Related Experiment Video
Updated: Jun 4, 2026

Investigating Drivers of Antireward in Addiction Behavior with Anatomically Specific Single-Cell Gene Expression Methods
Published on: August 4, 2022
Empirically derived subtypes of opioid use and related behaviors
Grace Chan1, Joel Gelernter, David Oslin
1Department of Psychiatry, University of Connecticut School of Medicine, Farmington, CT, USA.
Aims:
To identify and validate homogeneous subtypes of opioid use and related behaviors.
Design:
Family-based and case-control genetic studies of opioid and/or cocaine dependence.
Settings:
Clinical and general community samples from Connecticut, Massachusetts, Pennsylvania and South Carolina.
Participants:
A total of 4061 individuals (2003 individuals from 835 families and 2058 unrelated individuals) recruited to participate in genetic studies.
Measurements:
The computer-assisted Semi-Structured Assessment for Drug Dependence and Alcoholism (SSADDA) was used to assess participants' demographics, medical history, substance use behaviors and disorders and other psychiatric disorders.
Findings:
Five homogeneous subtypes were identified, which differed on opioid-related measures, demographics and prevalence rates of substance use and psychiatric disorders. Heritability estimates for the two most severely affected subtypes exceeded 0.60.
Conclusions:
An empirical approach based on opioid use and related behaviors can yield homogeneous subtypes that could be of value in gene finding for opioid dependence.
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