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Brain ageing in schizophrenia: evidence from 26 international cohorts via the ENIGMA Schizophrenia consortium.
- Constantinides, Constantinos;
- Han, Laura KM;
- Alloza, Clara;
- Antonucci, Linda Antonella;
- Arango, Celso;
- Ayesa-Arriola, Rosa;
- Banaj, Nerisa;
- Bertolino, Alessandro;
- Borgwardt, Stefan;
- Bruggemann, Jason;
- Bustillo, Juan;
- Bykhovski, Oleg;
- Calhoun, Vince;
- Carr, Vaughan;
- Catts, Stanley;
- Chung, Young-Chul;
- Crespo-Facorro, Benedicto;
- Díaz-Caneja, Covadonga M;
- Donohoe, Gary;
- Plessis, Stefan Du;
- Edmond, Jesse;
- Ehrlich, Stefan;
- Emsley, Robin;
- Eyler, Lisa T;
- Fuentes-Claramonte, Paola;
- Georgiadis, Foivos;
- Green, Melissa;
- Guerrero-Pedraza, Amalia;
- Ha, Minji;
- Hahn, Tim;
- Henskens, Frans A;
- Holleran, Laurena;
- Homan, Stephanie;
- Homan, Philipp;
- Jahanshad, Neda;
- Janssen, Joost;
- Ji, Ellen;
- Kaiser, Stefan;
- Kaleda, Vasily;
- Kim, Minah;
- Kim, Woo-Sung;
- Kirschner, Matthias;
- Kochunov, Peter;
- Kwak, Yoo Bin;
- Kwon, Jun Soo;
- Lebedeva, Irina;
- Liu, Jingyu;
- Mitchie, Patricia;
- Michielse, Stijn;
- Mothersill, David;
- Mowry, Bryan;
- de la Foz, Víctor Ortiz-García;
- Pantelis, Christos;
- Pergola, Giulio;
- Piras, Fabrizio;
- Pomarol-Clotet, Edith;
- Preda, Adrian;
- Quidé, Yann;
- Rasser, Paul E;
- Rootes-Murdy, Kelly;
- Salvador, Raymond;
- Sangiuliano, Marina;
- Sarró, Salvador;
- Schall, Ulrich;
- Schmidt, André;
- Scott, Rodney J;
- Selvaggi, Pierluigi;
- Sim, Kang;
- Skoch, Antonin;
- Spalletta, Gianfranco;
- Spaniel, Filip;
- Thomopoulos, Sophia I;
- Tomecek, David;
- Tomyshev, Alexander S;
- Tordesillas-Gutiérrez, Diana;
- van Amelsvoort, Therese;
- Vázquez-Bourgon, Javier;
- Vecchio, Daniela;
- Voineskos, Aristotle;
- Weickert, Cynthia S;
- Weickert, Thomas;
- Thompson, Paul M;
- Schmaal, Lianne;
- van Erp, Theo GM;
- Turner, Jessica;
- Cole, James H;
- ENIGMA Schizophrenia Consortium;
- Dima, Danai;
- Walton, Esther
- et al.
Published Web Location
https://doi.org/10.1038/s41380-022-01897-wAbstract
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.
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