Evidence map›Paper›PMID 39635770›Full record

ArticleInternational journal of cancer2025

Extensive epigenomic dysregulation is a hallmark of homologous recombination deficiency in triple-negative breast cancer.

Youdinghuan Chen, Lucas A Salas, Jonathan D Marotti, Nicole P Jenkins, Chao Cheng, Todd W Miller, Arminja N Kettenbach, Brock C Christensen

Abstract read
In one paragraph

Article in International journal of cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Youdinghuan ChenDepartment of Molecular and Systems Biology, Geisel School of Medicine, Dartmouth College, One Medical Center Drive, Lebanon, New Hampshire, USA.ORCID 0000-0002-5451-0482
Lucas A SalasDepartment of Molecular and Systems Biology, Geisel School of Medicine, Dartmouth College, One Medical Center Drive, Lebanon, New Hampshire, USA.
Jonathan D MarottiDepartment of Pathology and Laboratory Medicine, Dartmouth Medical Center, One Medical Center Drive, Lebanon, New Hampshire, USA.
Nicole P JenkinsDepartment of Molecular and Systems Biology, Geisel School of Medicine, Dartmouth College, One Medical Center Drive, Lebanon, New Hampshire, USA.
Chao ChengDepartment of Molecular and Systems Biology, Geisel School of Medicine, Dartmouth College, One Medical Center Drive, Lebanon, New Hampshire, USA.ORCID 0000-0002-5002-3417
Todd W MillerDepartment of Molecular and Systems Biology, Geisel School of Medicine, Dartmouth College, One Medical Center Drive, Lebanon, New Hampshire, USA.
Arminja N KettenbachDepartment of Molecular and Systems Biology, Geisel School of Medicine, Dartmouth College, One Medical Center Drive, Lebanon, New Hampshire, USA.
Brock C ChristensenDepartment of Molecular and Systems Biology, Geisel School of Medicine, Dartmouth College, One Medical Center Drive, Lebanon, New Hampshire, USA.

Funding

Translational Engineering in Cancer (TEC)P30CA023108 · NCI · DARTMOUTH COLLEGE · PI Fred W Kolling IV · 1985 to 2026
$91.3M
Relation Between In-utero Vitamin D and Immune Function in Early Childhood P20GM104416 · NIGMS · DARTMOUTH COLLEGE · PI SALAS DIAZ, LUCAS A · 2013 to 2022
$23.7M
Pilot Project ProgramP30GM149408 · NIGMS · DARTMOUTH COLLEGE · PI MARGARET Rita KARAGAS · 2023 to 2026
$6.3M
A precision medicine basis for estrogen therapy for advanced breast cancerR01CA200994 · NCI · MEDICAL COLLEGE OF WISCONSIN · PI Todd W. Miller · 2017 to 2026
$3.7M
DNA-based Immune Phenotyping in HNSCC for Biomarkers of Response to ImmunotherapyR01CA253976 · NCI · BROWN UNIVERSITY · PI CHRISTENSEN, BROCK C, KELSEY, KARL TIMOTHY · 2021 to 2025
$3.3M
Uncovering the basis and implications of lineage plasticity in breast cancerR01CA267691 · NCI · MEDICAL COLLEGE OF WISCONSIN · PI Todd W. Miller · 2022 to 2026
$1.8M
Burroughs Wellcome FundDartmouth Cancer CenterNCI NIH HHS P30 CA023108NCI NIH HHS P30CA023108NCI NIH HHS R01 CA200994NCI NIH HHS R01 CA253976NCI NIH HHS R01 CA267691NIGMS NIH HHS P20 GM104416NIGMS NIH HHS P30 GM149408NIH HHS P30GM149408NIH HHS R01CA200994NIH HHS R01CA253976NIH HHS R01CA267691Wellcome Trust
6 · The paper itself

Abstract

Triple-negative breast cancer (TNBC) is the most aggressive breast cancer subtype with substantial disease heterogeneity, limited treatment options, and dismal clinical outcomes. Some TNBCs display homologous recombination deficiency (HRD), a phenotype with elevated genomic burden and worse prognosis if left untreated but chemotherapeutic sensitivity. While the molecular landscape of TNBC is distinct from other breast cancer subtypes, the TNBC-specific link between HRD and epigenome-wide methylation has not been established. This study reports two independent cohorts of TNBC tumors (n = 32 and n = 58) with HRD and epigenomic landscapes measured by the Multiplex Ligation-dependent Probe Amplification assay and the Illumina MethylationEPIC arrays, respectively. Genome-wide copy number and methylation alterations were significantly higher in HRD (all p <.05). Methylation of genome-wide repeat element Alu and transcriptional regulatory regions were significantly lower in HRD (all p <.05). An age-adjusted epigenome-wide association study of the continuous HRD probability scores revealed significant loci (all FDR <0.05) that were depleted from the CpG-rich "island" regions often seen in gene promoters but enriched in the CpG-poor "open sea" regions localized to gene enhancers. The significant loci implicated well-known candidate genes involved in the epithelial-to-mesenchymal transition, Wnt signaling, and DNA damage response. Supervised machine learning of HRD with nucleotide-specific methylation as the input enabled clinically relevant tumor stratification. Taken together, this study provides novel biological and translational insights into HRD in TNBCs.

Indexed as

Epigenesis, GeneticHomologous RecombinationTriple Negative Breast NeoplasmsAdultAgedDNA Copy Number VariationsDNA MethylationEpigenomicsFemaleGene Expression Regulation, NeoplasticGenome-Wide Association StudyHumansMiddle AgedBRCAnessbreast cancerepigeneticshomologous recombination deficiencytriple‐negative breast cancer

Identifiers

PMID39635770
PMCPMC11738659

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.