Evidence map›Paper›PMID 40344875›Full record

ArticleEnvironment international2025

Simultaneous profiling of mercapturic acids, glucuronic acids, and sulfates in human urine.

Jin Y Chen, Saurin R Sutaria, Zhengzhi Xie, Manjiri Kulkarni, Rachel J Keith, Aruni Bhatnagar, Clara G Sears, Pawel Lorkiewicz, Sanjay Srivastava

Abstract read
In one paragraph

Article in Environment international, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. 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

9 authors.

Jin Y ChenChristina Lee Brown Envirome Institute, University of Louisville, Louisville, KY 40202, United States; Superfund Research Center, University of Louisville, Louisville, KY 40202, United States; American Heart Association-Tobacco Regulation and Addiction Center, University of Louisville, Louisville, KY 40202, United States; Division of Environmental Medicine, Department of Medicine, University of Louisville, Louisville, KY 40202, United States. Electronic address: jin.chen@louisville.edu.
Saurin R SutariaChristina Lee Brown Envirome Institute, University of Louisville, Louisville, KY 40202, United States; Superfund Research Center, University of Louisville, Louisville, KY 40202, United States; American Heart Association-Tobacco Regulation and Addiction Center, University of Louisville, Louisville, KY 40202, United States; Division of Environmental Medicine, Department of Medicine, University of Louisville, Louisville, KY 40202, United States; Bellarmine University, Louisville, KY 40205, United States. Electronic address: ssutaria@bellarmine.edu.
Zhengzhi XieChristina Lee Brown Envirome Institute, University of Louisville, Louisville, KY 40202, United States; Superfund Research Center, University of Louisville, Louisville, KY 40202, United States; American Heart Association-Tobacco Regulation and Addiction Center, University of Louisville, Louisville, KY 40202, United States; Division of Environmental Medicine, Department of Medicine, University of Louisville, Louisville, KY 40202, United States. Electronic address: zhengzhi.xie@louisville.edu.
Manjiri KulkarniChristina Lee Brown Envirome Institute, University of Louisville, Louisville, KY 40202, United States; Superfund Research Center, University of Louisville, Louisville, KY 40202, United States; American Heart Association-Tobacco Regulation and Addiction Center, University of Louisville, Louisville, KY 40202, United States; Division of Environmental Medicine, Department of Medicine, University of Louisville, Louisville, KY 40202, United States. Electronic address: shilpa.kulkarni@louisville.edu.
Rachel J KeithChristina Lee Brown Envirome Institute, University of Louisville, Louisville, KY 40202, United States; Superfund Research Center, University of Louisville, Louisville, KY 40202, United States; American Heart Association-Tobacco Regulation and Addiction Center, University of Louisville, Louisville, KY 40202, United States; Division of Environmental Medicine, Department of Medicine, University of Louisville, Louisville, KY 40202, United States. Electronic address: rachel.keith@louisville.edu.
Aruni BhatnagarChristina Lee Brown Envirome Institute, University of Louisville, Louisville, KY 40202, United States; Superfund Research Center, University of Louisville, Louisville, KY 40202, United States; American Heart Association-Tobacco Regulation and Addiction Center, University of Louisville, Louisville, KY 40202, United States; Division of Environmental Medicine, Department of Medicine, University of Louisville, Louisville, KY 40202, United States. Electronic address: aruni@louisville.edu.
Clara G SearsChristina Lee Brown Envirome Institute, University of Louisville, Louisville, KY 40202, United States; Superfund Research Center, University of Louisville, Louisville, KY 40202, United States; American Heart Association-Tobacco Regulation and Addiction Center, University of Louisville, Louisville, KY 40202, United States; Division of Environmental Medicine, Department of Medicine, University of Louisville, Louisville, KY 40202, United States. Electronic address: clara.sears@louisville.edu.
Pawel LorkiewiczChristina Lee Brown Envirome Institute, University of Louisville, Louisville, KY 40202, United States; Superfund Research Center, University of Louisville, Louisville, KY 40202, United States; American Heart Association-Tobacco Regulation and Addiction Center, University of Louisville, Louisville, KY 40202, United States; Division of Environmental Medicine, Department of Medicine, University of Louisville, Louisville, KY 40202, United States. Electronic address: pawel.lorkiewicz@louisville.edu.
Sanjay SrivastavaChristina Lee Brown Envirome Institute, University of Louisville, Louisville, KY 40202, United States; Superfund Research Center, University of Louisville, Louisville, KY 40202, United States; American Heart Association-Tobacco Regulation and Addiction Center, University of Louisville, Louisville, KY 40202, United States; Division of Environmental Medicine, Department of Medicine, University of Louisville, Louisville, KY 40202, United States. Electronic address: sanjay.srivastava@louisville.edu.

