Evidence map›Paper›PMID 39470415›Full record

ArticlePharmacogenetics and genomics2025

Polygenic risk score for drug-induced long QT syndrome: independent validation in a real-world patient cohort.

Ana I Lopez-Medina, Alessandra M Campos-Staffico, Choudhary Anwar A Chahal, Juliet P Jacoby, Isabella Volkers, Omer Berenfeld, Jasmine A Luzum

Abstract read
In one paragraph

Article in Pharmacogenetics and genomics, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

4 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Review
  4. Review
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

7 authors.

Ana I Lopez-MedinaDepartment of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, Michigan.
Alessandra M Campos-StafficoDepartment of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, Michigan.
Choudhary Anwar A ChahalCenter for Inherited Cardiovascular Diseases, WellSpan Health, Lancaster, Pennsylvania.
Juliet P JacobyDepartment of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, Michigan.
Isabella VolkersDepartment of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, Michigan.
Omer BerenfeldCenter for Arrhythmia Research, Departments of Internal Medicine - Cardiology, Biomedical Engineering, and Applied Physics, University of Michigan, Ann Arbor, Michigan, USA.
Jasmine A LuzumDepartment of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, Michigan.

Funding

Electrical Activity Patterns in Onset and Cessation of Atrial FibrillationR01HL156961 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI BERENFELD, OMER · 2022 to 2025
$2.4M
CTSA Predoctoral T32 at the University of MichiganT32TR004371 · NCATS · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI VICKI L ELLINGROD, MICHAEL Allan HOLINSTAT · 2023 to 2026
$2.2M
Precision Medicine for Heart Failure: The Role of Genomics in the Efficacy and Racial Disparity of Cornerstone PharmacotherapyK08HL146990 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI LUZUM, JASMINE A · 2019 to 2023
$772k
Extracorporeal and Endoscopic SWIR Mapping of Dynamic Muscle FunctionR21EB032661 · NIBIB · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI ANUMONWO, JUSTUS M, BERENFELD, OMER · 2022 to 2023
$401k
Hyperspectral Mapping of Cardiac Excitation and Contraction DynamicsR21HL153694 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI ANUMONWO, JUSTUS M, BERENFELD, OMER · 2020 to 2021
$401k
Addressing the Racial Disparity of Angiotensin Inhibitor Benefit in HFrEF Hospitalizations: Distinguishing Genomic and Social FactorsF31HL167561 · NHLBI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI LITTLETON, SHANA DENISE · 2023 to 2024
$82k
Department of Defense W81XWH-18-2-0038NCATS NIH HHS T32 TR004371NHLBI NIH HHS F31 HL167561NHLBI NIH HHS K08 HL146990NHLBI NIH HHS R01 HL156961NHLBI NIH HHS R21 HL153694NIBIB NIH HHS R21 EB032661
6 · The paper itself

Abstract

objectiveDrug-induced long QT syndrome (diLQTS) is an adverse reaction from over 150 FDA-approved medications, posing the risk of triggering torsades de pointes and sudden death. While common genetic variants may modestly impact QT interval individually, their collective effect can significantly amplify risk of diLQTS. Consequently, this study aimed to validate a polygenic risk score (PRS) for diLQTS previously proposed by Strauss et al .

methodsA retrospective cohort study was conducted utilizing patients from the Michigan Genomics Initiative prescribed 27 high-risk QT-prolonging drugs and an ECG during the prescription. The primary outcome was marked prolongation of the QTc interval (either >60 ms change from baseline or >500 ms absolute value) during treatment with a high-risk QT-prolonging drug.

resultsThe primary outcome occurred in 12.0% of n  = 6070 self-reported White, 12.4% of 558 African American, and 8.2% of 110 Asian patients. The PRS significantly associated with diLQTS in White patients [adjusted odds ratio = 1.44 (95% CI: 1.09-1.89); P  = 0.009]. However the study lacked sufficient statistical power to confirm the PRS as a risk factor in African Americans [adjusted odds ratio = 2.18 (95% CI: 0.98-5.49); P  = 0.073] and Asians [adjusted odds ratio = 3.21 (95% CI: 0.69-16.87); P  = 0.139] due to smaller sample sizes in these groups.

conclusionThe previously published PRS for diLQTS was validated in a large, real-world cohort, demonstrating its potential as a tool for identifying high-risk patients. Incorporating this PRS into routine clinical practice could enable proactive measures to prevent life-threatening diLQTS.

Indexed as

Long QT SyndromeMultifactorial InheritanceAdultAgedCohort StudiesElectrocardiographyFemaleGenetic Risk ScoreHumansMaleMiddle AgedRetrospective StudiesRisk Factors

Identifiers

PMID39470415
PMCPMC11543509

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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.