Evidence map›Paper›PMID 40381141›Full record

SynthesisMetabolomics : Official journal of the Metabolomic Society2025

A narrative review of metabolomics approaches in identifying biomarkers of doxorubicin-induced cardiotoxicity.

Amarnath Singh, Maham Bakhtyar, Se-Ran Jun, Marjan Boerma, Renny S Lan, L Joseph Su, Sam Makhoul, Ping-Ching Hsu

Abstract readSystematic Review
In one paragraph

Synthesis in Metabolomics : Official journal of the Metabolomic Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Article
  2. Review
  3. Metabolic phenotypes of doxorubicin-induced cardiotoxicity among patients with breast cancer.Metabolomics : Official journal of the Metabolomic Society · 2026
    Article
  4. Review
  5. Article
  6. Article
  7. Review
  8. Article
  9. 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

8 authors.

Amarnath SinghDepartment of Environmental Health Sciences, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, USA.
Maham BakhtyarDepartment of Internal Medicine, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, USA.
Se-Ran JunDepartment of Biomedical Informatics, University of Arkansas for Medical Sciences, Little Rock, AR, USA.
Marjan BoermaDepartment of Pharmaceutical Sciences, University of Arkansas for Medical Sciences, Little Rock, AR, USA.
Renny S LanDepartment of Pediatrics, College of Medicine, University of Arkansas for Medical Sciences, Little Rock, AR, USA.
L Joseph SuPeter O'Donnell Jr. School of Public Health, UT Southwestern Medical Center, Dallas, TX, USA.
Sam MakhoulCARTI Research Department, Little Rock, AR, USA.
Ping-Ching HsuDepartment of Environmental Health Sciences, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, USA. PHsu@uams.edu.ORCID http://orcid.org/0000-0002-1749-0662

Funding

The Role o f Tetrahydrobiopterin (BH4) Bioavailability in Radiation-induced Skin InjuryP20GM109005 · NIGMS · UNIV OF ARKANSAS FOR MED SCIS · PI BOERMA, MARJAN · 2015 to 2024
$21.1M
NIGMS NIH HHS P20 GM109005
6 · The paper itself

Abstract

backgroundWhile anthracyclines, commonly used in cancer treatment, are well known to cause cardiotoxicity, no validated biomarkers currently exist that can predict the early development of doxorubicin-induced cardiotoxicity (DIC). Therefore, identifying early biomarkers of DIC is urgently needed. Metabolomics approaches have been used to elucidate this relationship and identified related metabolite markers. However, differences in pre-clinical model systems make it challenging to draw definitive conclusions from the discoveries and translate findings into clinical applications. AIM OF REVIEW: A systematic literature search on metabolomics studies of DIC was conducted with the goal to identify and compare study results reported using in vitro models, animal models, and studies from clinical patients. Metabolites identified across all studies were pooled to uncover biologically meaningful patterns that are significantly enriched in the data. Finally, pooled metabolites perturbed by DIC were mapped to metabolic pathways to explore potential pathological implications.

resultsWe reviewed 28 studies published between 2000 and 2024 that utilized metabolomics approaches to investigate DIC. The included studies used a variety of analytical techniques, including LC-MS, GC-MS, and NMR. The analysis revealed that metabolites such as inosine, phenylalanine, arginine, and tryptophan were commonly perturbed across all study models, with carnitine metabolism and purine and pyrimidine metabolism being the most affected pathways. Metabolite Set Enrichment Analysis (MSEA) using MetaboAnalyst identified the arginine biosynthesis, citrate cycle, and alanine, aspartate, and glutamate metabolism pathways as significantly enriched.

conclusionThese findings underscore the potential of metabolomics in identifying early biomarkers for DIC, providing a foundation for future studies aimed at preventing cardiotoxicity and improving treatment strategies for cancer patients receiving DOX-containing therapies. KEY SCIENTIFIC CONCEPTS OF REVIEW: Altogether, metabolomics studies suggest metabolic alterations in DIC, albeit little overlap between studies especially with animal and human studies. Attempts at intercepting these pathways have shown that intervention in DIC may be possible. Future research should focus on developing precise cardiotoxicity models that incorporate cancer metabolism, as these will be crucial in bridging the gap between laboratories (in vitro and animal models) and clinical studies to identify subclinical biomarkers in the early stage of DIC that can effectively identify new targets for interventions to reduce lethal cardiovascular disease risk.

Indexed as

BiomarkersCardiotoxicityDoxorubicinMetabolomicsAnimalsAntibiotics, AntineoplasticHumansAntibiotics, AntineoplasticBiomarkersDoxorubicinCardiotoxicityDoxorubicinMetabolomics

Identifiers

PMID40381141
PMCPMC12085340

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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.