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.
引用
收藏
页数:10
相关论文
共 87 条
[1]   Estimation of physical, mechanical and hydrological properties of permeable concrete using computational intelligence approach [J].
Adewumi, Adeshina A. ;
Owolabi, Taoreed O. ;
Alade, Ibrahim O. ;
Olatunji, Sunday O. .
APPLIED SOFT COMPUTING, 2016, 42 :342-350
[2]   The Association Between Dyslipidemia and Lethality of Suicide Attempts: A Case-Control Study [J].
Aguglia, Andrea ;
Solano, Paola ;
Giacomini, Gabriele ;
Caprino, Matilde ;
Conigliaro, Claudia ;
Romano, Miroslav ;
Aguglia, Eugenio ;
Serafini, Gianluca ;
Amore, Mario .
FRONTIERS IN PSYCHIATRY, 2019, 10
[3]   Neural network and support vector machine for the prediction of chronic kidney disease: A comparative study [J].
Almansour, Njoud Abdullah ;
Syed, Hajra Fahim ;
Khayat, Nuha Radwan ;
Altheeb, Rawan Kanaan ;
Juri, Renad Emad ;
Alhiyafi, Jamal ;
Alrashed, Saleh ;
Olatunji, Sunday O. .
COMPUTERS IN BIOLOGY AND MEDICINE, 2019, 109 :101-111
[4]   Broca's Region: Novel Organizational Principles and Multiple Receptor Mapping [J].
Amunts, Katrin ;
Lenzen, Marianne ;
Friederici, Angela D. ;
Schleicher, Axel ;
Morosan, Patricia ;
Palomero-Gallagher, Nicola ;
Zilles, Karl .
PLOS BIOLOGY, 2010, 8 (09)
[5]  
[Anonymous], 2011, Acm T. Intel. Syst. Tec., DOI DOI 10.1145/1961189.1961199
[6]   Global Prefrontal and Fronto-Amygdala Dysconnectivity in Bipolar I Disorder with Psychosis History [J].
Anticevic, Alan ;
Brumbaugh, Margaret S. ;
Winkler, Anderson M. ;
Lombardo, Lauren E. ;
Barrett, Jennifer ;
Corlett, Phillip R. ;
Kober, Hedy ;
Gruber, June ;
Repovs, Grega ;
Cole, Michael W. ;
Krystal, John H. ;
Pearlson, Godfrey D. ;
Glahn, David C. .
BIOLOGICAL PSYCHIATRY, 2013, 73 (06) :565-573
[7]   Resting state functional connectivity and neural correlates of face-name encoding in patients with ischemic vascular lesions with and without the involvement of the left inferior frontal gyrus [J].
Batista, Alana X. ;
Bazan, Paulo R. ;
Conforto, Adriana B. ;
Martins, Maria da Graca M. ;
Hoshino, Mauricio ;
Simon, Sharon S. ;
Hampstead, Benjamin ;
Figueiredo, Eberual G. ;
Castro, Marcia P. ;
Michelan, Debora ;
Amaro, Edson, Jr. ;
Miotto, Eliane C. .
CORTEX, 2019, 113 :15-28
[8]   Self-evaluation in schizophrenia: an fMRI study with implications for the understanding of insight [J].
Bedford, Nicholas J. ;
Surguladze, Simon ;
Giampietro, Vincent ;
Brammer, Michael J. ;
David, Anthony S. .
BMC PSYCHIATRY, 2012, 12
[9]   State dependent cortico-amygdala circuit dysfunction in bipolar disorder [J].
Brady, Roscoe O., Jr. ;
Masters, Grace A. ;
Mathew, Ian T. ;
Margolis, Allison ;
Cohen, Bruce M. ;
Ongur, Dost ;
Keshavan, Matcheri .
JOURNAL OF AFFECTIVE DISORDERS, 2016, 201 :79-87
[10]   Cortical Hubs Revealed by Intrinsic Functional Connectivity: Mapping, Assessment of Stability, and Relation to Alzheimer's Disease [J].
Buckner, Randy L. ;
Sepulcre, Jorge ;
Talukdar, Tanveer ;
Krienen, Fenna M. ;
Liu, Hesheng ;
Hedden, Trey ;
Andrews-Hanna, Jessica R. ;
Sperling, Reisa A. ;
Johnson, Keith A. .
JOURNAL OF NEUROSCIENCE, 2009, 29 (06) :1860-1873