Validation of DNA methylation subtype as a prognostic biomarker in pediatric adrenocortical tumors: re-evaluation of results from the COG ARAR0332 clinical trial

Pediatric adrenocortical tumors (pACTs) are rare neoplasms with limited biomarkers for risk stratification. Two DNA methylation-based molecular subtypes (A1 and A2) previously identified using data from the International Pediatric Adrenocortical Tumor Registry cohort were strongly associated with outcome, with A1 linked to poor prognosis and A2 to indolent disease. The objective of the current study was to validate the prognostic utility of pACT molecular subtypes in the clinical trial cohort from the Children’s Oncology Group ARAR0332 protocol (ClinicalTrials.gov: NCT00304070, registration date: 3/15/2006). A DNA-methylation-based neural-network classifier trained on 60 reference samples was used to assign ARAR0332 samples to A1, A2, or normal adrenal classes. The class assignments were correlated with clinical variables, genomic features, and survival outcomes. Among ARAR0332 samples, 11 (22%) were classified as A1 and 38 (78%) as A2. A1 tumors were associated with older age, metastatic disease, Cushing syndrome, and CTNNB1 mutations, while A2 tumors presented in younger patients (mean 4.1 years) and in patients who more often exhibited virilization. A1 tumors had significantly worse 5-year event-free survival and overall survival compared to A2 tumors. In patients with non-metastatic tumors, methylation class remained a significant predictor of risk even after adjusting for clinical stage and histopathologic risk class as defined by Wieneke criteria. Taken together, our findings suggest integration of methylation class with clinical stage and histopathologic features could improve risk stratification on future risk-adapted clinical trials.

Authors

Institutions

Publication Details

Journal
npj Precision Oncology
Published
2026-07-23
DOI
https://doi.org/10.1038/s41698-026-01611-x
Primary Topic
Adrenal and Paraganglionic Tumors
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Validation of DNA methylation subtype as a prognostic biomarker in pediatric adrenocortical tumors: re-evaluation of results from the COG ARAR0332 clinical trial

Quynh T. Tran, Gerard P. Zambetti, Brent A. Orr, Carlos Rodríguez‐Galindo et al.
npj Precision Oncology
Adrenal and Paraganglionic Tumors
article

Validation of DNA methylation subtype as a prognostic biomarker in pediatric adrenocortical tumors: re-evaluation of results from the COG ARAR0332 clinical trial

Quynh T. Tran, Gerard P. Zambetti, Brent A. Orr, Carlos Rodríguez‐Galindo, Ruobing Zhou, Mark Krailo, Tong Lin, Allison F. O'neill, Emilia M. Pinto, Stanley Pounds, Raul C. Ribeiro, Michael R. Clay, Md. Zahangir Alom
article en

Abstract

Pediatric adrenocortical tumors (pACTs) are rare neoplasms with limited biomarkers for risk stratification. Two DNA methylation-based molecular subtypes (A1 and A2) previously identified using data from the International Pediatric Adrenocortical Tumor Registry cohort were strongly associated with outcome, with A1 linked to poor prognosis and A2 to indolent disease. The objective of the current study was to validate the prognostic utility of pACT molecular subtypes in the clinical trial cohort from the Children’s Oncology Group ARAR0332 protocol (ClinicalTrials.gov: NCT00304070, registration date: 3/15/2006). A DNA-methylation-based neural-network classifier trained on 60 reference samples was used to assign ARAR0332 samples to A1, A2, or normal adrenal classes. The class assignments were correlated with clinical variables, genomic features, and survival outcomes. Among ARAR0332 samples, 11 (22%) were classified as A1 and 38 (78%) as A2. A1 tumors were associated with older age, metastatic disease, Cushing syndrome, and CTNNB1 mutations, while A2 tumors presented in younger patients (mean 4.1 years) and in patients who more often exhibited virilization. A1 tumors had significantly worse 5-year event-free survival and overall survival compared to A2 tumors. In patients with non-metastatic tumors, methylation class remained a significant predictor of risk even after adjusting for clinical stage and histopathologic risk class as defined by Wieneke criteria. Taken together, our findings suggest integration of methylation class with clinical stage and histopathologic features could improve risk stratification on future risk-adapted clinical trials.

npj Precision Oncology
St. Jude Children's Research Hospital (US), University of California, Los Angeles (US), Children's Oncology Group (US), Dana-Farber/Boston Children's Cancer and Blood Disorders Center (US), University of Colorado Anschutz Medical Campus (US), University of Colorado Denver (US)
American Lebanese Syrian Associated Charities, Children’s Oncology Group, National Cancer Institute
No poverty
Openalex Percentile: Top 7%
Adrenal and Paraganglionic Tumors
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.