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However, no studies have explored how intrinsic resting-state functional connectivity (rs-FC) predicts this ability. Here, we adopted the connectome-based predictive modeling (CPM) based on the resting-state fMRI data to investigate whether and how rs-FC profiles in predefined brain networks (the frontoparietal control networks or FPCN) can predict MS in healthy individuals with 497 participants. The MS ability was assessed by MS-induced forgetting during the think\/no-think paradigm. The results showed that FPCN network was especially informative for generating the prediction model for MS. Some regions of FPCN, such as middle frontal gyrus, superior frontal gyrus and inferior parietal lobe were critical in predicting MS. Moreover, functional interplay between FPCN and multiple networks, such as dorsal attention network (DAN), ventral attention network (VAN), default mode network (DMN), the limbic system and subcortical regions, enabled prediction of MS. Crucially, the predictive FPCN networks were stable and specific to MS. These results indicated that FPCN flexibility interacts with other networks to underpin the ability of MS. These would also be beneficial for understanding how compromises in these functional networks may have led to the intrusive thoughts and memories characterized in some mental disorders.<\/jats:p>","DOI":"10.1093\/cercor\/bhab024","type":"journal-article","created":{"date-parts":[[2021,1,27]],"date-time":"2021-01-27T07:37:59Z","timestamp":1611733079000},"page":"3451-3461","source":"Crossref","is-referenced-by-count":24,"title":["Memory Suppression Ability can be Robustly Predicted by the Internetwork Communication of Frontoparietal Control Network"],"prefix":"10.1093","volume":"31","author":[{"given":"Wenjing","family":"Yang","sequence":"first","affiliation":[{"name":"Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing 400715, China"},{"name":"Faculty of Psychology, Southwest University (SWU), Chongqing, 400715, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kaixiang","family":"Zhuang","sequence":"additional","affiliation":[{"name":"Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing 400715, China"},{"name":"Faculty of Psychology, Southwest University (SWU), Chongqing, 400715, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peiduo","family":"Liu","sequence":"additional","affiliation":[{"name":"Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing 400715, China"},{"name":"Faculty of Psychology, Southwest University (SWU), Chongqing, 400715, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yuhua","family":"Guo","sequence":"additional","affiliation":[{"name":"MRC Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qunlin","family":"Chen","sequence":"additional","affiliation":[{"name":"Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing 400715, China"},{"name":"Faculty of Psychology, Southwest University (SWU), Chongqing, 400715, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dongtao","family":"Wei","sequence":"additional","affiliation":[{"name":"Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing 400715, China"},{"name":"Faculty of Psychology, Southwest University (SWU), Chongqing, 400715, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiang","family":"Qiu","sequence":"additional","affiliation":[{"name":"Key Laboratory of Cognition and Personality (SWU), Ministry of Education, Chongqing 400715, China"},{"name":"Faculty of Psychology, Southwest University (SWU), Chongqing, 400715, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"286","published-online":{"date-parts":[[2021,3,1]]},"reference":[{"key":"2021061207560034500_ref1","doi-asserted-by":"crossref","first-page":"2471","DOI":"10.1111\/ejn.13717","article-title":"Effects of spatial smoothing on functional brain networks","volume":"46","author":"Alakorkko","year":"2017","journal-title":"Eur J Neurosci."},{"key":"2021061207560034500_ref2","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1016\/j.nlm.2015.11.008","article-title":"Prefrontal\u2013hippocampal pathways underlying inhibitory control over memory","volume":"134","author":"Anderson","year":"2016","journal-title":"Neurobiol Learn Mem."},{"key":"2021061207560034500_ref3","doi-asserted-by":"crossref","first-page":"366","DOI":"10.1038\/35066572","article-title":"Suppressing unwanted memories by executive 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