Evidence map›Paper›PMID 39662972›Full record

ArticlePharmacoepidemiology and drug safety2024

Hepatotoxicity Score: A New Method to Adjust for Use of Potentially Hepatotoxic Medications by Chronic Liver Disease Status.

Vincent Lo Re, Craig W Newcomb, Dean M Carbonari, Alyssa K Mezochow, Sean Hennessy, Christopher T Rentsch, Lesley S Park, Janet P Tate, Norbert Bräu, Debika Bhattacharya and 7 more

Abstract read
In one paragraph

Article in Pharmacoepidemiology and drug safety, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

17 authors.

Vincent Lo ReDivision of Infectious Diseases, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.ORCID 0000-0001-7955-0600
Craig W NewcombDepartment of Biostatistics, Epidemiology, and Informatics, Center for Clinical Epidemiology and Biostatistics, Center for Real-World Effectiveness and Safety of Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Dean M CarbonariDepartment of Biostatistics, Epidemiology, and Informatics, Center for Clinical Epidemiology and Biostatistics, Center for Real-World Effectiveness and Safety of Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.ORCID 0000-0003-0310-270X
Alyssa K MezochowDivision of Infectious Diseases, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Sean HennessyDepartment of Biostatistics, Epidemiology, and Informatics, Center for Clinical Epidemiology and Biostatistics, Center for Real-World Effectiveness and Safety of Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Christopher T RentschDepartment of Non-Communicable Disease Epidemiology, London School of Hygiene & Tropical Medicine, London, UK.ORCID 0000-0002-1408-7907
Lesley S ParkDepartment of Epidemiology and Population Health, Stanford University School of Medicine, Stanford, California, USA.
Janet P TateUS Department of Veterans Affairs, VA Connecticut Healthcare System, West Haven, Connecticut, USA.
Norbert BräuJames J. Peters VA Medical Center, Bronx, New York, USA.
Debika BhattacharyaVA Greater Los Angeles Healthcare System and David Geffen School of Medicine at UCLA, Los Angeles, California, USA.
Joseph K LimUS Department of Veterans Affairs, VA Connecticut Healthcare System, West Haven, Connecticut, USA.
Catherine MezzacappaUS Department of Veterans Affairs, VA Connecticut Healthcare System, West Haven, Connecticut, USA.
Basile NjeiUS Department of Veterans Affairs, VA Connecticut Healthcare System, West Haven, Connecticut, USA.
Jason A RoyDepartment of Biostatistics, Rutgers University School of Public Health, New Brunswick, New Jersey, USA.ORCID 0000-0001-5178-4210
Tamar H TaddeiUS Department of Veterans Affairs, VA Connecticut Healthcare System, West Haven, Connecticut, USA.
Amy C JusticeUS Department of Veterans Affairs, VA Connecticut Healthcare System, West Haven, Connecticut, USA.
Jessie TorgersenDivision of Infectious Diseases, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.ORCID 0000-0002-7861-1421

