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Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Risk of self-harm in first-diagnosed mental disorders: A 16-year territory-wide health-record database study in Hong
Heidi Ka Ying Lo1, Melody Hiu Ching Lai1, Rachel Yu Ki Chu1
1Department of Psychiatry, Li Ka Shing Faculty of Medicine, University of Hong Kong, Pokfulam, Hong Kong, China.
Abstract:
Mental disorders (MDs) are established risk factors for self-harm, yet disorder-, age-, and sex-specific risk estimates in population-representative samples are rarely studied. We conducted a territory-wide, population-based cohort study using Hong-Kong medical record database covering public hospitals, specialist and general outpatient clinics, identifying 322,922 people with a first-recorded diagnosis of any MDs and 888,031 primary-care controls without MDs (proxy general population) between 1-January-2006 and 31-December-2021. Outcomes were incident self-harm events. Cox proportional-hazards models estimated hazard ratios (HRs) adjusting for sex, age-group, physical-comorbidity, and calendar-year; incidence rates (IRs) and HRs by each diagnostic-group, age-group and sex were generated. Over 3031,600.9 person-years, the MD cohort had an IR of 60.2 per 1000 person-years (95%CI 59.5-61.0), with HR 10.59(10.31-10.89). Elevated self-harm risk was observed across all fourteen diagnostic-groups, highest for substance use disorders (SUD, 22.86[21.47-24.34]), followed by alcohol use disorders (AUD,14.59[13.49-15.79]), personality disorders (PD,7.81[5.60-10.89]), major depressive disorder (7.48[7.14-7.85]), eating disorders (6.56[4.07-10.58]), bipolar disorder (6.43[5.71-7.24]), attention deficit/hyperactivity disorder (ADHD,6.09[5.51-6.73]), schizophrenia (5.00[4.63-5.40]), autism-spectrum disorders (ASD, 4.88[4.35-5.48]), post-traumatic stress disorders (PTSD, 3.64[2.83-4.68]), dysthymia (3.43[3.12-3.78]), obsessive compulsive disorder (3.74[3.27-4.27]), anxiety disorders (2.26[2.09-2.44]), and organic mental disorders (2.01[1.84-2.19]). Further analyses identified substantially elevated risk of SUD (with their high standalone and compounding risk). Subgroup analyses showed the highest self-harm risks in youths (≤24 years), and female predominance across most MDs, notably in PTSD, PD, AUD, ASD and ADHD. Taken together, this territory-wide electronic-health-record study maps the transdiagnostic nature of self-harm across first-diagnosed MDs, and further research to confirm the special vigilance for the at-risk subgroups/diagnostic groups.
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