Related Experiment Video
Updated: Jul 14, 2025

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Association Between Psychiatric Polygenic Scores, Healthcare Utilization and Comorbidity Burden
H Lester Kirchner1, Daniel Rocha2, Richard K Linner3
1Department of Population Health Sciences, Geisinger, Danville PA.
Purpose:
To estimate the association of psychiatric polygenic scores with healthcare utilization and comorbidity burden.
Methods:
Observational cohort study (N = 118,882) of adolescent and adult biobank participants with linked electronic health records (EHRs) from three diverse study sites; (Massachusetts General Brigham, Vanderbilt University Medical Center, Geisinger). Polygenic scores (PGS) were derived from the largest available GWAS of major depressive depression, bipolar disorder, and schizophrenia at the time of analysis. Negative binomial regression models were used to estimate the association between each psychiatric PGS and healthcare utilization and comorbidity burden. Healthcare utilization was measured as frequency of emergency department (ED), inpatient (IP), and outpatient (OP) visits. Comorbidity burden was defined by the Elixhauser Comorbidity Index and the Charlson Comorbidity Index.
Results:
Participants had a median follow-up duration of 12 years in the EHR. Individuals in the top decile of polygenic score for major depressive disorder had significantly more ED visits (RR=1.22, 95% CI; 1.17, 1.29) compared to those the lowest decile. Increases were also observed with IP and comorbidity burden. Among those diagnosed with depression and in the highest decile of the PGS, there was an increase in all utilization types (ED: RR=1.56, 95% CI 1.41, 1.72; OP: RR=1.16, 95% CI 1.08, 1.24; IP: RR=1.23, 95% CI 1.12, 1.36) post-diagnosis. No clinically significant results were observed with bipolar and schizophrenia polygenic scores.
Conclusions:
Polygenic score for depression is modestly associated with increased healthcare resource utilization and comorbidity burden, in the absence of diagnosis. Following a diagnosis of depression, the PGS was associated with further increases in healthcare utilization. These findings suggest that depression genetic risk is associated with utilization and burden of chronic disease in real-world settings.
More Related Videos
Related Concept Videos
Human Genetics
The complex relationship between genetics and psychology is observable through common biological components such...
Diagnostic and Statistical Manual of Mental Disorders (DSM)
Polygenic Traits
Genome-wide Association Studies-GWAS
GWAS does not require the identification of the target gene involved in...
Psychological and Sociocultural Causes of Schizophrenia
Bulimia Nervosa

