A Four Marker Digital PCR Toolkit for Detecting Heavy Alcohol Consumption and the Effectiveness of Its Treatment

Robert Philibert1,2, Shelly Miller1, Amanda Noel1

  • 1Behavioral Diagnostics LLC, Coralville, IA, USA.

Insights

New digital PCR assays can detect heavy alcohol consumption (HAC) and monitor treatment response. Methylation markers show promise for clinical use in substance use disorder treatment and wellness programs.

Area of Science:

  • Biomarkers
  • Genetics
  • Forensic Medicine

Background:

  • Heavy alcohol consumption (HAC) presents challenges for forensic, medical, and insurance sectors.
  • Current clinical tools for detecting HAC and monitoring treatment are limited.
  • Previous research indicated methylation-sensitive digital PCR assays (MSdPCR) show potential for HAC classification.

Purpose of the Study:

  • To expand on previous findings by validating MSdPCR assays in a larger cohort.
  • To assess the utility of MSdPCR for detecting current heavy alcohol consumption.
  • To evaluate the potential of MSdPCR for monitoring alcohol treatment response.

Main Methods:

  • Utilized data and biomaterials from 143 participants with current HAC and 200 abstinent controls.
  • Developed and validated a set of 4 digital PCR (dPCR) assays.
  • Analyzed methylation status changes at specific loci (e.g., cg04987734) during enforced abstinence.

Main Results:

  • The 4 dPCR assays achieved an ROC AUC of 0.96 for detecting HAC.
  • Methylation at cg04987734 reverted to baseline values after approximately 21 days of inpatient abstinence.
  • This reversion pattern was also observed in a smaller prior study associated with treatment-induced abstinence.

Conclusions:

  • Clinically implementable dPCR tools can effectively detect HAC.
  • These dPCR assays show promise for monitoring the effectiveness of alcohol treatment.
  • Potential applications include substance use disorder treatment, employee wellness programs, and insurance underwriting.

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