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While the neural mechanisms of social anxiety disorder in clinical populations have been widely investigated, the functional connectivity underlying social anxiety in the nonclinical population remains poorly understood. The present study addressed this gap by employing connectome\u2010based predictive modelling (CPM) to identify resting\u2010state functional connectivity associated with social anxiety in healthy college students. Our findings revealed a social anxiety connectome that contributed to predicting individuals' social anxiety, which mainly includes the connections within the default mode network (DMN) (i.e., positive network) and those between the frontal parietal network (FPN) and visual network (i.e., negative network). Importantly, the robustness and specificity of this connectome were validated by using different brain atlases and cross\u2010validation schemes and controlling for the influence of general anxiety. Moreover, two sub\u2010dimensions of social anxiety, i.e., social distress and social avoidance, showed distinct neural correlates, with social distress correlated with the positive network and social avoidance with the negative network. Together, these findings provide novel insights into the neural basis of social anxiety in nonclinical populations, highlighting specific functional connectivity associated with different facets of social anxiety.<\/jats:p>","DOI":"10.1002\/ijop.70161","type":"journal-article","created":{"date-parts":[[2025,12,31]],"date-time":"2025-12-31T06:05:31Z","timestamp":1767161131000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Connectome\u2010Based Predictive Modelling Reveals Functional Connectivity Underpinning Social Anxiety in Healthy College Students"],"prefix":"10.1002","volume":"61","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7394-3857","authenticated-orcid":false,"given":"Liang","family":"Shi","sequence":"first","affiliation":[{"name":"School of Psychology, Nanjing Normal University  Nanjing China"},{"name":"Adolescent Education and Intelligence Support Lab of Nanjing Normal University, Laboratory of Philosophy and Social Sciences at Universities in Jiangsu Province  Nanjing China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2025,12,30]]},"reference":[{"key":"e_1_2_12_2_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11682\u2010012\u20109188\u2010x"},{"key":"e_1_2_12_3_1","doi-asserted-by":"publisher","DOI":"10.1037\/0022\u2010006x.56.6.893"},{"key":"e_1_2_12_4_1","doi-asserted-by":"publisher","DOI":"10.1002\/da.20670"},{"key":"e_1_2_12_5_1","doi-asserted-by":"publisher","DOI":"10.1093\/brain\/awl004"},{"key":"e_1_2_12_6_1","doi-asserted-by":"publisher","DOI":"10.1201\/b15238"},{"key":"e_1_2_12_7_1","doi-asserted-by":"publisher","DOI":"10.4088\/JCP.09m05094blu"},{"key":"e_1_2_12_8_1","doi-asserted-by":"publisher","DOI":"10.1002\/wcs.1390"},{"key":"e_1_2_12_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.mri.2011.02.013"},{"key":"e_1_2_12_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuropsychologia.2007.06.022"},{"key":"e_1_2_12_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.pnpbp.2010.02.028"},{"key":"e_1_2_12_12_1","doi-asserted-by":"publisher","DOI":"10.1038\/tp.2013.85"},{"key":"e_1_2_12_13_1","doi-asserted-by":"publisher","DOI":"10.1177\/1535370215603514"},{"key":"e_1_2_12_14_1","doi-asserted-by":"publisher","DOI":"10.1001\/archgenpsychiatry.2008.525"},{"key":"e_1_2_12_15_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.96.16.9379"},{"key":"e_1_2_12_16_1","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyt.2020.00657"},{"key":"e_1_2_12_17_1","doi-asserted-by":"publisher","DOI":"10.1590\/1516\u20104446\u20102018\u20100183"},{"key":"e_1_2_12_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.brainres.2011.03.018"},{"key":"e_1_2_12_19_1","doi-asserted-by":"publisher","DOI":"10.1080\/23311886.2024.2356055"},{"key":"e_1_2_12_20_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00429-010-0262-0"},{"key":"e_1_2_12_21_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41380\u2010021\u201001154\u20106"},{"key":"e_1_2_12_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tics.2005.03.010"},{"key":"e_1_2_12_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.biopsych.2006.03.042"},{"key":"e_1_2_12_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.biopsych.2005.08.012"},{"key":"e_1_2_12_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2011.09.006"},{"key":"e_1_2_12_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.pscychresns.2011.01.010"},{"key":"e_1_2_12_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-815915-6.00009-3"},{"key":"e_1_2_12_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.brat.2019.05.001"},{"key":"e_1_2_12_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuron.2011.06.027"},{"key":"e_1_2_12_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2020.116684"},{"key":"e_1_2_12_31_1","doi-asserted-by":"publisher","DOI":"10.1038\/nprot.2016.178"},{"issue":"26","key":"e_1_2_12_32_1","first-page":"1","article-title":"Common and Distinct Neural Connectomes Between Thought Control Ability and Happiness","volume":"26","author":"Shi L.","year":"2025","journal-title":"Journal of Happiness Studies"},{"key":"e_1_2_12_33_1","doi-asserted-by":"publisher","DOI":"10.1038\/npp.2009.83"},{"key":"e_1_2_12_34_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2013.05.039"},{"issue":"4","key":"e_1_2_12_35_1","first-page":"691","article-title":"Social Avoidance and Distress Scale (SAD) and Fear of Negative Evaluation Scale (FNE)\u2014Reliability and the Preliminary Assessment of Validity","volume":"47","author":"Soba\u0144ski J. 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