Evidence map›Paper›PMID 41324567›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2026

Associations of the HER2DX Genomic Test with Biological and Pathologic Features in HER2-Positive Breast Cancer.

Esther Sanfeliu, Anabel Martínez-Romero, Mercedes Marín-Aguilera, Sandra Cobo, Blanca González-Farré, Eva Hernandez-Illan, Pedro Jares, Joan Antón Puig-Butillé, Montserrat Muñoz, Raquel Gómez-Bravo and 19 more

Abstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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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

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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

2 citing papers in PubMed.

  1. Review
  2. Observational
4 · The record

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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

29 authors.

Esther SanfeliuDepartment of Pathology, Biomedical Diagnosis Center, Hospital Clínic of Barcelona, Barcelona, Spain.ORCID 0000-0002-7974-3346
Anabel Martínez-RomeroTranslational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Clinic Barcelona Comprehensive Cancer Center, Barcelona, Spain.ORCID 0000-0001-5626-6674
Mercedes Marín-AguileraReveal Genomics, S.L., Barcelona, Spain.ORCID 0000-0002-2205-3459
Sandra CoboTranslational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Clinic Barcelona Comprehensive Cancer Center, Barcelona, Spain.ORCID 0000-0002-9672-100X
Blanca González-FarréDepartment of Pathology, Biomedical Diagnosis Center, Hospital Clínic of Barcelona, Barcelona, Spain.ORCID 0000-0002-1796-7248
Eva Hernandez-IllanMolecular Biology Core, Hospital Clinic of Barcelona, Barcelona, Spain.ORCID 0000-0002-4022-0548
Pedro JaresDepartment of Medicine, University of Barcelona, Barcelona, Spain.ORCID 0000-0002-8401-579X
Joan Antón Puig-ButilléMolecular Biology Core, Hospital Clinic of Barcelona, Barcelona, Spain.ORCID 0000-0003-4345-9631
Montserrat MuñozTranslational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Clinic Barcelona Comprehensive Cancer Center, Barcelona, Spain.ORCID 0000-0001-7772-1437
Raquel Gómez-BravoTranslational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Clinic Barcelona Comprehensive Cancer Center, Barcelona, Spain.ORCID 0009-0000-4090-4395
Marta TapiaMedical Oncology, Hospital Clinic of Valencia, Valencia, Spain.ORCID 0000-0002-0266-1289
Cristina TebarMedical Oncology, Hospital Clinic of Valencia, Valencia, Spain.ORCID 0000-0001-5012-0615
Cristina SauraVall Hebron Institute of Oncology (VHIO), Barcelona, Spain.ORCID 0000-0001-8296-5065
Santiago Escrivà-de-RomaníVall Hebron Institute of Oncology (VHIO), Barcelona, Spain.ORCID 0000-0001-7816-7589
Jesús SoberinoIOB-QuirónSalud, Barcelona, Spain.ORCID 0009-0004-4035-7669
Javier CortésIBCC, Barcelona, Spain.ORCID 0000-0001-7623-1583
Serafin MoralesMedical Oncology Department, Arnau de Vilanova, Lleida, Spain.ORCID 0000-0001-7445-4193
Kepa AmillanoInstitut d'Oncologia de la Catalunya Sud (IOCS), Hospital Universitari Sant Joan de Reus, IISPV, Universitat Rovira i Virgili, Reus, Spain.ORCID 0000-0002-4961-9328
Laia ParéReveal Genomics, S.L., Barcelona, Spain.ORCID 0000-0002-4904-558X
Patricia VillagrasaReveal Genomics, S.L., Barcelona, Spain.ORCID 0000-0002-8662-3641
Wesley BuckinghamReveal Genomics, S.L., Barcelona, Spain.ORCID 0009-0006-4707-9803
Francisco PardoReveal Genomics, S.L., Barcelona, Spain.ORCID 0000-0002-3067-0166
Joel S ParkerReveal Genomics, S.L., Barcelona, Spain.ORCID 0000-0003-2080-6901
Fara Brasó-MaristanyTranslational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Clinic Barcelona Comprehensive Cancer Center, Barcelona, Spain.ORCID 0000-0001-5440-9643
Eva CiruelosInstitut d'Oncologia de la Catalunya Sud (IOCS), Hospital Universitari Sant Joan de Reus, IISPV, Universitat Rovira i Virgili, Reus, Spain.ORCID 0000-0002-2796-1042
Rodrigo Sánchez-BayonaMedical Oncology Department, Hospital Universitario 12 de Octubre, Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain.ORCID 0000-0002-5255-6620
Olga Martinez-SáezTranslational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Clinic Barcelona Comprehensive Cancer Center, Barcelona, Spain.ORCID 0000-0001-8686-0236
Juan Miguel CejalvoMedical Oncology, Hospital Clinic of Valencia, Valencia, Spain.ORCID 0000-0002-8755-8626
Aleix PratTranslational Genomics and Targeted Therapies in Solid Tumors, August Pi i Sunyer Biomedical Research Institute (IDIBAPS), Clinic Barcelona Comprehensive Cancer Center, Barcelona, Spain.ORCID 0000-0003-2377-540X

