1. Otte C, Gold SM, Penninx BW, Pariante CM, Etkin A, Fava M, Mohr DC, Schatzberg AF (2016) Major depressive disorder. Nat Rev Dis Primers 2:16065

Varghese S, Frey BN, Schneider MA, Kapczinski F, de Azevedo Cardoso T (2022) Functional and cognitive impairment in the first episode of depression: A systematic review. Acta Psychiatr Scand 145:156–185

Article  PubMed  Google Scholar 

Knight MJ, Baune BT (2018) Cognitive dysfunction in major depressive disorder. Curr Opin Psychiatry 31:26–31

Article  PubMed  Google Scholar 

Rock PL, Roiser JP, Riedel WJ, Blackwell AD (2014) Cognitive impairment in depression: A systematic review and meta-analysis. Psychol Med 44:2029–2040

Article  CAS  PubMed  Google Scholar 

Kessler RC, Bromet EJ (2013) The epidemiology of depression across cultures. Annu Rev Public Health 34:119–138

Article  PubMed  PubMed Central  Google Scholar 

Sun X, Sun J, Lu X, Dong Q, Zhang L, Wang W, Liu J, Ma Q, Wang X, Wei D, Chen Y, Liu B, Huang CC, Zheng Y, Wu Y, Chen T, Cheng Y, Xu X, Gong Q, Si T, Qiu S, Lin CP, Cheng J, Tang Y, Wang F, Qiu J, Xie P, Li L, He Y, Group D-MW, Xia M (2023) Mapping neurophysiological subtypes of major depressive disorder using normative models of the functional connectome. Biol Psychiatry 94:936–947

Article  Google Scholar 

Chen Q, Bi Y, Zhao X, Lai Y, Yan W, Xie L, Gao T, Xie S, Zeng T, Li J, Kuang S, Gao L, Lv Z (2022) Regional amplitude abnormities in the major depressive disorder: A resting-state fmri study and support vector machine analysis. J Affect Disord 308:1–9

Article  PubMed  Google Scholar 

Chen L, Wang Y, Niu C, Zhong S, Hu H, Chen P, Zhang S, Chen G, Deng F, Lai S, Wang J, Huang L, Huang R (2018) Common and distinct abnormal frontal-limbic system structural and functional patterns in patients with major depression and bipolar disorder. Neuroimage Clin 20:42–50

Article  PubMed  PubMed Central  Google Scholar 

Kaiser RH, Andrews-Hanna JR, Wager TD, Pizzagalli DA (2015) Large-scale network dysfunction in major depressive disorder: A meta-analysis of resting-state functional connectivity. JAMA Psychiatry 72:603–611

Article  PubMed  PubMed Central  Google Scholar 

Michel CM, Koenig T (2018) Eeg microstates as a tool for studying the temporal dynamics of whole-brain neuronal networks: A review. Neuroimage 180:577–593

Article  PubMed  Google Scholar 

Sun Q, Zhou J, Guo H, Gou N, Lin R, Huang Y, Guo W, Wang X (2021) Eeg microstates and its relationship with clinical symptoms in patients with schizophrenia. Front Psychiatry 12:761203

Soni S, Muthukrishnan SP, Samanchi R, Sood M, Kaur S, Sharma R (2019) Pre-trial and pre-response eeg microstates in schizophrenia: An endophenotypic marker. Behav Brain Res 371:111964

Damborska A, Piguet C, Aubry JM, Dayer AG, Michel CM, Berchio C (2019) Altered electroencephalographic resting-state large-scale brain network dynamics in euthymic bipolar disorder patients. Front Psychiatry 10:826

Article  PubMed  PubMed Central  Google Scholar 

Al Zoubi O, Mayeli A, Tsuchiyagaito A, Misaki M, Zotev V, Refai H, Paulus M, Bodurka J, Tulsa I (2019) Eeg microstates temporal dynamics differentiate individuals with mood and anxiety disorders from healthy subjects. Front Hum Neurosci 13:56

