TY - JOUR
T1 - Obesity and brain structure in schizophrenia – ENIGMA study in 3021 individuals
AU - McWhinney, Sean R.
AU - Brosch, Katharina
AU - Calhoun, Vince D.
AU - Crespo-Facorro, Benedicto
AU - Crossley, Nicolas A.
AU - Dannlowski, Udo
AU - Dickie, Erin
AU - Dietze, Lorielle M.F.
AU - Donohoe, Gary
AU - Du Plessis, Stefan
AU - Ehrlich, Stefan
AU - Emsley, Robin
AU - Furstova, Petra
AU - Glahn, David C.
AU - Gonzalez- Valderrama, Alfonso
AU - Grotegerd, Dominik
AU - Holleran, Laurena
AU - Kircher, Tilo T.J.
AU - Knytl, Pavel
AU - Kolenic, Marian
AU - Lencer, Rebekka
AU - Nenadić, Igor
AU - Opel, Nils
AU - Pfarr, Julia Katharina
AU - Rodrigue, Amanda L.
AU - Rootes-Murdy, Kelly
AU - Ross, Alex J.
AU - Sim, Kang
AU - Škoch, Antonín
AU - Spaniel, Filip
AU - Stein, Frederike
AU - Švancer, Patrik
AU - Tordesillas-Gutiérrez, Diana
AU - Undurraga, Juan
AU - Váquez-Bourgon, Javier
AU - Voineskos, Aristotle
AU - Walton, Esther
AU - Weickert, Thomas W.
AU - Weickert, Cynthia Shannon
AU - Thompson, Paul M.
AU - van Erp, Theo G.M.
AU - Turner, Jessica A.
AU - Hajek, Tomas
N1 - Publisher Copyright:
© 2022, The Author(s).
PY - 2022
Y1 - 2022
N2 - Schizophrenia is frequently associated with obesity, which is linked with neurostructural alterations. Yet, we do not understand how the brain correlates of obesity map onto the brain changes in schizophrenia. We obtained MRI-derived brain cortical and subcortical measures and body mass index (BMI) from 1260 individuals with schizophrenia and 1761 controls from 12 independent research sites within the ENIGMA-Schizophrenia Working Group. We jointly modeled the statistical effects of schizophrenia and BMI using mixed effects. BMI was additively associated with structure of many of the same brain regions as schizophrenia, but the cortical and subcortical alterations in schizophrenia were more widespread and pronounced. Both BMI and schizophrenia were primarily associated with changes in cortical thickness, with fewer correlates in surface area. While, BMI was negatively associated with cortical thickness, the significant associations between BMI and surface area or subcortical volumes were positive. Lastly, the brain correlates of obesity were replicated among large studies and closely resembled neurostructural changes in major depressive disorders. We confirmed widespread associations between BMI and brain structure in individuals with schizophrenia. People with both obesity and schizophrenia showed more pronounced brain alterations than people with only one of these conditions. Obesity appears to be a relevant factor which could account for heterogeneity of brain imaging findings and for differences in brain imaging outcomes among people with schizophrenia.
AB - Schizophrenia is frequently associated with obesity, which is linked with neurostructural alterations. Yet, we do not understand how the brain correlates of obesity map onto the brain changes in schizophrenia. We obtained MRI-derived brain cortical and subcortical measures and body mass index (BMI) from 1260 individuals with schizophrenia and 1761 controls from 12 independent research sites within the ENIGMA-Schizophrenia Working Group. We jointly modeled the statistical effects of schizophrenia and BMI using mixed effects. BMI was additively associated with structure of many of the same brain regions as schizophrenia, but the cortical and subcortical alterations in schizophrenia were more widespread and pronounced. Both BMI and schizophrenia were primarily associated with changes in cortical thickness, with fewer correlates in surface area. While, BMI was negatively associated with cortical thickness, the significant associations between BMI and surface area or subcortical volumes were positive. Lastly, the brain correlates of obesity were replicated among large studies and closely resembled neurostructural changes in major depressive disorders. We confirmed widespread associations between BMI and brain structure in individuals with schizophrenia. People with both obesity and schizophrenia showed more pronounced brain alterations than people with only one of these conditions. Obesity appears to be a relevant factor which could account for heterogeneity of brain imaging findings and for differences in brain imaging outcomes among people with schizophrenia.
UR - http://www.scopus.com/inward/record.url?scp=85132561943&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85132561943&partnerID=8YFLogxK
U2 - 10.1038/s41380-022-01616-5
DO - 10.1038/s41380-022-01616-5
M3 - Article
C2 - 35739320
AN - SCOPUS:85132561943
SN - 1359-4184
JO - Molecular Psychiatry
JF - Molecular Psychiatry
ER -