Evidence map›Paper›PMID 31277676›Full record

ArticleBreast cancer research : BCR2019

Epigenetic silencing of TGFBI confers resistance to trastuzumab in human breast cancer.

Sònia Palomeras, Ángel Diaz-Lagares, Gemma Viñas, Fernando Setien, Humberto J Ferreira, Glòria Oliveras, Ana B Crujeiras, Alejandro Hernández, David H Lum, Alana L Welm and 2 more

Open access · goldAbstract read
In one paragraph

Article in Breast cancer research : BCR, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers.

0numbers the graph read from it
0cells of the map it votes in
42citing papers in PubMed
2.6field-weighted citation impact, top 10% of its field
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

42 citing papers in PubMed, 71 citations in OpenAlex.

  1. Article
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  6. Review
  7. Decoding the Epigenome of Breast Cancer.International journal of molecular sciences · 2025
    Review
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  15. Targeting SMAD3 Improves Response to Oxaliplatin in Esophageal Adenocarcinoma Models by Impeding DNA Repair.Clinical cancer research : an official journal of the American Association for Cancer Research · 2024
    Article
  16. Article
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  19. Breast Cancer Chemoresistance: Insights into the Regulatory Role of lncRNA.International journal of molecular sciences · 2023
    Review
  20. 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

12 authors at 6 institutions in 3 countries.

Sònia PalomerasNew Therapeutics Targets Lab (TargetsLab), Department of Medical Sciences, University of Girona, E-17071, Girona, Catalonia, Spain.
Ángel Diaz-LagaresCancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Hospitalet de Llobregat, Barcelona, Catalonia, Spain.
Gemma ViñasNew Therapeutics Targets Lab (TargetsLab), Department of Medical Sciences, University of Girona, E-17071, Girona, Catalonia, Spain.
Fernando SetienCancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Hospitalet de Llobregat, Barcelona, Catalonia, Spain.
Humberto J FerreiraCancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Hospitalet de Llobregat, Barcelona, Catalonia, Spain.
Glòria OliverasNew Therapeutics Targets Lab (TargetsLab), Department of Medical Sciences, University of Girona, E-17071, Girona, Catalonia, Spain.
Ana B CrujeirasLaboratory of Epigenomics in Endocrinology and Nutrition, Health Research Institute of Santiago (IDIS), University Clinical Hospital of Santiago (CHUS/SERGAS), Santiago de Compostela, Spain.
Alejandro HernándezMedical Oncology Department, Catalan Institute of Oncology (ICO), Girona, Catalonia, Spain.
David H LumDepartment of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, USA.
Alana L WelmDepartment of Oncological Sciences, Huntsman Cancer Institute, University of Utah, Salt Lake City, USA.
Manel EstellerCancer Epigenetics and Biology Program (PEBC), Bellvitge Biomedical Research Institute (IDIBELL), Hospitalet de Llobregat, Barcelona, Catalonia, Spain. mesteller@idibell.cat.
Teresa PuigNew Therapeutics Targets Lab (TargetsLab), Department of Medical Sciences, University of Girona, E-17071, Girona, Catalonia, Spain. teresa.puig@udg.edu.
Institut d'Investigació Biomédica de Bellvitge · ESCatalan Institute for Water Research · ESHuntsman Cancer Institute · USUniversity of Girona · ESHospital Universitari de Girona Doctor Josep Trueta · ESInstituto de Salud Carlos III · ES

Funding

UTAH REGIONAL CANCER CENTERP30CA042014 · NCI · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI Jared P Rutter · 1986 to 2026
$72.6M
NCI NIH HHS P30 CA042014
6 · The paper itself

Abstract

backgroundAcquired resistance to trastuzumab is a major clinical problem in the treatment of HER2-positive (HER2+) breast cancer patients. The selection of trastuzumab-resistant patients is a great challenge of precision oncology. The aim of this study was to identify novel epigenetic biomarkers associated to trastuzumab resistance in HER2+ BC patients.

methodsWe performed a genome-wide DNA methylation (450K array) and a transcriptomic analysis (RNA-Seq) comparing trastuzumab-sensitive (SK) and trastuzumab-resistant (SKTR) HER2+ human breast cancer cell models. The methylation and expression levels of candidate genes were validated by bisulfite pyrosequencing and qRT-PCR, respectively. Functional assays were conducted in the SK and SKTR models by gene silencing and overexpression. Methylation analysis in 24 HER2+ human BC samples with complete response or non-response to trastuzumab-based treatment was conducted by bisulfite pyrosequencing.

resultsEpigenomic and transcriptomic analysis revealed the consistent hypermethylation and downregulation of TGFBI, CXCL2, and SLC38A1 genes in association with trastuzumab resistance. The DNA methylation and expression levels of these genes were validated in both sensitive and resistant models analyzed. Of the genes, TGFBI presented the highest hypermethylation-associated silencing both at the transcriptional and protein level. Ectopic expression of TGFBI in the SKTR model suggest an increased sensitivity to trastuzumab treatment. In primary tumors, TGFBI hypermethylation was significantly associated with trastuzumab resistance in HER2+ breast cancer patients.

conclusionsOur results suggest for the first time an association between the epigenetic silencing of TGFBI by DNA methylation and trastuzumab resistance in HER2+ cell models. These results provide the basis for further clinical studies to validate the hypermethylation of TGFBI promoter as a biomarker of trastuzumab resistance in HER2+ breast cancer patients.

Indexed as

Epigenesis, GeneticGene SilencingAntineoplastic AgentsbetaIG-H3 ProteinBreast NeoplasmsCell Line, TumorCpG IslandsDNA MethylationDrug Resistance, NeoplasmErb-b2 Receptor Tyrosine KinasesExtracellular Matrix ProteinsFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansNeoplasm GradingAntineoplastic AgentsbetaIG-H3 ProteinErb-b2 Receptor Tyrosine KinasesExtracellular Matrix ProteinsTransforming Growth Factor betaTrastuzumabDNA methylationHER2+ breast cancerTGFBITrastuzumab resistance

Identifiers

PMID31277676
PMCPMC6612099
OpenAlexW2956023301

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Registered trials

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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.