Article  PubMed  PubMed Central  Google Scholar 

Koenig T, Prichep L, Lehmann D, Sosa PV, Braeker E, Kleinlogel H, Isenhart R, John ER (2002) Millisecond by millisecond, year by year: Normative eeg microstates and developmental stages. Neuroimage 16:41–48

Article  PubMed  Google Scholar 

16. S AA, C S, P D, G A, Maniyan Lathikakumari A, S VT, R NM (2024) Analysis of eeg microstates as biomarkers in neuropsychological processes - review. Comput Biol Med 173:108266

Britz J, Van De Ville D, Michel CM (2010) Bold correlates of eeg topography reveal rapid resting-state network dynamics. Neuroimage 52:1162–1170

Article  PubMed  Google Scholar 

Muller TJ, Koenig T, Wackermann J, Kalus P, Fallgatter A, Strik W, Lehmann D (2005) Subsecond changes of global brain state in illusory multistable motion perception. J Neural Transm (Vienna) 112:565–576

Article  PubMed  Google Scholar 

Tarailis P, Koenig T, Michel CM, Griskova-Bulanova I (2024) The functional aspects of resting eeg microstates: A systematic review. Brain Topogr 37:181–217

Article  PubMed  Google Scholar 

Custo A, Van De Ville D, Wells WM, Tomescu MI, Brunet D, Michel CM (2017) Electroencephalographic resting-state networks: Source localization of microstates. Brain Connect 7:671–682

Article  PubMed  PubMed Central  Google Scholar 

Zappasodi F, Perrucci MG, Saggino A, Croce P, Mercuri P, Romanelli R, Colom R, Ebisch SJH (2019) Eeg microstates distinguish between cognitive components of fluid reasoning. Neuroimage 189:560–573

Article  PubMed  Google Scholar 

Seitzman BA, Abell M, Bartley SC, Erickson MA, Bolbecker AR, Hetrick WP (2017) Cognitive manipulation of brain electric microstates. Neuroimage 146:533–543

Article  PubMed  Google Scholar 

Kim K, Duc NT, Choi M, Lee B (2021) Eeg microstate features according to performance on a mental arithmetic task. Sci Rep 11:343

Article  PubMed  PubMed Central  Google Scholar 

Yan D, Liu J, Liao M, Liu B, Wu S, Li X, Li H, Ou W, Zhang L, Li Z, Zhang Y, Li L (2021) Prediction of clinical outcomes with eeg microstate in patients with major depressive disorder. Front Psychiatry 12:695272

He Y, Yu Q, Yang T, Zhang Y, Zhang K, Jin X, Wu S, Gao X, Huang C, Cui X, Luo X (2021) Abnormalities in electroencephalographic microstates among adolescents with first episode major depressive disorder. Front Psychiatry 12:775156

Murphy M, Whitton AE, Deccy S, Ironside ML, Rutherford A, Beltzer M, Sacchet M, Pizzagalli DA (2020) Abnormalities in electroencephalographic microstates are state and trait markers of major depressive disorder. Neuropsychopharmacology 45:2030–2037

Article  CAS  PubMed  PubMed Central  Google Scholar 

27. Zhao Z, Niu Y, Zhao X, Zhu Y, Shao Z, Wu X, Wang C, Gao X, Wang C, Xu Y, Zhao J, Gao Z, Ding J, Yu Y (2022) Eeg microstate in first-episode drug-naive adolescents with depression. J Neural Eng 19

Lei L, Liu Z, Zhang Y, Guo M, Liu P, Hu X, Yang C, Zhang A, Sun N, Wang Y, Zhang K (2022) Eeg microstates as markers of major depressive disorder and predictors of response to ssris therapy. Prog Neuropsychopharmacol Biol Psychiatry 116:110514

Gold MC, Yuan S, Tirrell E, Kronenberg EF, Kang JWD, Hindley L, Sherif M, Brown JC, Carpenter LL (2022) Large-scale eeg neural network changes in response to therapeutic tms. Brain Stimul 15:316–325

