Evidence map›Paper›PMID 40817343›Full record

ArticleNPJ precision oncology2025

Epigenetic determinants of an immune-evasive phenotype in HER2-low triple-negative breast cancer.

Andrés F Bedoya-López, Sookyung Ahn, Miquel Ensenyat-Mendez, Javier I J Orozco, Sandra Iñiguez-Muñoz, Pere Llinàs-Arias, Samantha M Thomas, Jennifer L Baker, Peggy S Sullivan, Jitin Makker and 4 more

Erratum issuedAbstract read
In one paragraph

Article in NPJ precision oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 10 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 1 pooled it
–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

10 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  3. Article
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  6. Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

14 authors.

Andrés F Bedoya-López *Cancer Epigenetics Laboratory, Health Research Institute of the Balearic Islands (IdISBa), Palma, Spain.
Sookyung Ahn *Department of Surgery, Duke University School of Medicine, Durham, NC, USA.
Miquel Ensenyat-MendezDepartment of Surgery, Duke University School of Medicine, Durham, NC, USA.
Javier I J OrozcoSaint John's Cancer Institute, Providence Saint John's Health Center, Santa Monica, CA, USA.
Sandra Iñiguez-MuñozCancer Epigenetics Laboratory, Health Research Institute of the Balearic Islands (IdISBa), Palma, Spain.
Pere Llinàs-AriasCancer Epigenetics Laboratory, Health Research Institute of the Balearic Islands (IdISBa), Palma, Spain.
Samantha M ThomasDepartment of Biostatistics & Bioinformatics, Duke University School of Medicine, Durham, NC, USA.
Jennifer L BakerDepartment of Surgery, University of California Los Angeles, Los Angeles, USA.
Peggy S SullivanDepartment of Pathology and Laboratory Medicine, University of California Los Angeles, Los Angeles, USA.
Jitin MakkerDepartment of Pathology and Laboratory Medicine, University of California Los Angeles, Los Angeles, USA.
Julie B SteeleDepartment of Pathology and Laboratory Medicine, Scripps Clinic Medical Group, San Diego, CA, USA.
Sunil M KurianScripps Clinic Biorepository and Bioinformatics, San Diego, CA, USA.
Diego M MarzeseCancer Epigenetics Laboratory, Health Research Institute of the Balearic Islands (IdISBa), Palma, Spain. diego.marzese@idisba.es.
Maggie L DiNomeDepartment of Surgery, Duke University School of Medicine, Durham, NC, USA. Maggie.DiNome@Duke.edu.

Funding

Women's Cancer Research ProgramP30CA014236 · NCI · DUKE UNIVERSITY · PI Laura Fish · 1985 to 2026
$174.8M
Cooperative Human Tissue Network Support through Duke's BioRepository & Precision Pathology CenterUM1CA239755 · NCI · DUKE UNIVERSITY · PI Shannon Jones McCall · 2019 to 2026
$5.4M
Fundación Científica Asociación Española Contra el Cáncer PRDPM246418BEDONational Institute of Health, United States P30CA014236NCI NIH HHS P30 CA014236NCI NIH HHS UM1 CA239755NIH HHS NIH CA014236
6 · The paper itself

Abstract

Identifying molecular drivers in triple-negative breast cancer (TNBC) is crucial. While HER2-low expression predicts response to novel antibody-drug conjugates, its biological influence on TNBC biology is unknown. We performed a comprehensive multi-omics analysis, integrating genomic, epigenomic, transcriptomic, and proteomic profiling to characterize HER2-low TNBC. We generated genome-wide DNA methylation profiles from a multi-institutional cohort and integrated our data with three independent cohorts (TCGA, SCAN-B, I-SPY2). TNBC cases were categorized as HER2-zero (IHC 0) or HER2-low TNBC (IHC 1+/2+, ISH non-amplified). Among 506 patients (HER2-low, n = 288; HER2-zero, n = 218), HER2-low TNBC exhibited significantly lower tumor mutational burden (P = 0.02). Epigenetic analysis identified 5287 differentially methylated sites, with consistent hypermethylation of HLA genes in HER2-low tumors. Transcriptomic analyses revealed significant downregulation of genes enriched in immune response pathways (e.g., leukocyte activation, T-cell signaling) in HER2-low TNBC (adjusted P < 0.001). Immune cell deconvolution showed reduced immune cell infiltration in the HER2-low tumor microenvironment (P = 0.002). Higher expression of five immune-related genes, downregulated in HER2-low, correlated with improved relapse-free (HR = 0.52; P < 0.001) and overall survival (HR = 0.36; P < 0.001). HER2-low TNBC tumors display distinct molecular features compared to HER2-zero, imparting an immune-evasive phenotype. These findings provide critical insights into the unique biology of HER2-low TNBC, warranting further clinical investigation.

Identifiers

PMID40817343
PMCPMC12356864

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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.