Pan-cancer analysis of somatic mutations and epigenetic alterations in insulated neighbourhood boundaries.


Journal

PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081

Informations de publication

Date de publication:
2020
Historique:
received: 03 07 2019
accepted: 14 12 2019
entrez: 17 1 2020
pubmed: 17 1 2020
medline: 6 5 2020
Statut: epublish

Résumé

Recent evidence shows that the disruption of constitutive insulated neighbourhoods might lead to oncogene dysregulation. We present here a systematic pan-cancer characterisation of the associations between constitutive boundaries and genome alterations in cancer. Specifically, we investigate the enrichment of somatic mutation, abnormal methylation, and copy number alteration events in the proximity of CTCF bindings overlapping with topological boundaries (junctions) in 26 cancer types. Focusing on CTCF motifs that are both in-boundary (overlapping with junctions) and active (overlapping with peaks of CTCF expression), we find a significant enrichment of somatic mutations in several cancer types. Furthermore, mutated junctions are significantly conserved across cancer types, and we also observe a positive selection of transversions rather than transitions in many cancer types. We also analyzed the mutational signature found on the different classes of CTCF motifs, finding some signatures (such as SBS26) to have a higher weight within in-boundary than off-bounday motifs. Regarding methylation, we find a significant number of over-methylated active in-boundary CTCF motifs in several cancer types; similarly to somatic-mutated junctions, they also have a significant conservation across cancer types. Finally, in several cancer types we observe that copy number alterations tend to overlap with active junctions more often than in matched normal samples. While several articles have recently reported a mutational enrichment at CTCF binding sites for specific cancer types, our analysis is pan-cancer and investigates abnormal methylation and copy number alterations in addition to somatic mutations. Our method is fully replicable and suggests several follow-up tumour-specific analyses.

Identifiants

pubmed: 31945090
doi: 10.1371/journal.pone.0227180
pii: PONE-D-19-18704
pmc: PMC6964824
doi:

Substances chimiques

CCCTC-Binding Factor 0
CTCF protein, human 0

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

e0227180

Déclaration de conflit d'intérêts

The authors have declared that no competing interests exist.

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Auteurs

Pietro Pinoli (P)

DEIB, Politecnico di Milano, Milano, Italy.

Eirini Stamoulakatou (E)

DEIB, Politecnico di Milano, Milano, Italy.

An-Phi Nguyen (AP)

IBM Research Zürich, Rüschlikon, Switzerland.

María Rodríguez Martínez (M)

IBM Research Zürich, Rüschlikon, Switzerland.

Stefano Ceri (S)

DEIB, Politecnico di Milano, Milano, Italy.

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Classifications MeSH