Funding

Agència de Gestió d'Ajuts Universitaris i de Recerca (AGAUR) SGR 01156Breast Cancer Research Foundation (BCRF) BCRF-22/23/24-198CRIS Cancer Foundation (CRIS Foundation) Dame5masCRIS Cancer Foundation (CRIS Foundation) PR_EX_2021-14Fundación Científica Asociación Española Contra el Cáncer (AECC) EPAEC246711CLINFundación Científica Asociación Española Contra el Cáncer (AECC) INVES21943BRASFundación CONTIGO HIMALAIAFundación Fero (Fundació Fero) ONCOXXI21HORIZON EUROPE Framework Programme (Horizon Europe) RESCUER-847912Instituto de Salud Carlos III (ISCIII) PI22/01017
6 · The paper itself

Abstract

purposeHER2DX is a validated genomic assay used to support treatment decisions in early-stage HER2-positive (HER2+) breast cancer. It provides three scores: relapse risk, likelihood of pathologic complete response (pCR), and ERBB2 mRNA expression. This study aimed to evaluate the association between HER2DX and histopathologic features and assess its relationship with pCR after neoadjuvant therapy. EXPERIMENTAL

designPatients with newly diagnosed stage I to III HER2+ breast cancer were analyzed based on available HER2DX results during routine care in Spain (January 2022-June 2025). Centralized HER2DX testing was performed on formalin-fixed, paraffin-embedded tumor samples. Histopathologic analysis included tumor grade, hormone receptor status, histologic subtype, Ki67 index, HER2 IHC score, stromal tumor-infiltrating lymphocytes (TIL), tertiary lymphoid structures, and spatial immune distribution. Univariate and multivariable logistic regression analyses were conducted to identify factors associated with pCR after neoadjuvant trastuzumab-based therapy.

resultsA total of 410 HER2+ tumors were analyzed, and 250 patients received neoadjuvant trastuzumab-based therapy with available surgical outcomes (36% achieved a pCR). HER2DX pCR scores were significantly associated with all eight histopathologic features, whereas relapse risk and ERBB2 scores were associated with five and two, respectively. TIL correlated with the immune/immunoglobulin signature (r = 0.59), and Ki67 with the proliferation signature (r = 0.50). The HER2DX pCR score remained the only independent predictor of pCR in multivariable analysis (OR, 1.77; 95% confidence interval, 1.08-2.97; P = 0.030).

conclusionsHER2DX reflects key biological and pathologic features of HER2+ breast cancer and independently predicts pCR, supporting its utility for individualized treatment decision-making.

Indexed as

Biomarkers, TumorBreast NeoplasmsErb-b2 Receptor Tyrosine KinasesGenetic TestingAdultAgedFemaleGenomicsHumansLymphocytes, Tumor-InfiltratingMiddle AgedNeoadjuvant TherapyNeoplasm Recurrence, LocalPrognosisTrastuzumabBiomarkers, TumorERBB2 protein, humanErb-b2 Receptor Tyrosine KinasesTrastuzumab

Identifiers

PMID41324567
PMCPMC12869160

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