient with BD in an unbiased way. Methods. A total of 35 patients with BD and 37 age-, sex-, and education-matched healthy controls underwent resting-state functional magnetic resonance imaging (rs-fMRI). Global-brain FC (GFC) was applied to analyze the image data. Support vector machine (SVM) was adopted to probe whether GFC abnormalities could be used to identify the patients from the controls. Results. Patients with BD exhibited increased GFC in the left inferior frontal gyrus (LIFG), pars triangularis and left precuneus (PCu)/superior occipital gyrus (SOG). The left PCu belongs to the default mode network (DMN). Furthermore, increased GFC in the LIFG, pars triangularis was positively correlated with the triglycerides (TG) and low-density lipoprotein cholesterol (LDL-C) and negatively correlated with the scores of the Repeatable Battery for the Assessment of Neuropsychological Status (RBANS) coding test and Stroop color. Increased GFC values in the left PCu/SOG can be applied to discriminate patients from controls with preferable sensitivity (80.00%), specificity (75.68%), and accuracy (77.78%). Conclusions. This study found increased GFC in the brain regions of DMN; LIFG, pars triangularis; and LSOG, which was associated with dyslipidemia and cognitive impairment in patients with BD. Moreover, increased GFC values in the left PCu/SOG may be utilized as a potential biomarker to differentiate patients with BD from controls.
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收藏
页数:10
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共 87 条
[11]   Hemispheric asymmetry reduction in older adults: The HAROLD model [J].
Cabeza, R .
PSYCHOLOGY AND AGING, 2002, 17 (01) :85-100
[12]   Serum triglycerides, but not cholesterol or leptin, are decreased in suicide attempters with mood disorders [J].
Cantarelli, Maria da Graca ;
Nardin, Patricia ;
Buffon, Andreia ;
Eidt, Murilo Castilhos ;
Godoy, Luiz Antonio ;
Fernandes, Brisa S. ;
Goncalves, Carlos-Alberto .
JOURNAL OF AFFECTIVE DISORDERS, 2015, 172 :403-409
[13]   Neural circuitry and neuroplasticity in mood disorders: Insights for novel therapeutic targets [J].
Carlson P.J. ;
Singh J.B. ;
Zarate Jr. C.A. ;
Drevets W.C. ;
Manji H.K. .
NeuroRX, 2006, 3 (1) :22-41
[14]   Risks of all-cause and suicide mortality in mental disorders: a meta-review [J].
Chesney, Edward ;
Goodwin, Guy M. ;
Fazel, Seena .
WORLD PSYCHIATRY, 2014, 13 (02) :153-160
[15]   Bipolar Disorder and Cognitive Dysfunction A Complex Link [J].
Cipriani, Gabriele ;
Danti, Sabrina ;
Carlesi, Cecilia ;
Cammisuli, Davide Maria ;
Di Fiorino, Mario .
JOURNAL OF NERVOUS AND MENTAL DISEASE, 2017, 205 (10) :743-756
[16]  
Cohen J., 2013, Applied multiple regression/correlation analysis for the behavioral sciences, DOI 10.4324/9780203774441
[17]   Voxel-wise brain-wide functional connectivity abnormalities in first-episode, drug-naive patients with major depressive disorder [J].
Cui, Xilong ;
Liu, Feng ;
Chen, Jindong ;
Xie, Guangrong ;
Wu, Renrong ;
Zhang, Zhikun ;
Chen, Huafu ;
Zhao, Jingping ;
Guo, Wenbin .
AMERICAN JOURNAL OF MEDICAL GENETICS PART B-NEUROPSYCHIATRIC GENETICS, 2018, 177 (04) :447-453
[18]   Microstructural Integrity of a Pathway Connecting the Prefrontal Cortex and Amygdala Moderates the Association Between Cognitive Reappraisal and Negative Emotions [J].
d'Arbeloff, Tracy C. ;
Kim, M. Justin ;
Knodt, Annchen R. ;
Radtke, Spenser R. ;
Brigidi, Bartholomew D. ;
Hariri, Ahmad R. .
EMOTION, 2018, 18 (06) :912-915
[19]   Suicide attempts are associated with worse quality of life in patients with bipolar disorder type I [J].
de Abreu, Lena Nabuco ;
Nery, Fabiano G. ;
Harkavy-Friedman, Jill M. ;
de Almeida, Karla Matias ;
Gomes, Bernardo Carramao ;
Oquendo, Maria A. ;
Lafer, Beny .
COMPREHENSIVE PSYCHIATRY, 2012, 53 (02) :125-129
[20]   Alcohol misuse in bipolar disorder. A systematic review and meta-analysis of comorbidity rates [J].
Di Florio, A. ;
Craddock, N. ;
van den Bree, M. .
EUROPEAN PSYCHIATRY, 2014, 29 (03) :117-124