Evidence map›Paper›PMID 40829116›Full record

ArticleBlood advances2025

An analysis of diagnostic metabolomic profiles associated with hepatotoxicity during childhood ALL induction therapy.

Emily J Mason, Anna M Crain, Michael E Scheurer, Philip J Lupo, Karen R Rabin, Olga A Taylor, Marley Roberts, John P Woodhouse, Ashley Chavana, Kathleen Ludwig and 15 more

Abstract read
In one paragraph

Article in Blood advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Lipidomic profiles associated with treatment related hepatotoxicity in children with acute lymphoblastic leukemia.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Article
  2. 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

25 authors.

Emily J MasonDepartment of Pediatrics, Baylor College of Medicine, Houston, TX.ORCID 0000-0001-8120-2138
Anna M CrainDepartment of Pediatrics, Baylor College of Medicine, Houston, TX.
Michael E ScheurerDepartment of Pediatrics, Baylor College of Medicine, Houston, TX.
Philip J LupoDepartment of Pediatrics, Baylor College of Medicine, Houston, TX.ORCID 0000-0003-0978-5863
Karen R RabinDepartment of Pediatrics, Baylor College of Medicine, Houston, TX.ORCID 0000-0002-4081-8195
Olga A TaylorDepartment of Pediatrics, Baylor College of Medicine, Houston, TX.
Marley RobertsDepartment of Pediatrics, Baylor College of Medicine, Houston, TX.
John P WoodhouseDepartment of Pediatrics, Baylor College of Medicine, Houston, TX.
Ashley ChavanaDepartment of Pediatrics, Baylor College of Medicine, Houston, TX.ORCID 0009-0002-7986-601X
Kathleen LudwigDepartment of Pediatrics, UT Southwestern Medical Center, Dallas, TX.
Laura KlesseDepartment of Pediatrics, UT Southwestern Medical Center, Dallas, TX.ORCID 0000-0003-1323-7720
Kenneth HeymHematology and Oncology Center, Cook Children's Hospital, Fort Worth, TX.
Timothy GriffinDivision of Pediatric Hematology/Oncology, Children's Hospital of San Antonio, San Antonio, TX.
Rodrigo EranaDepartment of Cancer and Hematology Center, Texas Children's Hospital, Houston, TX.
Juan Carlos BerniniDepartment of Cancer and Hematology Center, Texas Children's Hospital, Houston, TX.
M Monica GramatgesDepartment of Pediatrics, Baylor College of Medicine, Houston, TX.
Joanna S YiDepartment of Pediatrics, Baylor College of Medicine, Houston, TX.ORCID 0000-0002-0914-8728
Sandi L PruittDepartment of Population and Data Sciences, Harold C. Simmons Comprehensive Cancer Center, Dallas, TX.ORCID 0000-0002-1007-9176
M Brooke BernhardtDepartment of Pharmacy and Pharmaceutical Sciences, St. Jude Children's Research Hospital, Memphis, TN.ORCID 0000-0002-9612-3624
Hong ZhuDivision of Biostatistics, University of Virginia School of Medicine, Charlottesville, VA.ORCID 0000-0001-8562-3351
Steven D MittelmanDepartment of Pediatric Endocrinology, University of California, Los Angeles, CA.ORCID 0000-0003-2867-1298
Van HuynhHyundai Cancer Instititue, Children's Hospital of Orange County, Orange, CA.
Etan OrgelCancer and Blood Disease Institute, Children's Hospital of Los Angeles, Los Angeles, CA.ORCID 0000-0002-1487-6818
Jeremy M SchrawDepartment of Pediatrics, Baylor College of Medicine, Houston, TX.
Austin L BrownDepartment of Pediatrics, Baylor College of Medicine, Houston, TX.ORCID 0000-0001-5802-5073

Funding

Survivorship and Access to care for Latinos to Understand and Address health outcome Differences (SALUD)UH3CA260607 · NCI · BAYLOR COLLEGE OF MEDICINE · PI Maria Monica Gramatges, LISA SCHUM KAHALLEY · 2023 to 2026
$6.3M
A Systems Epidemiology Approach for Predicting Methotrexate Neurotoxicity in Pediatric Acute LeukemiaR01CA272981 · NCI · BAYLOR COLLEGE OF MEDICINE · PI Austin L Brown, Avner Meoded · 2023 to 2026
$2.5M
NCI NIH HHS R01 CA272981NCI NIH HHS UH3 CA260607
6 · The paper itself

Abstract

abstractHepatotoxicity is a well-documented complication of induction chemotherapy for acute lymphoblastic leukemia (ALL), but our understanding of its biological mechanisms is limited. We identified 314 patients with ALL (aged 1-19 years) treated at Texas Children's Hospital (2008-2019) with diagnostic bone marrow plasma available for metabolomic profiling: 234 for discovery and 80 for replication. Hepatotoxicity during induction was defined as follows: (1) transaminitis: grade ≥3 aspartate aminotransferase or alanine aminotransferase or (2) conjugated hyperbilirubinemia: conjugated bilirubin (c.bili) >3 mg/dL. Untargeted profiling detected 519 metabolites. Adjusted odds ratios (aORs) for each metabolite were calculated with logistic regression, accounting for sex, age, body mass index, race/ethnicity, and treatment intensity. The population was 56% Latino, 57% male, 92% B-ALL, 25% overweight/obese, and 57% National Cancer Institute standard-risk at a median age of 5 years. Transaminitis was observed in 34% of the discovery and 24% of the replication cohort. Seven instances of c.bili >3 mg/dL were observed in the discovery cohort, with none in the replication cohort. Furthermore, 12 metabolites were associated with transaminitis (P < .05) in the discovery cohort, including 2 that replicated (P < .05): 1,2-dipalmitoyl-glycerophosphocholine (GPC) (aOR combined = 1.88 [95% confidence interval [CI], 1.26-2.79], P = .002) and 1-(1-enyl-palmitoyl)-2-palmitoleoyl-GPC (aOR combined = 1.56 [95% CI: 1.17-2.09], P = .003). In the discovery cohort, 34 metabolites were associated with c.bili >3 mg/dL, including the top association of 1,2-dipalmitoyl-GPC (aOR = 5.76 [95% CI: 2.20-23.16], P = .002). We observed and replicated associations between phosphatidylcholine metabolites at ALL diagnosis and hepatotoxicity during induction therapy, suggesting a potential role for lipid dysregulation in the development of hepatotoxicity.

Indexed as

Chemical and Drug Induced Liver InjuryInduction ChemotherapyMetabolomeMetabolomicsPrecursor Cell Lymphoblastic Leukemia-LymphomaAdolescentChildChild, PreschoolFemaleHumansInfantMaleYoung Adult

Identifiers

PMID40829116
PMCPMC12663015

What Socratic holds

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LicenceCC BY-NC-ND
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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 Socratic graph.