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Alcohol Associated Outcomes Among HIV+/-Aging VeteransU01AA013566 · NIAAA · YALE UNIVERSITY · PI JUSTICE, AMY CAROLINE · 2002 to 2005
$10.1M
Alcohol and Multisubstance Use in the Veterans Aging Cohort StudyU01AA020790 · NIAAA · YALE UNIVERSITY · PI JUSTICE, AMY CAROLINE · 2011 to 2020
$7.7M
Infectious Diseases Epidemiology Training GrantT32AI055435 · NIAID · UNIVERSITY OF PENNSYLVANIA · PI LAUTENBACH, EBBING · 2003 to 2023
$6.9M
The HIV and Alcohol Research center focused on Polypharmacy (HARP)P01AA029545 · NIAAA · YALE UNIVERSITY · PI HSIEH, EVELYN · 2021 to 2025
$6.3M
Sex Disparities in Overall Response to ART Among HIV Infected IndividualsU24AA020794 · NIAAA · YALE UNIVERSITY · PI JUSTICE, AMY CAROLINE · 2011 to 2020
$5.5M
Translational Research on Alcohol, Immunodeficiency, and Aging In COMpAAASU24AA022001 · NIAAA · YALE UNIVERSITY · PI BRANDT, CYNTHIA A. · 2012 to 2020
$3.2M
(PQ4)HIV and Aging Mechanisms for Hepatocellular CancerR01CA206465 · NCI · YALE UNIVERSITY · PI JUSTICE, AMY CAROLINE, LO RE, VINCENT · 2016 to 2020
$2.5M
Use of Deep Learning Algorithms to Enable Evaluation of the Determinants and Outcomes of Hepatic Steatosis, by HIV StatusK08DK132977 · NIDDK · UNIVERSITY OF PENNSYLVANIA · PI Jessie Torgersen · 2022 to 2026
$840k
National Institute of Allergy and Infectious Diseases T32AI055435NCATS NIH HHS UL1 TR001863NCI NIH HHS R01 CA206465NCI NIH HHS R01CA206465NIAAA NIH HHS P01 AA029545NIAAA NIH HHS U01 AA013566NIAAA NIH HHS U01AA013566NIAAA NIH HHS U01 AA020790NIAAA NIH HHS U01AA020790NIAAA NIH HHS U24 AA020794NIAAA NIH HHS U24AA020794NIAAA NIH HHS U24 AA022001NIAAA NIH HHS U24AA022001NIAID NIH HHS T32 AI055435NIDDK NIH HHS K08 DK132977NIDDK NIH HHS K08DK132977
6 · The paper itself

Abstract

backgroundStudies evaluating the hepatic safety of medications have been limited by the inability to control for confounding from receipt of other hepatotoxic drugs.

objectiveThe objective of this study was to develop an index (Hepatotoxicity Score) to adjust for concomitant hepatotoxic medication exposure within pharmacoepidemiology studies.

methodsWe identified 193 medications with ≥ 4 reports of hepatotoxicity and created cohorts of outpatient initiators in the Veterans Health Administration (2000-2021). Exposure occurred from initiation through 30 days after discontinuation or up to 1 year. We measured age-/sex-adjusted rates of hospitalization for severe acute liver injury (ALI) by chronic liver disease (CLD), identified drugs with high rates, and used these rates as weights in the score. To demonstrate real-world use, we calculated the score for proton pump inhibitor (PPI) initiators. We summed the weights of the drugs dispensed within 90 days prior to PPI initiation. Hazard ratios (HRs) of severe ALI (95% confidence intervals) were measured with and without adjustment for Hepatotoxicity Score.

resultsAmong 89 512 PPI initiators with CLD, HRs of severe ALI were higher for lansoprazole (HR = 2.17 [95% CI, 1.24-3.82]), but not pantoprazole (HR = 0.83 [95% CI, 0.61-1.13]), versus omeprazole. Adjustment for Hepatotoxicity Score attenuated HRs of lansoprazole (HR = 1.99 [95% CI, 1.13-3.50]). Among 2 462 414 PPI initiators without CLD, HRs were not significantly higher for lansoprazole (HR = 1.66 [95% CI, 0.99-2.77]) but were significantly lower for pantoprazole (HR = 0.59 [95% CI, 0.37-0.95]), versus omeprazole. Adjustment for Hepatotoxicity Score attenuated HRs of lansoprazole (HR = 1.52 [95% CI, 0.91-2.54]).

conclusionsThe Hepatotoxicity Score provides a tool to adjust for confounding due to concomitant hepatotoxic drug exposure within hepatic safety studies.

Indexed as

Chemical and Drug Induced Liver InjuryProton Pump InhibitorsAdultAgedChronic DiseaseCohort StudiesFemaleHospitalizationHumansLiver DiseasesMaleMiddle AgedPharmacoepidemiologyUnited StatesUnited States Department of Veterans AffairsProton Pump Inhibitorsacute liver injuryconfoundinghepatotoxicity

Identifiers

PMID39662972
PMCPMC11634562

What OpenQuestion holds

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Registered trials

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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.