Evidence map›Paper›PMID 34107285›Full record

ArticleToxicology2021

Impacts of diphenylamine NSAID halogenation on bioactivation risks.

Mary Alexandra Schleiff, Sasin Payakachat, Benjamin Mark Schleiff, S Joshua Swamidass, Gunnar Boysen, Grover Paul Miller

Open access · greenAbstract read
In one paragraph

Article in Toxicology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
0.9field-weighted citation impact, top 27% 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

5 citing papers in PubMed, 8 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Active Compounds inInternational journal of molecular sciences · 2022
    Article
  5. 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

6 authors at 3 institutions in 1 country.

Mary Alexandra SchleiffDepartment of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States.
Sasin PayakachatCollege of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States.
Benjamin Mark SchleiffIndependent Researcher, United States.
S Joshua SwamidassDepartment of Pathology and Immunology, Washington University, St. Louis, MO 63130, United States.
Gunnar BoysenDepartment of Environmental and Occupational Health, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States.
Grover Paul MillerDepartment of Biochemistry and Molecular Biology, University of Arkansas for Medical Sciences, Little Rock, AR 72205, United States. Electronic address: grovermillerp@uams.edu.
University of Arkansas for Medical Sciences · USFilm Independent · USWashington University in St. Louis · US

Funding

HIGH PERFORMANCE BIOMEDICAL IMAGING COMPUTER RESOURCESS10RR022984 · NCRR · WASHINGTON UNIVERSITY · PI PRIOR, FRED WILLIAM · 2009 to 2009
$1.9M
Systematic Discovery of Bioactivation-Associated Structural AlertsR01GM140635 · NIGMS · WASHINGTON UNIVERSITY · PI MILLER, GROVER P, SWAMIDASS, SANJAY JOSHUA · 2020 to 2023
$1.5M
DATA AND TOOLS FOR MODELING METABOLISM AND REACTIVITYR01LM012222 · NLM · WASHINGTON UNIVERSITY · PI MILLER, GROVER P, SWAMIDASS, SANJAY JOSHUA · 2016 to 2019
$1.5M
Systems Pharmacology and Toxicology Training ProgramT32GM106999 · NIGMS · UNIV OF ARKANSAS FOR MED SCIS · PI PRATHER, PAUL L · 2013 to 2022
$1.4M
Computationally modeling the impact of ontogeny on drug metabolic fateR01LM012482 · NLM · UNIV OF ARKANSAS FOR MED SCIS · PI MILLER, GROVER P, SWAMIDASS, SANJAY JOSHUA · 2016 to 2019
$1.3M
GPU COMPUTING RESOURCE TO ENABLE INNOVATION IN IMAGING AND NETWORK BIOLOGYS10OD018091 · OD · WASHINGTON UNIVERSITY · PI PAPPU, ROHIT V, PRIOR, FRED WILLIAM · 2014 to 2014
$598k
NCRR NIH HHS S10 RR022984NIGMS NIH HHS R01 GM140635NIGMS NIH HHS T32 GM106999NIH HHS S10 OD018091NLM NIH HHS R01 LM012222NLM NIH HHS R01 LM012482
6 · The paper itself

Abstract

Diphenylamine NSAIDs are highly prescribed therapeutics for chronic pain despite causing symptomatic hepatotoxicity through mitochondrial damage in five percent of patients taking them. Differences in toxicity are attributed to structural modifications to the diphenylamine scaffold rather than its inherent toxicity. We hypothesize that marketed diphenylamine NSAID substituents affect preference and efficiency of bioactivation pathways and clearance. We parsed the FDA DILIrank hepatotoxicity database and modeled marketed drug bioactivation into quinone-species metabolites to identify a family of seven clinically relevant diphenylamine NSAIDs. These drugs fell into two subgroups, i.e., acetic acid and propionic acid diphenylamines, varying in hepatotoxicity risks and modeled bioactivation propensities. We carried out steady-state kinetic studies to assess bioactivation pathways by trapping quinone-species metabolites with dansyl glutathione. Analysis of the glutathione adducts by mass spectrometry characterized structures while dansyl fluorescence provided quantitative yields for their formation. Resulting kinetics identified four possible bioactivation pathways among the drugs, but reaction preference and efficiency depended upon structural modifications to the diphenylamine scaffold. Strikingly, diphenylamine dihalogenation promotes formation of quinone metabolites through four distinct metabolic pathways with high efficiency, whereas those without aromatic halogen atoms were metabolized less efficiently through two or fewer metabolic pathways. Overall metabolism of the drugs was comparable with bioactivation accounting for 4-13% of clearance. Lastly, we calculated daily bioload exposure of quinone-species metabolites based on bioactivation efficiency, bioavailability, and maximal daily dose. The results revealed stratification into the two subgroups; propionic acid diphenylamines had an average four-fold greater daily bioload compared to acetic acid diphenylamines. However, the lack of sufficient study on the hepatotoxicity for all drugs prevents further correlative analyses. These findings provide critical insights on the impact of diphenylamine bioactivation as a precursor to hepatotoxicity and thus, provide a foundation for better risk assessment in drug discovery and development.

Indexed as

Acetic AcidActivation, MetabolicAnimalsAnti-Inflammatory Agents, Non-SteroidalBiological AvailabilityChemical and Drug Induced Liver InjuryDatabases, FactualDiphenylamineGlutathioneHalogenationHumansKineticsMicrosomes, LiverPropionatesQuinonesAcetic AcidAnti-Inflammatory Agents, Non-SteroidalDiphenylamineGlutathionePropionatespropionic acidQuinonesBioactivationDiphenylamine NSAIDEliminationHepatotoxicityMetabolism

Identifiers

PMID34107285
PMCPMC8513111
OpenAlexW3166515700

What Socratic holds

Textmetadata
LicenceTDM
Read underepoch 390

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 Socratic graph.