TY - JOUR
T1 - Understanding Lifelong Factors and Prediction Models of Social Functioning After Psychosis Onset Using the Large-Scale GROUP Cohort Study
AU - Tiles-Sar, Natalia
AU - Habtewold, Tesfa Dejenie
AU - Liemburg, Edith J.
AU - Van Der Meer, Lisette
AU - Bruggeman, Richard
AU - Alizadeh, Behrooz Z.
AU - Van Amelsvoort, Therese
AU - Bartels-Velthuis, Agna A.
AU - De Haan, Lieuwe
AU - Schirmbeck, Frederike
AU - Simons, Claudia J.P.
AU - Van Os, Jim
N1 - Publisher Copyright:
© 2023 The Author(s). Published by Oxford University Press on behalf of the Maryland Psychiatric Research Center.
PY - 2023/11/1
Y1 - 2023/11/1
N2 - Background and hypothesis: Current rates of poor social functioning (SF) in people with psychosis history reach 80% worldwide. We aimed to identify a core set of lifelong predictors and build prediction models of SF after psychosis onset. Study design: We utilized data of 1119 patients from the Genetic Risk and Outcome in Psychosis (GROUP) longitudinal Dutch cohort. First, we applied group-based trajectory modeling to identify premorbid adjustment trajectories. We further investigated the association between the premorbid adjustment trajectories, six-year-long cognitive deficits, positive, and negative symptoms trajectories, and SF at 3-year and 6-year follow-ups. Next, we checked associations between demographics, clinical, and environmental factors measured at the baseline and SF at follow-up. Finally, we built and internally validated 2 predictive models of SF. Study results: We found all trajectories were significantly associated with SF (P <. 01), explaining up to 16% of SF variation (R2 0.15 for 3- and 0.16 for 6-year follow-up). Demographics (sex, ethnicity, age, education), clinical parameters (genetic predisposition, illness duration, psychotic episodes, cannabis use), and environment (childhood trauma, number of moves, marriage, employment, urbanicity, unmet needs of social support) were also significantly associated with SF. After validation, final prediction models explained a variance up to 27% (95% CI: 0.23, 0.30) at 3-year and 26% (95% CI: 0.22, 0.31) at 6-year follow-up. Conclusions: We found a core set of lifelong predictors of SF. Yet, the performance of our prediction models was moderate.
AB - Background and hypothesis: Current rates of poor social functioning (SF) in people with psychosis history reach 80% worldwide. We aimed to identify a core set of lifelong predictors and build prediction models of SF after psychosis onset. Study design: We utilized data of 1119 patients from the Genetic Risk and Outcome in Psychosis (GROUP) longitudinal Dutch cohort. First, we applied group-based trajectory modeling to identify premorbid adjustment trajectories. We further investigated the association between the premorbid adjustment trajectories, six-year-long cognitive deficits, positive, and negative symptoms trajectories, and SF at 3-year and 6-year follow-ups. Next, we checked associations between demographics, clinical, and environmental factors measured at the baseline and SF at follow-up. Finally, we built and internally validated 2 predictive models of SF. Study results: We found all trajectories were significantly associated with SF (P <. 01), explaining up to 16% of SF variation (R2 0.15 for 3- and 0.16 for 6-year follow-up). Demographics (sex, ethnicity, age, education), clinical parameters (genetic predisposition, illness duration, psychotic episodes, cannabis use), and environment (childhood trauma, number of moves, marriage, employment, urbanicity, unmet needs of social support) were also significantly associated with SF. After validation, final prediction models explained a variance up to 27% (95% CI: 0.23, 0.30) at 3-year and 26% (95% CI: 0.22, 0.31) at 6-year follow-up. Conclusions: We found a core set of lifelong predictors of SF. Yet, the performance of our prediction models was moderate.
KW - association
KW - follow-up
KW - mixed-effect model/trajectories
KW - schizophrenia
UR - http://www.scopus.com/inward/record.url?scp=85163780401&partnerID=8YFLogxK
U2 - 10.1093/schbul/sbad046
DO - 10.1093/schbul/sbad046
M3 - Article
C2 - 37104875
AN - SCOPUS:85163780401
SN - 0586-7614
VL - 49
SP - 1447
EP - 1459
JO - Schizophrenia bulletin
JF - Schizophrenia bulletin
IS - 6
ER -