<scp>DNA</scp> Methylation and Transcriptomic Profiles of Wilms Tumour Reveal New Deregulated Genes and Epigenetic Processes Relevant for Tumour Stratification and Management

Wilms Tumour (WT), the most common kidney cancer in children, presents features of altered kidney development and frequently exhibits molecular alterations at the 11p15.5 imprinted locus, affecting the IGF2 and H19 genes, which contribute to tumour growth and predisposition. The epigenetic landscape beyond 11p15.5 suggests diagnostic and prognostic potential, but its link to transcriptomic changes is largely unexplored. We integrated methylomic and transcriptomic datasets of 27 primary tumours and matched non-neoplastic kidneys. DNA methylation profiling identified around 9000 differentially methylated CpG sites distinguishing neoplastic from non-neoplastic tissue and other paediatric cancers, thus representing a novel WT-specific epigenetic signature. We found that cases with Imprinting Centre 1 (IC1) gain of methylation exhibited the most extensive epigenetic alterations; cases with 11p15.5 loss of heterozygosity showed intermediate changes, whereas regressive tumours with largely normal 11p15.5 status were less affected. Three methylation clusters corresponding to transcriptomic subtypes were identified, characterised by distinct tumour microenvironment and chemosensitivity predictions: a regressive-enriched, immune-infiltrated group predicted to respond to paclitaxel, a proliferative group sensitive to doxorubicin, and a stromal-like intermediate group. Combined analysis of methylation and expression data revealed more than 900 genes under epigenetic control, which contributed to defining the WT subtypes. Analysis of the IGF2/H19 locus uncovered multiple regulatory mechanisms underlying IGF2 activation, including imprinting defects at IC1, methylation changes at DMR0, differential promoter usage and transcriptional modulation by PLAG1 and BAHD1. These findings define the epigenetic alterations underlying WT heterogeneity and support improved molecular stratification and therapeutic approaches.

Authors

Institutions

Publication Details

Journal
International Journal of Cancer
Published
2026-07-30
DOI
https://doi.org/10.1002/ijc.70680
Primary Topic
Renal and related cancers
Type
article
Field-Weighted Citation Impact
0.00

Funders

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

DNA Methylation and Transcriptomic Profiles of Wilms Tumour Reveal New Deregulated Genes and Epigenetic Processes Relevant for Tumour Stratification and Management

Carlo Giaccari, Manel Esteller, Angela Sparago, Francesco Cecere et al.
International Journal of Cancer
Renal and related cancers
article

DNA Methylation and Transcriptomic Profiles of Wilms Tumour Reveal New Deregulated Genes and Epigenetic Processes Relevant for Tumour Stratification and Management

Carlo Giaccari, Manel Esteller, Angela Sparago, Francesco Cecere, Andrea Riccio, Enrique de Álava, Federica Rossetti, Laura Pignata, Gaetano Verde, Flavia Cerrato, Paola Quarello, Franca Fagioli, Abu Saadat, Josep Roma (769003), Emilia D'Angelo
article en

Abstract

Wilms Tumour (WT), the most common kidney cancer in children, presents features of altered kidney development and frequently exhibits molecular alterations at the 11p15.5 imprinted locus, affecting the IGF2 and H19 genes, which contribute to tumour growth and predisposition. The epigenetic landscape beyond 11p15.5 suggests diagnostic and prognostic potential, but its link to transcriptomic changes is largely unexplored. We integrated methylomic and transcriptomic datasets of 27 primary tumours and matched non-neoplastic kidneys. DNA methylation profiling identified around 9000 differentially methylated CpG sites distinguishing neoplastic from non-neoplastic tissue and other paediatric cancers, thus representing a novel WT-specific epigenetic signature. We found that cases with Imprinting Centre 1 (IC1) gain of methylation exhibited the most extensive epigenetic alterations; cases with 11p15.5 loss of heterozygosity showed intermediate changes, whereas regressive tumours with largely normal 11p15.5 status were less affected. Three methylation clusters corresponding to transcriptomic subtypes were identified, characterised by distinct tumour microenvironment and chemosensitivity predictions: a regressive-enriched, immune-infiltrated group predicted to respond to paclitaxel, a proliferative group sensitive to doxorubicin, and a stromal-like intermediate group. Combined analysis of methylation and expression data revealed more than 900 genes under epigenetic control, which contributed to defining the WT subtypes. Analysis of the IGF2/H19 locus uncovered multiple regulatory mechanisms underlying IGF2 activation, including imprinting defects at IC1, methylation changes at DMR0, differential promoter usage and transcriptional modulation by PLAG1 and BAHD1. These findings define the epigenetic alterations underlying WT heterogeneity and support improved molecular stratification and therapeutic approaches.

International Journal of Cancer
Institució Catalana de Recerca i Estudis Avançats (ES), University of Tennessee Health Science Center (US), University of Campania "Luigi Vanvitelli" (IT), Josep Carreras Leukaemia Research Institute (ES), Vall d'Hebron Institut de Recerca (ES), Santobono Children's Hospital (IT), Instituto de Biomedicina de Sevilla (ES), Ospedale Regina Margherita (IT), Institute of Genetics and Biophysics (IT), Centro de Investigación Biomédica en Red de Cáncer (ES), University of Turin (IT), Universitat de Barcelona (ES), Universidad de Sevilla (ES)
Fondazione AIRC per la ricerca sul cancro ETS
Good health and well-being
Openalex Percentile: Top 15%
Renal and related cancers
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.