Abnormal functional connectivity within the reward network: a potential neuroimaging endophenotype of bipolar disorder

被引:14
作者
Xi, Caixi [1 ,2 ]
Lai, Jianbo [1 ,3 ,4 ]
Du, Yanli [1 ,2 ]
Ng, Chee H. [5 ,6 ]
Jiang, Jiajun [1 ,2 ]
Wu, Lingling [1 ,2 ]
Zhang, Peifen [1 ,2 ]
Xu, Yi [1 ,3 ,4 ]
Hu, Shaohua [1 ,3 ,4 ]
机构
[1] Zhejiang Univ, Affiliated Hosp 1, Dept Psychiat, Sch Med, Hangzhou 310003, Zhejiang, Peoples R China
[2] Zhejiang Univ, Sch Med, Hangzhou 310003, Zhejiang, Peoples R China
[3] Key Lab Mental Disorders Management Zhejiang Prov, Hangzhou 310003, Zhejiang, Peoples R China
[4] Zhejiang Univ, Brain Res Inst, Hangzhou 310003, Zhejiang, Peoples R China
[5] Univ Melbourne, Melbourne Clin, Dept Psychiat, Melbourne, Vic, Australia
[6] Univ Melbourne, St Vincents Hosp, Melbourne, Vic, Australia
基金
中国国家自然科学基金;
关键词
bipolar disorder; resting-state functional MRI; functional connectivity; reward circuit; nucleus accumbens; ventromedial prefrontal cortex; CIRCUITRY; COMMON; ANTICIPATION; DYSFUNCTION; ACTIVATION; SYSTEM; MOOD;
D O I
10.1016/j.jad.2020.11.072
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background: Reward circuit dysfunction underlies the pathogenesis of bipolar disorder (BD). This study aims to investigate whether nucleus accumbens (NAcc) and ventromedial prefrontal cortex (vmPFC), two key reward regions for BD, have resting-state dysfunctional connectivity with other brain regions in depressed and euthymic BD. Methods: 40 bipolar depressive (DE), 20 euthymic patients (EU) and 20 healthy controls (HC) were recruited to undergo resting-state functional MRI (rs-fMRI) scanning. Seed-based functional connectivity (FC) was calculated between NAcc/vmPFC and the whole brain. Group differences were calculated and their correlations with clinical characteristics were analyzed. Support vector machine was applied to classify BD patients and HC based on the FC between the cluster of group difference and NAcc/vmPFC. Results: Whole brain networks of FC identified right anterior insular cortex (AIC) as a significant region with bilateral NAcc when compared among three groups. The right AIC-NAcc FC elevated in both patient groups and was highest in the EU group. Interestingly, vmPFC-based networks also identified the right AIC as a significant cluster. The right AIC-vmPFC FC elevated in both patient groups. However, FC between NAcc and vmPFC did not significantly differ BD patients from HC. Furthermore, the strength of FC between bilateral NAcc and the right AIC was positively associated with the illness course of BD. Notably, the NAcc/vmPFC-right AIC classifier acquired an accuracy of 68.75% and AUC-ROC of 78.17%. Limitations: Our sample size is modest. Conclusions: Our findings indicated that elevated NAcc/vmPFC-right AIC connectivity within the reward circuit could be a neuroimaging endophenotype of BD.
引用
收藏
页码:49 / 56
页数:8
相关论文
共 36 条
[1]   Abnormal reward system activation in mania [J].
Abler, Birgit ;
Greenhouse, Ian ;
Ongur, Dost ;
Walter, Henrik ;
Heckers, Stephan .
NEUROPSYCHOPHARMACOLOGY, 2008, 33 (09) :2217-2227
[2]   Baseline and follow-up activity and functional connectivity in reward neural circuitries in offspring at risk for bipolar disorder [J].
Acuff, Heather E. ;
Versace, Amelia ;
Bertocci, Michele A. ;
Ladouceur, Cecile D. ;
Hanford, Lindsay C. ;
Manelis, Anna ;
Monk, Kelly ;
Bonar, Lisa ;
McCaffrey, Alicia ;
Goldstein, Benjamin I. ;
Goldstein, Tina R. ;
Sakolsky, Dara ;
Axelson, David ;
Birmaher, Boris ;
Phillips, Mary L. .
NEUROPSYCHOPHARMACOLOGY, 2019, 44 (09) :1570-1578
[3]   Differential Resting-State Functional Connectivity of Striatal Subregions in Bipolar Depression and Hypomania [J].
Altinay, Murat, I ;
Hulvershorn, Leslie A. ;
Karne, Harish ;
Beall, Erik B. ;
Anand, Amit .
BRAIN CONNECTIVITY, 2016, 6 (03) :255-265
[4]   Single subject prediction of brain disorders in neuroimaging: Promises and pitfalls [J].
Arbabshirani, Mohammad R. ;
Plis, Sergey ;
Sui, Jing ;
Calhoun, Vince D. .
NEUROIMAGE, 2017, 145 :137-165
[5]   The brain's default network: updated anatomy, physiology and evolving insights [J].
Buckner, Randy L. ;
DiNicola, Lauren M. .
NATURE REVIEWS NEUROSCIENCE, 2019, 20 (10) :593-608
[6]   Ventral Striatum Activity in Response to Reward: Differences Between Bipolar I and II Disorders [J].
Caseras, Xavier ;
Lawrence, Natalia S. ;
Murphy, Kevin ;
Wise, Richard G. ;
Phillips, Mary L. .
AMERICAN JOURNAL OF PSYCHIATRY, 2013, 170 (05) :533-541
[7]   A quantitative meta-analysis of fMRI studies in bipolar disorder [J].
Chen, Chi-Hua ;
Suckling, John ;
Lennox, Belinda R. ;
Ooi, Cinly ;
Bullmore, Ed T. .
BIPOLAR DISORDERS, 2011, 13 (01) :1-15
[8]   Positive affect versus reward: emotional and motivational influences on cognitive control [J].
Chiew, Kimberly S. ;
Braver, Todd S. .
FRONTIERS IN PSYCHOLOGY, 2011, 2
[9]   Disrupted cortico-limbic connectivity during reward processing in remitted bipolar I disorder [J].
Dutra, Sunny J. ;
Man, Vincent ;
Kober, Hedy ;
Cunningham, William A. ;
Gruber, June .
BIPOLAR DISORDERS, 2017, 19 (08) :661-675
[10]   Prefrontal cortical regulation of brainwide circuit dynamics and reward-related behavior [J].
Ferenczi, Emily A. ;
Zalocusky, Kelly A. ;
Liston, Conor ;
Grosenick, Logan ;
Warden, Melissa R. ;
Amatya, Debha ;
Katovich, Kiefer ;
Mehta, Hershel ;
Patenaude, Brian ;
Ramakrishnan, Charu ;
Kalanithi, Paul ;
Etkin, Amit ;
Knutson, Brian ;
Glover, Gary H. ;
Deisseroth, Karl .
SCIENCE, 2016, 351 (6268)