德纳姆
疾病
生物年龄
精神分裂症(面向对象编程)
表观遗传学
队列
医学
多基因风险评分
DNA甲基化
人口学
内科学
生理学
生物
肿瘤科
老年学
遗传学
精神科
单核苷酸多态性
基因型
基因
基因表达
社会学
作者
Anil P. S. Ori,Loes M. Olde Loohuis,Jerry Guintivano,Eilís Hannon,Emma Dempster,David St Clair,Nicholas Bass,Andrew McQuillin,Jonathan Mill,Patrick F. Sullivan,René S. Kahn,Steve Horvath,Roel A. Ophoff
摘要
Abstract Background The study of biological age acceleration may help identify at-risk individuals and contribute to reduce the rising global burden of age-related diseases. Using DNA methylation (DNAm) clocks, we investigated biological aging in schizophrenia (SCZ), a severe mental illness that is associated with an increased prevalence of age-related disabilities and morbidities. In a multi-cohort whole blood sample consisting of 1,090 SCZ cases and 1,206 controls, we investigated differential aging using three DNAm clocks (i.e. Hannum, Horvath, Levine). These clocks are highly predictive of chronological age and are known to capture different processes of biological aging. Results We found that blood-based DNAm aging is significantly altered in SCZ with age- and sex-specific effects that differ between clocks and map to distinct chronological age windows. Most notably, differential phenotypic age (Levine clock) was most pronounced in female SCZ patients in later adulthood compared to matched controls. Female patients with high SCZ polygenic risk scores (PRS) present the highest age acceleration in this age group with +4.30 years (CI: 2.40-6.20, P=1.3E-05). Phenotypic age and SCZ PRS contribute additively to the illness and together explain up to 22.4% of the variance in disease status in this study. This suggests that combining genetic and epigenetic predictors may improve predictions of disease outcomes. Conclusions Since increased phenotypic age is associated with increased risk of all-cause mortality, our findings indicate that specific and identifiable patient groups are at increased mortality risk as measured by the Levine clock. These results provide new biological insights into the aging landscape of SCZ with age- and sex-specific effects and warrant further investigations into the potential of DNAm clocks as clinical biomarkers that may help with disease management in schizophrenia.
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