Evidence map›Paper›PMID 32214840›Full record

ArticlePharmacogenomics and personalized medicine2020

Sex Differences in Associations Between CYP2D6 Phenotypes and Response to Opioid Analgesics.

Guilherme S Lopes, Suzette J Bielinski, Ann M Moyer, John Logan Black Iii, Debra J Jacobson, Ruoxiang Jiang, Nicholas B Larson, Jennifer L St Sauver

Open access · goldAbstract read
In one paragraph

Article in Pharmacogenomics and personalized medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.

0numbers the graph read from it
0cells of the map it votes in
26citing papers in PubMed
3.5field-weighted citation impact, top 7% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

26 citing papers in PubMed, 35 citations in OpenAlex.

  1. Trial
  2. A hybrid implementation-effectiveness randomized trial of CYP2D6-guided postoperative pain management.Genetics in medicine : official journal of the American College of Medical Genetics · 2021
    Trial
  3. Article
  4. Article
  5. Review
  6. Role of Pharmacogenetics on Tramadol Pharmacokinetics: A Population Pharmacokinetic Model.European journal of drug metabolism and pharmacokinetics · 2026
    Article
  7. Article
  8. Reliable variability in subjective responses to parenteral hydromorphone administration: empirical confirmation of an opioid non-responder phenotype.Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology · 2026
    Article
  9. Review
  10. Review
  11. Article
  12. Article
  13. Review
  14. Pharmaceuticals (Basel, Switzerland) · 2023
    Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Tramadol Use in Perioperative Care and Current Controversies.Current pain and headache reports · 2022
    Review
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 2 institutions in 1 country.

Guilherme S LopesDivision of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA.ORCID 0000-0003-2923-2721
Suzette J BielinskiDivision of Epidemiology, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA.
Ann M MoyerDivision of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.ORCID 0000-0003-2590-7218
John Logan Black IiiDivision of Laboratory Genetics and Genomics, Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, MN, USA.
Debra J JacobsonDivision of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA.
Ruoxiang JiangDivision of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA.
Nicholas B LarsonDivision of Biomedical Statistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA.ORCID 0000-0002-3468-4215
Jennifer L St SauverDivision of Epidemiology, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA.
Mayo Clinic in Florida · USMayo Clinic · US

Funding

Genomic Basis of Susceptibility to COVID-19 Infection and its ComplicationsU01HG006379 · NHGRI · MAYO CLINIC ROCHESTER · PI Richard R. Sharp · 2011 to 2026
$16.5M
Pharmacogenetics of Phase II Drug Metabolizing EnzymesU19GM061388 · NIGMS · MAYO CLINIC ROCHESTER · PI WANG, LIEWEI, WEINSHILBOUM, RICHARD M. · 2010 to 2014
$15.8M
Rochester Epidemiology ProjectR01AG034676 · NIA · MAYO CLINIC ROCHESTER · PI ROCCA, WALTER A, ST SAUVER, JENNIFER LYNN · 2010 to 2019
$9.5M
Sex-Specific Effects of Endocrine Disruption on Aging and Alzheimer's DiseaseU54AG044170 · NIA · MAYO CLINIC ROCHESTER · PI KAPOOR, EKTA · 2018 to 2022
$7.7M
INHERITED VARIATIONS IN DRUG-METABOLIZING ENZYMESR01GM028157 · NIGMS · MAYO CLINIC ROCHESTER · PI WEINSHILBOUM, RICHARD M. · 1985 to 2019
$6.9M
Pharmacogenomics of Breast Cancer Adjuvant ChemotherapyU01HG005137 · NHGRI · MAYO CLINIC ROCHESTER · PI WEINSHILBOUM, RICHARD M. · 2009 to 2011
$2.1M
Pharmacogenomic regulation of CYP transcription by TSPYL genesR01GM125633 · NIGMS · MAYO CLINIC ROCHESTER · PI WANG, LIEWEI · 2018 to 2021
$1.2M
NHGRI NIH HHS U01 HG005137NHGRI NIH HHS U01 HG006379NIA NIH HHS R01 AG034676NIA NIH HHS U54 AG044170NIGMS NIH HHS R01 GM028157NIGMS NIH HHS R01 GM125633NIGMS NIH HHS U19 GM061388
6 · The paper itself

Abstract

backgroundSeveral small studies have previously investigated associations between the cytochrome P450 2D6 (CYP2D6) metabolism and response to opioids. We used a large sample of patients to study associations between CYP2D6 phenotypes and estimated CYP2D6 enzymatic activity scores with pain control and adverse reactions related to codeine and tramadol use. We conducted additional analyses to determine whether our results were consistent among men and women.

methodsWe used data from 2,877 participants in the RIGHT Protocol who were prescribed codeine and/or tramadol between 01/01/2005 and 12/31/2017 and who were not prescribed CYP2D6 inhibitors within 1 year prior to the opioid prescription. CYP2D6 phenotype categories were condensed into four groups: (1) Ultra-rapid and Rapid (n = 61), (2) Normal and Intermediate to Normal (n = 1,448), (3) Intermediate and Intermediate to Poor (n = 1,175), and (4) Poor metabolizer status (n = 193). Opioid-related outcomes included indications of poor pain control or adverse reactions related to medication use. We modeled the risk of each outcome using logistic regression, adjusting for age, sex, race, and ethnicity.

resultsThe results revealed a trend from poor to ultra-rapid and rapid CYP2D6 phenotypes in which the risk of adverse reactions incrementally increased and the risk of poor pain control incrementally decreased. This trend reached statistical significance among female (but not male) participants. Among normal and intermediate to normal metabolizers, a larger proportion of women experienced adverse reactions relative to men. DISCUSSION: We replicated and extended the findings of previous research indicating associations between CYP2D6 phenotypes and response to opioids. In addition, the observed associations were stronger in women than in men. We recommend sex differences to be factored in future research investigating associations between pharmacogenomics and response to medications.

Indexed as

codeineCYP2D6opioidspharmacogenomicssex differencestramadol

Identifiers

PMID32214840
PMCPMC7081062
OpenAlexW3011773983

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.