Related Experiment Video
Updated: Jan 19, 2026

Candidate Gene Testing in Clinical Cohort Studies with Multiplexed Genotyping and Mass Spectrometry
Published on: June 21, 2018
Touchpoints - Opportunities to predict and prevent opioid overdose: A cohort study
Marc R Larochelle1, Ryan Bernstein1, Dana Bernson2
1Clinical Addiction Research and Education Unit, Section of General Internal Medicine, Department of Medicine, Boston University School of Medicine and Boston Medical Center, 801 Massachusetts Avenue, 2nd Floor, Boston, MA 02218, USA.
Identifying individuals at high risk of opioid overdose death is crucial. Critical encounters and opioid prescriptions serve as key touchpoints, potentially identifying over half of those who die from overdose.
Area of Science:
- Public Health
- Epidemiology
- Data Science
Background:
- Medical care, public health, and criminal justice encounters can identify individuals at high risk of fatal opioid overdose.
- The specific risks and potential for intervention at these touchpoints remain largely unknown.
Purpose of the Study:
- To determine the relative risk of opioid overdose death associated with specific prescription and encounter touchpoints.
- To quantify the proportion of opioid overdose deaths that could be averted by intervening at these identified touchpoints.
Main Methods:
- A retrospective cohort study using linked data from Massachusetts government agencies.
- Analysis of 6,717,390 person-years for residents aged 11+, identifying 1315 opioid overdose deaths.
- Calculation of Standardized Mortality Ratios (SMRs) and Population Attributable Fractions (PAFs) for opioid prescription and critical encounter touchpoints.
Main Results:
- Exposure to any touchpoint in the past 12 months was identified in 2.7% of person-months but accounted for 51.8% of opioid overdose deaths.
- Critical encounter touchpoints showed a significantly higher SMR (68.4) compared to opioid prescription touchpoints (12.6).
- Fatal opioid overdose Population Attributable Fractions were 0.19 for prescription touchpoints and 0.37 for critical encounter touchpoints.
Conclusions:
- Eight candidate touchpoints, including opioid prescriptions and critical encounters, are associated with increased risk of fatal opioid overdose.
- These touchpoints collectively identify over half of all opioid overdose decedents.
- The identified touchpoints represent promising targets for developing effective overdose prevention interventions.
Related Concept Videos
Opioid Analgesics: Synthetic and Semisynthetic Opioids
05:53Candidate Gene Testing in Clinical Cohort Studies with Multiplexed Genotyping and Mass Spectrometry
Opioid Receptors: Overview
16:02Demonstration of the Sequence Alignment to Predict Across Species Susceptibility Tool for Rapid Assessment of Protein Conservation
Opportunity Cost
In life, every decision involves trade-offs, where opting for one alternative means giving up another. For example, pursuing higher...
Acute Kidney Injury IV: Diagnostic Studies and Prevention
