Thalamocortical Structural Covariation Networks Are Related to Familial Risk for Schizophrenia in the Context of Lower Nuclei Volume Estimates in Patients: An ENIGMA Study
- Authors
- Lella, Annalisa; Antonucci, Linda A.; Passiatore, Roberta; Bellantuono, Loredana; Selvaggi, Pierluigi; Popolizio, Teresa; Di Sciascio, Guido; Saponaro, Alessandro; Jo, Hang Joon; Ricci, Patrizia; Altamura, Mario; Blasi, Giuseppe; Rampino, Antonio; Vriend, Chris; Calhoun, Vince D.; Rootes-Murdy, Kelly; Goldman, Aaron L.; Baeza, Inmaculada; Castro-Fornieles, Josefina; Sugranyes, Gisela; De la Serna, Elena; Pomarol-Clotet, Edith; Fatjó-Vilas, Mar; Salvador, Raymond; Karuk, Andriana; Fuentes-Claramonte, Paola; Glahn, David C.; Rodrigue, Amanda L.; Blangero, John; Wang, Lei; Lee, Taeyoung; Einenkel, Karolin E.; Hamers, Saskia; Gruber, Oliver; Preda, Adrian; Chung, Young-Chul; Odkhuu, Soyolsaikhan; Vallée, Corentin; Dazzan, Paola; Marcelis, Machteld; Michielse, Stijn; Brosch, Katharina; Stein, Frederike; Nenadić, Igor; Straube, Benjamin; Thomas-Odenthal, Florian; Kircher, Tilo; Carruthers, Sean; Rossell, Susan L.; Sumner, Phillip J.; Van Rheenen, Tamsyn E.; Demro, Caroline; Ramsay, Ian S.; Sponheim, Scott R.; Lencer, Rebekka; Meinert, Susanne; Hahn, Tim; Dannlowski, Udo; Grotegerd, Dominik; Ciccarelli, Mariateresa; Iasevoli, Felice; Pontillo, Giuseppe; Pearlson, Godfrey D.; Cobia, Derin; Piras, Fabrizio; Banaj, Nerisa; Vecchio, Daniela; Barendse, Marjolein E.A.; van Haren, Neeltje E.M.; Sim, Kang; Quidé, Yann; Green, Melissa J.; Slate, Rachael; Cecere, Giacomo; Omlor, Wolfgang; Homan, Stephanie; Homan, Philipp; Thomopoulos, Sophia I.; Manzari, Anna; Bellomo, Antonello; Turner, Jessica A.; van Erp, Theo G.M.; Thompson, Paul M.; Bertolino, Alessandro; Pergola, Giulio
- Issue Date
- Nov-2025
- Publisher
- Elsevier BV
- Keywords
- Familial high risk for schizophrenia; Meta-analyses; Morphometric measures; Structural neuroimaging; Thalamic subdivisions; Thalamocortical networks
- Citation
- Biological Psychiatry, v.98, no.9, pp 698 - 711
- Pages
- 14
- Indexed
- SCIE
SCOPUS
- Journal Title
- Biological Psychiatry
- Volume
- 98
- Number
- 9
- Start Page
- 698
- End Page
- 711
- URI
- https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/209266
- DOI
- 10.1016/j.biopsych.2025.03.027
- ISSN
- 0006-3223
1873-2402
- Abstract
- Background: Structural brain differences in the thalamus and the cortex have been widely reported in schizophrenia (SCZ) relative to neurotypical control individuals (NCs). Most previous studies examined the thalamus as a whole as a single region of interest. In addition, findings in individuals at familial high risk for SCZ (FHRs) remain inconclusive. Here, we investigated whether local and network-wide thalamic-related structural alterations vary as a function of familial risk for SCZ. Methods: Structural magnetic resonance imaging scans were obtained from 5197 participants (NC, n = 3409; FHR, n = 257; SCZ, n = 1531) across 32 cross-sectional samples within the ENIGMA (Enhancing Neuro Imaging Genetics through Meta Analysis) Consortium. Random-effects meta-analyses and network analyses were conducted on 1) local thalamic alterations (volume estimates of 7 thalamic subdivisions) and 2) network-wide thalamic alterations (thickness and surface-related thalamocortical/corticocortical covariation patterns) across groups (NC, FHR, SCZ). Results: Individuals with SCZ showed significantly lower gray matter volume estimates in the anterior, pulvinar, medial, posterior, and ventral thalamic subdivisions compared with NCs (false discovery rate–corrected q [qFDR] <.05). FHRs did not differ from NCs. At the network-wide level, thalamocortical covariations discriminated FHRs from NCs (qFDR <.05), with FHRs showing intermediate covariation between individuals with SCZ and NCs. Corticocortical covariation patterns revealed that individuals with SCZ and FHRs shared similarly disconnected clustering configurations, distinct from NCs (qFDR <.05). Conclusions: Results revealed lower thalamic volume estimates in individuals with SCZ but not in FHRs, hence yielding no evidence of a familial risk trait, whereas thalamocortical and corticocortical covariation estimates were associated with familial risk for SCZ. These findings suggest that, once the thalamus is parsed into subdivisions, network-wide thalamocortical features may identify trait-dependent, neurobiological correlates of genetic risk for SCZ.
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