PubMed HealthSearch

PubMed · 42542556

Tertiary lymphoid structure transcriptomic signatures show limited and cohort-dependent value for predicting axillary nodal involvement in oestrogen receptor-positive luminal breast cancer.

Abstract

Tertiary lymphoid structures (TLS) are associated with prognosis in solid tumours. Their value for predicting axillary nodal involvement in oestrogen receptor-positive luminal breast cancer remains uncertain. Three published TLS signatures were scored by single-sample gene set enrichment analysis in oestrogen receptor-positive luminal tumours. The Cancer Genome Atlas Breast Invasive Carcinoma cohort (TCGA-BRCA) included 632 cases, of which 379 met strict consensus. METABRIC included 1086 cases, of which 663 met strict consensus. Logistic models adjusted for age and pathological tumour stage. Strict consensus, majority vote, and continuous scores were compared. Performance assessment included bootstrapped changes in area under the receiver-operating-characteristic curve, Brier scores, calibration, and decision-curve analysis. Survival was evaluated in METABRIC and explored in TCGA-BRCA. Strict-consensus TLS status was not associated with nodal positivity in TCGA-BRCA (adjusted odds ratio: 0.95, 95% confidence interval: 0.62-1.45, P = 0.822). METABRIC was similar (odds ratio: 0.76, 95% confidence interval: 0.55-1.06, P = 0.105). Full-cohort METABRIC analyses detected small majority-vote and continuous-score associations, absent in TCGA-BRCA. Across specifications, bootstrapped changes in area under the receiver-operating-characteristic curve ranged from 0.0002 to 0.0089, with minimal Brier-score improvement and no stable decision-curve benefit. In METABRIC, the univariable overall survival association attenuated after age adjustment (hazard ratio: 1.33-1.10). TCGA-BRCA survival analyses were nonsignificant. TLS transcriptomic signals showed small, cohort-dependent associations with nodal status but no reproducible or clinically meaningful incremental predictive value. These data do not support replacing sentinel lymph node biopsy with a TLS signature in oestrogen receptor-positive luminal breast cancer.

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Tao Wang, Yi Zhang, Xinhua Yang, Peng Qi. 2026-07-28. Tertiary lymphoid structure transcriptomic signatures show limited and cohort-dependent value for predicting axillary nodal involvement in oestrogen receptor-positive luminal breast cancer.. https://doi.org/10.1097/cad.0000000000001836

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related citations

Extraocular spread of uveal melanoma to the breast: a rare clinical presentation.

Uveal melanoma (UM) is a rare malignancy with a high risk of delayed metastasis, primarily to the liver. Metastatic spread to the breast is exceedingly uncommon and may mimic primary breast carcinoma, posing diagnostic challenges. We report the case of a patient with a history of UM who was found to have a new right breast lesion on surveillance magnetic resonance imaging 18 years after initial UM diagnosis. The patient underwent Strut-Adjusted Volume Implant Scout guided partial mastectomy. Histopathology of the surgical specimen confirmed metastatic UM. This case underscores the unpredictable metastatic behavior of UM and highlights the importance of maintaining clinical vigilance and a broad differential diagnosis, even decades after initial treatment.

breast cancer

Circulating Tumor DNA in Breast Cancer: A Liquid Biopsy Revolution for Non-Invasive Genomic Profiling and Clinical Decision-Making.

Breast cancer remains the most frequently diagnosed cancer and a leading cause of cancer-related mortality among women worldwide, underscoring the need for accurate, minimally invasive biomarkers to support precision oncology. Conventional tissue biopsy remains the standard for molecular characterization but is limited by its invasiveness, inability to capture spatial and temporal tumor heterogeneity, and challenges in serial monitoring. Circulating tumor DNA (ctDNA), a tumor-derived fraction of cell-free DNA, has emerged as a promising liquid biopsy biomarker capable of providing real-time genomic information throughout disease progression. This narrative review examines recent advances in ctDNA biology, analytical technologies, clinical applications, current limitations, and future directions in breast cancer management. A structured literature search of PubMed/MEDLINE, Scopus, Embase, Web of Science, and Google Scholar identified relevant English-language publications from 2015 to 2026. Current evidence indicates that highly sensitive platforms, including digital PCR, BEAMing, and next-generation sequencing, can detect clinically actionable alterations in genes such as PIK3CA, ESR1, TP53, ERBB2, AKT1, and BRCA1/2. ctDNA has demonstrated particular utility in identifying minimal residual disease, monitoring therapeutic response, detecting emerging resistance mechanisms, and guiding targeted treatment selection in advanced breast cancer. However, applications in early cancer detection, population screening, and artificial intelligence-assisted clinical decision-making remain investigational. Widespread clinical implementation is constrained by low ctDNA abundance in early-stage disease, analytical variability, limited assay standardization, and cost considerations. Continued technological innovation, prospective multicenter validation, standardized testing protocols, and evidence-based clinical guidelines are essential to fully integrate ctDNA into routine precision breast cancer care.

breast cancer

Feasibility, reliability, and clinical value of genomic assay on pre-therapeutic biopsy for endocrine receptor-positive HER2-negative early breast cancer.

Endocrine receptor-positive (ER+) and HER2-negative breast cancer (BC) represents approximately 80% of all BCs. Most patients are treated with upfront surgery; however, 15%-30% will develop late recurrences. Genomic assay indication is usually based on postoperative pathological data including histology subtype, tumor size, lymph node status, SBR grade, and Ki67. Performing genomic testing on core needle biopsy specimens prior to surgery may offer several advantages. In this manuscript, we assess the feasibility, reliability, utility, and potential benefits of such genomic analyses performed on core needle biopsies. Several factors may lead to proposing genomic assay analysis on biopsy: (1) optimization of the patient pathway by reducing time to therapeutic decision-making, (2) predicting response to neoadjuvant chemotherapy (NAC) or neoadjuvant endocrine therapy (NET), and (3) refining prognostic assessment to guide adjuvant chemotherapy decisions in patients for whom axillary surgery is not planned. Given the feasibility and reliability of genomic assay on core needle biopsies, it can be suggested that this practice may become more common in the near future. Knowledge of the evolutive risk determined by the result of genomic assay, as well as clinicopathological characteristics, allows more precise personalization of the therapeutic strategy, including the choice between upfront surgery and neoadjuvant therapy, the selection of systemic treatments, and decision-making in the absence of axillary staging.

breast cancer