ArticleGenome medicine2022
Integrative genomic and transcriptomic analyses illuminate the ontology of HER2-low breast carcinomas.
Article in Genome medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.
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Who cites it
29 citing papers in PubMed, 45 citations in OpenAlex.
- Dynamic Evolution of HER2 Expression Following Neoadjuvant Therapy and Its Association With Treatment Response and Prognosis in Breast Cancer: A Large-Scale Retrospective Study.World journal of surgery · 2026Article
- Genome-wide biomarker analysis across the full spectrum of HER2-expressing breast cancers to reveal a clonal chromosome 17 imbalance defining unfavourable HER2-low disease.Biomarker research · 2026Article
- HER2-Low Breast Cancer: Biological Framework and Determinants of HER2 Instability.Medicina (Kaunas, Lithuania) · 2026Review
- Molecular characteristics and advances in precision therapeutics for HR-positive and HER2-low breast cancer.Frontiers in oncology · 2026Review
- HER2-Low Breast Cancer at the Interface of Pathology and Technology: Toward Precision Management.Biomedicines · 2025Review
- Emerging Breast Cancer Subpopulations: Functional Heterogeneity Beyond the Classical Subtypes.International journal of molecular sciences · 2025Review
- Clinical Utility of Targeted Next-Generation Sequencing for Determining Human Epidermal Growth Factor Receptor 2 Status and Optimizing Targeted Therapy in Breast Cancer.World journal of oncology · 2025Article
- Clinical Outcomes in Early-Stage HER2-Low and HER2-Zero Breast Cancer: Single-Center Experience.Journal of clinical medicine · 2025Article
- HER2-Low Breast Cancer-Current Knowledge and Future Directions.Medicina (Kaunas, Lithuania) · 2025Review
- The Breast Cancer Classifier refines molecular breast cancer classification to delineate the HER2-low subtype.NPJ breast cancer · 2025Article
- Clinicopathological characteristics and long-term prognosis of triple-negative breast cancer patients with HER2-Low expression: a retrospective propensity score-matched cohort study.Journal of cancer research and clinical oncology · 2024Article
- Article
- HER2-Low Breast Cancer: Now and in the Future.Cancer research and treatment · 2024Review
- Combining germline, tissue and liquid biopsy analysis by comprehensive genomic profiling to improve the yield of actionable variants in a real-world cancer cohort.Journal of translational medicine · 2024Article
- Insight into the evolution of breast cancer driven by genetic alterations.Cancer biology & medicine · 2024Article
- Insights Into the Emerging Entity of HER2-Low Breast Cancer.International journal of breast cancer · 2024Review
- The intersection of the HER2-low subtype with endocrine resistance: the role of interconnected signaling pathways.Frontiers in oncology · 2024Article
- Clinicopathological features and prognostic analysis of HER2 low and fibrotic focus in HER2-negative breast cancer.Breast cancer research and treatment · 2024Article
- Time to Deliver on Promises: The Role of ERBB2 Alterations as Treatment Options for Colorectal Cancer Patients in the Era of Precision Oncology.Journal of personalized medicine · 2023Article
- An Analysis of Clinical and Pathologic Features, RecurIndex Genomic Profiles, and Survival Outcomes in HER2-Low Breast Cancer.The oncologist · 2023Article
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Authors and funding
20 authors at 6 institutions in 3 countries.
Funding
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Abstract
backgroundThe "HER2-low" nomenclature identifies breast carcinomas (BCs) displaying a HER2 score of 1+/2+ in immunohistochemistry and lacking ERBB2 amplification. Whether HER2-low BCs (HLBCs) constitute a distinct entity is debated.
methodsWe performed DNA and RNA high-throughput analysis on 99 HLBC samples (n = 34 cases with HER2 score 1+/HLBC-1, n = 15 cases with HER2 score 2+ and ERBB2 not amplified/HLBC-2N, and n = 50 cases with score 2+ and ERBB2 copy number in the equivocal range/HLBC-2E). We compared the mutation rates with data from 1317 samples in the Memorial Sloan-Kettering Cancer Center (MSKCC) BC cohort and gene expression data with those from an internal cohort of HER2-negative and HER2-positive BCs.
resultsThe most represented mutations affected PIK3CA (31/99, 31%), GATA3 (18/99, 18%), TP53 (17/99, 17%), and ERBB2 (8/99, 8%, private to HLBC-2E). Tumor mutational burden was significantly higher in HLBC-1 compared to HLBC-2E/N (P = 0.04). Comparison of mutation spectra revealed that HLBCs were different from both HER2-negative and HER2-positive BCs, with HLBC-1 resembling more HER2-negative tumors and HLBC-2 mutationally related to HER2-addicted tumors. Potentially actionable alterations (annotated by using OncoKB/ESCAT classes) affected 52 patients. Intra-group gene expression revealed overlapping features between HLBC-1 and control HER2-negative BCs, whereas the HLBC-2E tumors showed the highest diversity overall. The RNA-based class discovery analysis unveiled four subsets of tumors with (i) lymphocyte activation, (ii) unique enrichment in HER2-related features, (iii) stromal remodeling alterations, and (iv) actionability of PIK3CA mutations (LAURA classification).
conclusionsHLBCs harbor distinct genomic features when compared with HER2-positive and HER2-negative BCs; however, differences across IHC classes were also unveiled thus dissecting the full picture of heterogeneity across HER2-low disease. The HLBC-2E category harbors most distinctive features, whereas HLBC-1 seems superimposable to HER2-negative disease. Further studies are needed to ascertain whether the four genomic-driver classes of the LAURA classification hold prognostic and/or predictive implications.
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