The additive impact of cardio-metabolic disorders and psychiatric illnesses on accelerated brain aging
Human brain mapping
MRI; UK Biobank; accelerated brain aging; cardio-metabolic disorders; quantile regression index; severe mental illness
Severe mental illnesses (SMI) including major depressive disorder (MDD), bipolar disorder (BD), and schizophrenia spectrum disorder (SSD) elevate accelerated brain aging risks. Cardio-metabolic disorders (CMD) are common comorbidities in SMI and negatively impact brain health. We validated a linear quantile regression index (QRI) approach against the machine learning "BrainAge" index in an independent SSD cohort (N = 206). We tested the direct and additive effects of SMI and CMD effects on accelerated brain aging in the N = 1,618 (604 M/1,014 F, average age = 63.53 ± 7.38) subjects with SMI and N = 11,849 (5,719 M/6,130 F; 64.42 ± 7.38) controls from the UK Biobank. Subjects were subdivided based on diagnostic status: SMI+/CMD+ (N = 665), SMI+/CMD- (N = 964), SMI-/CMD+ (N = 3,765), SMI-/CMD- (N = 8,083). SMI (F = 40.47, p = 2.06 × 10 ) and CMD (F = 24.69, p = 6.82 × 10 ) significantly, independently impacted whole-brain QRI in SMI+. SSD had the largest effect (Cohen's d = 1.42) then BD (d = 0.55), and MDD (d = 0.15). Hypertension had a significant effect on SMI+ (d = 0.19) and SMI- (d = 0.14). SMI effects were direct, independent of MD, and remained significant after correcting for effects of antipsychotic medications. Whole-brain QRI was significantly (p < 10 ) associated with the volume of white matter hyperintensities (WMH). However, WMH did not show significant association with SMI and was driven by CMD, chiefly hypertension (p < 10 ). We used a simple and robust index, QRI, the demonstrate additive effect of SMI and CMD on accelerated brain aging. We showed a greater effect of psychiatric illnesses on QRI compared to cardio-metabolic illness. Our findings suggest that subjects with SMI should be among the targets for interventions to protect against age-related cognitive decline.
Ryan, Meghann C.; Hong, L Elliot; Hatch, Kathryn S.; Gao, Si; Chen, Shuo; Haerian, Krystl; Wang, Jingtao; Goldwaser, Eric L.; Du, Xiaoming; Adhikari, Bhim M.; Bruce, Heather; Hare, Stephanie; Kvarta, Mark D.; Jahanshad, Neda; Nichols, Thomas E.; Thompson, Paul M.; and Kochunov, Peter, "The additive impact of cardio-metabolic disorders and psychiatric illnesses on accelerated brain aging" (2022). GW Authored Works. Paper 279.
Clinical Research and Leadership