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Published on: October 31, 2012
Metabolomic identification of α-ketoglutaric acid elevation in pediatric chronic graft-versus-host disease
Divya Subburaj1, Bernard Ng2, Amina Kariminia1
1Michael Cuccione Childhood Cancer Research Program and.
Insights
Researchers identified alpha-ketoglutaric acid as a key metabolite in pediatric chronic graft-versus-host disease (cGVHD) after hematopoietic stem cell transplant (HSCT). This finding may improve cGVHD diagnosis and subclassification in young HSCT patients.
Area of Science:
- Metabolomics
- Hematopoietic Stem Cell Transplantation (HSCT)
- Immunology
Background:
- Chronic graft-versus-host disease (cGVHD) is a major cause of non-relapse mortality following allogeneic HSCT.
- Current diagnostic methods lack specific biomarkers for cGVHD and late acute GVHD (aGVHD).
- Pediatric HSCT recipients require better tools for early detection and management of GVHD.
Purpose of the Study:
- To longitudinally evaluate metabolomic patterns associated with cGVHD and late aGVHD in pediatric HSCT recipients.
- To identify potential metabolomic biomarkers for cGVHD and late aGVHD.
- To explore the correlation of metabolic patterns with clinical manifestations of cGVHD.
Main Methods:
- Quantitative analysis of plasma metabolites in 222 pediatric subjects from the ABLE/PBMTC1202 study.
- Risk-assignment analysis at day +100 (D100) comparing future cGVHD/late aGVHD patients to controls.
- Regression analysis comparing cGVHD at onset to time-matched controls, with biomarker relevance defined by P ≤ .05, effect ratio ≥1.3 or ≤0.75, and AUC ≥0.60.
Main Results:
- Consistent elevation of plasma α-ketoglutaric acid was observed before (D100) and at the onset of cGVHD, independent of severity or patient factors.
- Late aGVHD exhibited a distinct D100 metabolomic profile compared to cGVHD.
- α-ketoglutaric acid emerged as the most significant metabolite associated with cGVHD in both risk-assignment and diagnostic analyses.
Conclusions:
- Distinct metabolomic patterns, particularly elevated α-ketoglutaric acid, are associated with cGVHD in pediatric HSCT recipients.
- These findings suggest potential for improved subclassification of cGVHD based on metabolic profiles.
- Further validation is necessary to translate these exploratory results into clinical practice.
Abstract:
Chronic graft-versus-host disease (cGVHD) is the most common cause for non-relapse mortality postallogeneic hematopoietic stem cell transplant (HSCT). However, there are no well-defined biomarkers for cGVHD or late acute GVHD (aGVHD). This study is a longitudinal evaluation of metabolomic patterns of cGVHD and late aGVHD in pediatric HSCT recipients. A quantitative analysis of plasma metabolites was performed on 222 evaluable pediatric subjects from the ABLE/PBMTC1202 study. We performed a risk-assignment analysis at day + 100 (D100) on subjects who later developed either cGVHD or late aGVHD after day 114 to non-cGVHD controls. A second analysis at diagnosis used fixed and mixed multiple regression to compare cGVHD at onset to time-matched non-cGVHD controls. A metabolomic biomarker was considered biologically relevant only if it met all 3 selection criteria: (1) P ≤ .05; (2) effect ratio of ≥1.3 or ≤0.75; and (3) receiver operator characteristic AUC ≥0.60. We found a consistent elevation in plasma α-ketoglutaric acid before (D100) and at the onset of cGVHD, not impacted by cGVHD severity, pubertal status, or previous aGVHD. In addition, late aGVHD had a unique metabolomic pattern at D100 compared with cGVHD. Additional metabolomic correlation patterns were seen with the clinical presentation of pulmonary, de novo, and progressive cGVHD. α-ketoglutaric acid emerged as the single most significant metabolite associated with cGVHD, both in the D100 risk-assignment and later diagnostic onset analysis. These distinctive metabolic patterns may lead to improved subclassification of cGVHD. Future validation of these exploratory results is needed. This trial was registered at www.clinicaltrials.gov as #NCT02067832.
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