Specificity in genetic and environmental risk for prescription opioid misuse and heroin use.
Psychological Medicine 2023 March 23
BACKGROUND: Many studies aggregate prescription opioid misuse (POM) and heroin use into a single phenotype, but emerging evidence suggests that their genetic and environmental influences may be partially distinct.
METHODS: In total, 7164 individual twins (84.12% complete pairs; 59.81% female; mean age = 30.58 years) from the Australian Twin Registry reported their lifetime misuse of prescription opioids, stimulants, and sedatives, and lifetime use of heroin, cannabis, cocaine/crack, illicit stimulants, hallucinogens, inhalants, solvents, and dissociatives via telephone interview. Independent pathway models (IPMs) and common pathway models (CPMs) partitioned the variance of drug use phenotypes into general and drug-specific genetic ( a ), common environmental ( c ), and unique environmental factors ( e ).
RESULTS: An IPM with one general a and one general e factor and a one-factor CPM provided comparable fit to the data. General factors accounted for 55% ( a = 14%, e = 41%) and 79% ( a = 64%, e = 15%) of the respective variation in POM and heroin use in the IPM, and 25% ( a = 12%, c = 8%, e = 5%) and 80% ( a = 38%, c = 27%, e = 15%) of the respective variation in POM and heroin use in the CPM. Across both models, POM emerged with substantial drug-specific genetic influence (26-39% of total phenotypic variance; 69-74% of genetic variance); heroin use did not (0% of total phenotypic variance; 0% of genetic variance in both models). Prescription sedative misuse also demonstrated significant drug-specific genetic variance.
CONCLUSIONS: Genetic variation in POM, but not heroin use, is predominantly drug-specific. Misuse of prescription medications that reduce experiences of subjective distress may be partially influenced by sources of genetic variation separate from illicit drug use.
METHODS: In total, 7164 individual twins (84.12% complete pairs; 59.81% female; mean age = 30.58 years) from the Australian Twin Registry reported their lifetime misuse of prescription opioids, stimulants, and sedatives, and lifetime use of heroin, cannabis, cocaine/crack, illicit stimulants, hallucinogens, inhalants, solvents, and dissociatives via telephone interview. Independent pathway models (IPMs) and common pathway models (CPMs) partitioned the variance of drug use phenotypes into general and drug-specific genetic ( a ), common environmental ( c ), and unique environmental factors ( e ).
RESULTS: An IPM with one general a and one general e factor and a one-factor CPM provided comparable fit to the data. General factors accounted for 55% ( a = 14%, e = 41%) and 79% ( a = 64%, e = 15%) of the respective variation in POM and heroin use in the IPM, and 25% ( a = 12%, c = 8%, e = 5%) and 80% ( a = 38%, c = 27%, e = 15%) of the respective variation in POM and heroin use in the CPM. Across both models, POM emerged with substantial drug-specific genetic influence (26-39% of total phenotypic variance; 69-74% of genetic variance); heroin use did not (0% of total phenotypic variance; 0% of genetic variance in both models). Prescription sedative misuse also demonstrated significant drug-specific genetic variance.
CONCLUSIONS: Genetic variation in POM, but not heroin use, is predominantly drug-specific. Misuse of prescription medications that reduce experiences of subjective distress may be partially influenced by sources of genetic variation separate from illicit drug use.
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