Comprehensive Epigenome-Wide Profiling Reveals Distinctive DNA Methylation Signatures and Potential Prognostic Biomarkers in Mexican Pediatric B-ALL

Acute lymphoblastic leukemia (ALL) is the most common childhood cancer. In Mexico, its higher incidence and lower survival suggest a role for epigenetic factors like DNA methylation (DNAme). We conducted an epigenome-wide association study (EWAS) to define the methylation landscape and identify the profiles associated with ALL and relapse. Bone marrow or peripheral blood samples from pediatric ALL patients at diagnosis and controls without ALL were analyzed using an Infinium MethylationEPIC v2.0 array. Differential methylation was assessed using the ChAMP package. We identified a significant hypermethylated profile in ALL patients compared to controls. Probes in <i>MAD1L1</i> and <i>RPTOR</i> contained the most differentially methylated CpG sites. Key affected pathways included proliferation, neurotransmission, and neuronal signaling. Survival analysis revealed that hypomethylation of four specific CpGs-cg01052776 (<i>RNH1</i>), cg20747787, cg05001671, and cg01767116 (<i>FBXL22</i>)-was significantly associated with an increased risk of relapse, highlighting their potential as prognostic biomarkers. This study underscores the importance of epigenetic mechanisms in pediatric ALL.

Authors

Institutions

Publication Details

Journal
International Journal of Molecular Sciences
Published
2025-10-22
DOI
https://doi.org/10.3390/ijms262110261
Citations
1
Primary Topic
Acute Lymphoblastic Leukemia research
Type
article
Field-Weighted Citation Impact
1.88
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Comprehensive Epigenome-Wide Profiling Reveals Distinctive DNA Methylation Signatures and Potential Prognostic Biomarkers in Mexican Pediatric B-ALL

Haydeé Rosas‐Vargas, Laura Elizabeth Merino‐Pasaye, Janet Flores‐Lujano, José Refugio Torres‐Nava et al.
1 citations
International Journal of Molecular Sciences
Acute Lymphoblastic Leukemia research
1.88
article

Comprehensive Epigenome-Wide Profiling Reveals Distinctive DNA Methylation Signatures and Potential Prognostic Biomarkers in Mexican Pediatric B-ALL

Haydeé Rosas‐Vargas, Laura Elizabeth Merino‐Pasaye, Janet Flores‐Lujano, José Refugio Torres‐Nava, Francisco Xavier Guerra‐Castillo, Juan Carlos Núñez-Enríquez, Silvia Jiménez‐Morales, Martha Margarita Velázquez‐Aviña, Rosa Martha Espinosa‐Elizondo, Mónica Ortiz-Maganda, Elva Jiménez‐Hernández, Maria Luisa Pérez‐Saldívar, José Gabriel Peñaloza‐González, Luz Victoria Flores‐Villegas, Aurora Medina‐Sansón, Vilma Carolina Bekker‐Méndez, Eva Ramón‐Gallegos, Jorge Alfonso Martín‐Trejo, Minerva Mata‐Rocha, Omar Alejandro Sepúlveda‐Robles, Jorge Meléndez-Zajgla, David Aldebarán Duarte-Rodríguez, Juan Manuel Mejía‐Aranguré, Alan Alberto Fong-López, Georgina Jiménez-Morales
article en
1 citations

Abstract

Acute lymphoblastic leukemia (ALL) is the most common childhood cancer. In Mexico, its higher incidence and lower survival suggest a role for epigenetic factors like DNA methylation (DNAme). We conducted an epigenome-wide association study (EWAS) to define the methylation landscape and identify the profiles associated with ALL and relapse. Bone marrow or peripheral blood samples from pediatric ALL patients at diagnosis and controls without ALL were analyzed using an Infinium MethylationEPIC v2.0 array. Differential methylation was assessed using the ChAMP package. We identified a significant hypermethylated profile in ALL patients compared to controls. Probes in <i>MAD1L1</i> and <i>RPTOR</i> contained the most differentially methylated CpG sites. Key affected pathways included proliferation, neurotransmission, and neuronal signaling. Survival analysis revealed that hypomethylation of four specific CpGs-cg01052776 (<i>RNH1</i>), cg20747787, cg05001671, and cg01767116 (<i>FBXL22</i>)-was significantly associated with an increased risk of relapse, highlighting their potential as prognostic biomarkers. This study underscores the importance of epigenetic mechanisms in pediatric ALL.

International Journal of Molecular SciencesVol. 26(21)
Mexican Social Security Institute (MX), Universidad Autónoma de Sinaloa (MX), Hospital General de México (MX), Centro Médico Nacional La Raza (MX), Secretaria de Salud (MX), Hospital Infantil de México Federico Gómez (MX), National Institute of Genomic Medicine (MX), Secretaria de Salud (HN), Centro Medico Nacional Siglo XXI (MX), Hospital Pediátrico Moctezuma (MX), Instituto de Medicina Genómica (ES), Hospital Juárez de México (MX), Instituto Politécnico Nacional (MX), Institute for Social Security and Services for State Workers (MX), Universidad Nacional Autónoma de México (MX)
Openalex Percentile: Top 11%
Acute Lymphoblastic Leukemia research
1.88
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.