Funding

ConProject-006U54HL120163 · NHLBI · AMERICAN HEART ASSOCIATION · PI BHATNAGAR, ARUNI, ROBERTSON, ROSE MARIE · 2018 to 2022
$18.8M
Superfund Training CoreP42ES023716 · NIEHS · UNIVERSITY OF LOUISVILLE · PI SRIVASTAVA, SANJAY · 2017 to 2025
$18.1M
UOFL ENVIRONMENTAL HEALTH SCIENCES TRAINING PROGRAMT32ES011564 · NIEHS · UNIVERSITY OF LOUISVILLE · PI David W Hein, John Pierce Wise · 2004 to 2026
$7.1M
Urban Greenness and Cardiovascular HealthR01ES029846 · NIEHS · UNIVERSITY OF LOUISVILLE · PI Aruni Bhatnagar · 2018 to 2026
$6.2M
Vascular Toxicity of BenzeneR01ES033531 · NIEHS · UNIVERSITY OF LOUISVILLE · PI Sanjay Srivastava · 2024 to 2026
$2.0M
Bruker timsTOF Mass SpectrometerS10OD026840 · OD · UNIVERSITY OF LOUISVILLE · PI LORKIEWICZ, PAWEL K · 2020 to 2020
$598k
NHLBI NIH HHS U54 HL120163NIEHS NIH HHS P42 ES023716NIEHS NIH HHS R01 ES029846NIEHS NIH HHS R01 ES033531NIEHS NIH HHS T32 ES011564NIH HHS S10 OD026840
6 · The paper itself

Abstract

Humans are constantly exposed to both naturally-occurring and anthropogenic chemicals. Targeted mass spectrometry approaches are frequently used to measure a small panel of chemicals and their metabolites in environmental or biological matrices, but methods for comprehensive individual-level exposure assessment are limited. In this study, we applied an integrated library-guided analysis (ILGA) with ultraperformance liquid chromatography-quadrupole time-of-flight mass spectrometry (UPLC-QTOF/MS) to profile phase II metabolites, specifically mercapturic acids (MAs), glucuronic acids (GAs), and sulfates (SAs) in human urine samples (n = 844). We annotated 424 metabolites (146 MAs, 171 GAs, 107 SAs) by querying chromatographic features with in-house structural libraries, filtering against fragmentation patterns (common neutral loss and ion fragment), and comparing mass spectra with in-silico fragmentations and external spectral libraries. These metabolites were derived from over 200 putative parent compounds of exogenous and endogenous sources, such as dietary compounds, benzene/monocyclic substituted aromatics, pharmaceuticals, polycyclic aromatic hydrocarbons, bile acids/bile salts, and 4-hydroxyalkenals associated with lipid peroxidation process. Further, we performed statistical analyses on 214 metabolites found in more than 75% of samples to examine the association between metabolites and demographic characteristics using integrated network analysis, principal component analysis (PCA), and multivariable linear regression models. The network analysis revealed four distinct communities of 37 positively correlated metabolites, and the PCA (using the 37 metabolites) presented 4 principal components that meaningfully explained at least 80% of the variance in the data. The multivariable linear regression models showed some positive and negative associations between metabolite profiles and certain demographic variables (e.g., age, sex, race, education, income, and tobacco use).

Indexed as

AcetylcysteineSulfatesAdolescentAdultAgedEnvironmental ExposureFemaleHumansMaleMass SpectrometryMiddle AgedYoung AdultAcetylcysteineSulfatesEndobioticsGlucuronic acidsIntegrated Library-Guided AnalysisLC-HRMSMercapturic acidsSulfatesXenobiotics

Identifiers

PMID40344875
PMCPMC12090840

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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.