1. Brain ageing in schizophrenia: evidence from 26 international cohorts via the ENIGMA Schizophrenia consortium
- Author
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Constantinides, C, Han, LKM, Alloza, C, Antonucci, LA, Arango, C, Ayesa-Arriola, R, Banaj, N, Bertolino, A, Borgwardt, S, Bruggemann, J, Bustillo, J, Bykhovski, O, Calhoun, V, Carr, V, Catts, S, Chung, Y-C, Crespo-Facorro, B, Diaz-Caneja, CM, Donohoe, G, Du Plessis, S, Edmond, J, Ehrlich, S, Emsley, R, Eyler, LT, Fuentes-Claramonte, P, Georgiadis, F, Green, M, Guerrero-Pedraza, A, Ha, M, Hahn, T, Henskens, FA, Holleran, L, Homan, S, Homan, P, Jahanshad, N, Janssen, J, Ji, E, Kaiser, S, Kaleda, V, Kim, M, Kim, W-S, Kirschner, M, Kochunov, P, Kwak, YB, Kwon, JS, Lebedeva, I, Liu, J, Mitchie, P, Michielse, S, Mothersill, D, Mowry, B, de la Foz, VO-G, Pantelis, C, Pergola, G, Piras, F, Pomarol-Clotet, E, Preda, A, Quide, Y, Rasser, PE, Rootes-Murdy, K, Salvador, R, Sangiuliano, M, Sarro, S, Schall, U, Schmidt, A, Scott, RJ, Selvaggi, P, Sim, K, Skoch, A, Spalletta, G, Spaniel, F, Thomopoulos, S, Tomecek, D, Tomyshev, AS, Tordesillas-Gutierrez, D, van Amelsvoort, T, Vazquez-Bourgon, J, Vecchio, D, Voineskos, A, Weickert, CS, Weickert, T, Thompson, PM, Schmaal, L, van Erp, TGM, Turner, J, Cole, JH, Dima, D, Walton, E, Constantinides, C, Han, LKM, Alloza, C, Antonucci, LA, Arango, C, Ayesa-Arriola, R, Banaj, N, Bertolino, A, Borgwardt, S, Bruggemann, J, Bustillo, J, Bykhovski, O, Calhoun, V, Carr, V, Catts, S, Chung, Y-C, Crespo-Facorro, B, Diaz-Caneja, CM, Donohoe, G, Du Plessis, S, Edmond, J, Ehrlich, S, Emsley, R, Eyler, LT, Fuentes-Claramonte, P, Georgiadis, F, Green, M, Guerrero-Pedraza, A, Ha, M, Hahn, T, Henskens, FA, Holleran, L, Homan, S, Homan, P, Jahanshad, N, Janssen, J, Ji, E, Kaiser, S, Kaleda, V, Kim, M, Kim, W-S, Kirschner, M, Kochunov, P, Kwak, YB, Kwon, JS, Lebedeva, I, Liu, J, Mitchie, P, Michielse, S, Mothersill, D, Mowry, B, de la Foz, VO-G, Pantelis, C, Pergola, G, Piras, F, Pomarol-Clotet, E, Preda, A, Quide, Y, Rasser, PE, Rootes-Murdy, K, Salvador, R, Sangiuliano, M, Sarro, S, Schall, U, Schmidt, A, Scott, RJ, Selvaggi, P, Sim, K, Skoch, A, Spalletta, G, Spaniel, F, Thomopoulos, S, Tomecek, D, Tomyshev, AS, Tordesillas-Gutierrez, D, van Amelsvoort, T, Vazquez-Bourgon, J, Vecchio, D, Voineskos, A, Weickert, CS, Weickert, T, Thompson, PM, Schmaal, L, van Erp, TGM, Turner, J, Cole, JH, Dima, D, and Walton, E
- Abstract
Schizophrenia (SZ) is associated with an increased risk of life-long cognitive impairments, age-related chronic disease, and premature mortality. We investigated evidence for advanced brain ageing in adult SZ patients, and whether this was associated with clinical characteristics in a prospective meta-analytic study conducted by the ENIGMA Schizophrenia Working Group. The study included data from 26 cohorts worldwide, with a total of 2803 SZ patients (mean age 34.2 years; range 18-72 years; 67% male) and 2598 healthy controls (mean age 33.8 years, range 18-73 years, 55% male). Brain-predicted age was individually estimated using a model trained on independent data based on 68 measures of cortical thickness and surface area, 7 subcortical volumes, lateral ventricular volumes and total intracranial volume, all derived from T1-weighted brain magnetic resonance imaging (MRI) scans. Deviations from a healthy brain ageing trajectory were assessed by the difference between brain-predicted age and chronological age (brain-predicted age difference [brain-PAD]). On average, SZ patients showed a higher brain-PAD of +3.55 years (95% CI: 2.91, 4.19; I2 = 57.53%) compared to controls, after adjusting for age, sex and site (Cohen's d = 0.48). Among SZ patients, brain-PAD was not associated with specific clinical characteristics (age of onset, duration of illness, symptom severity, or antipsychotic use and dose). This large-scale collaborative study suggests advanced structural brain ageing in SZ. Longitudinal studies of SZ and a range of mental and somatic health outcomes will help to further evaluate the clinical implications of increased brain-PAD and its ability to be influenced by interventions.
- Published
- 2023