Article  PubMed  PubMed Central  Google Scholar 

Yuan J, Li X, Zhang J, Luo L, Dong Q, Lv J, Zhao Y, Jiang X, Zhang S, Zhang W, Liu T (2018) Spatio-temporal modeling of connectome-scale brain network interactions via time-evolving graphs. Neuroimage 180:350–369

Article  PubMed  Google Scholar 

Hamilton M (1960) A rating scale for depression. J Neurol Neurosurg Psychiatry 23:56–62

Article  CAS  PubMed  PubMed Central  Google Scholar 

Maier W, Buller R, Philipp M, Heuser I (1988) The hamilton anxiety scale: Reliability, validity and sensitivity to change in anxiety and depressive disorders. J Affect Disord 14:61–68

Article  CAS  PubMed  Google Scholar 

Crowe SF (1998) The differential contribution of mental tracking, cognitive flexibility, visual search, and motor speed to performance on parts a and b of the trail making test. J Clin Psychol 54:585–591

Article  CAS  PubMed  Google Scholar 

Tombaugh TN (2004) Trail making test a and b: Normative data stratified by age and education. Arch Clin Neuropsychol 19:203–214

Article  PubMed  Google Scholar 

35. A. S (1968) The symbol-digit modalities test: A neuropsychologic test of learning and other cerebral disorders. Learning Disorders 83–91

Jensen AR (1965) Scoring the Stroop test. Acta Psychol (Amst) 24:398–408

Article  PubMed  Google Scholar 

37. Poulsen AT, Pedroni A, Langer N, Hansen LK (2018) Microstate eeglab toolbox: An introductory guide. Cold Spring Harbor Laboratory

Pascual-Marqui RD, Michel CM, Lehmann D (1995) Segmentation of brain electrical activity into microstates: Model estimation and validation. IEEE Trans Biomed Eng 42:658–665

Article  CAS  PubMed  Google Scholar 

Lu F, Cui Q, Huang X, Li L, Duan X, Chen H, Pang Y, He Z, Sheng W, Han S, Chen Y, Yang Y, Luo W, Yu Y, Jia X, Tang Q, Li D, Xie A, Chen H (2020) Anomalous intrinsic connectivity within and between visual and auditory networks in major depressive disorder. Prog Neuropsychopharmacol Biol Psychiatry 100:109889

Damborska A, Tomescu MI, Honzirkova E, Bartecek R, Horinkova J, Fedorova S, Ondrus S, Michel CM (2019) Eeg resting-state large-scale brain network dynamics are related to depressive symptoms. Front Psychiatry 10:548

Article  PubMed  PubMed Central  Google Scholar 

Yang H, Chen X, Chen ZB, Li L, Li XY, Castellanos FX, Bai TJ, Bo QJ, Cao J, Chang ZK, Chen GM, Chen NX, Chen W, Cheng C, Cheng YQ, Cui XL, Duan J, Fang Y, Gong QY, Guo WB, Hou ZH, Hu L, Kuang L, Li F, Li HX, Li KM, Li T, Liu YS, Liu ZN, Long YC, Lu B, Luo QH, Meng HQ, Peng D, Qiu HT, Qiu J, Shen YD, Shi YS, Si TM, Tang YQ, Wang CY, Wang F, Wang K, Wang L, Wang X, Wang Y, Wang YW, Wu XP, Wu XR, Xie CM, Xie GR, Xie HY, Xie P, Xu XF, Yang J, Yao JS, Yao SQ, Yin YY, Yuan YG, Zang YF, Zhang AX, Zhang H, Zhang KR, Zhang L, Zhang ZJ, Zhao JP, Zhou R, Zhou YT, Zhu JJ, Zhu ZC, Zou CJ, Zuo XN, Yan CG (2021) Disrupted intrinsic functional brain topology in patients with major depressive disorder. Mol Psychiatry 26:7363–7371

Article  PubMed  PubMed Central