Decoding prognosis: multigene expression assays in breast cancer
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Updated: Nov 10, 2026

Optimization of a Multiplex RNA-based Expression Assay Using Breast Cancer Archival Material
Published on: August 1, 2018
Charanjit Kaur1, Drishti Agarwal1
1School of Pharmaceutical Sciences, Lovely Professional University, Phagwara, India.
Introduction:
Breast cancer remains a leading cause of cancer-related death in women worldwide. In early-stage, hormone receptor-positive/-negative disease, tissue-based multigene expression assays refine prognosis and guide systemic therapy. Axillary nodal status is still determined by clinical examination, imaging and sentinel lymph node biopsy (SLNB).
Areas Covered:
This narrative review separates prognostic, predictive and nodal-staging information. For MammaPrint, Oncotype DX, PAM50/Prosigna, EndoPredict and Breast Cancer Index, it summarizes the platform, validated population, level of evidence and guideline status. These assays estimate distant-recurrence risk and/or benefit from chemotherapy or extended endocrine therapy; none was developed or validated to predict nodal involvement. The dedicated gene-expression panels for nodal metastasis derive from retrospective or single-cohort studies, lack prospective validation and are not recommended for axillary staging. Liquid biopsy (ctDNA), multi-omics approaches, and cost, access and standardization are also reviewed.
Expert Opinion:
The established assays answer narrow, population-specific answers on recurrence and systemic-treatment benefit, not axillary staging; omission of SLNB currently rests on clinical and radiological criteria (SOUND, INSEMA). Nodal signatures remain investigational, and ctDNA and multi-omics approaches are promising but not yet practice-changing, requiring prospective trials showing improved outcomes. Age- and menopausal-status-related chemotherapy effects derive largely from exploratory or subgroup analyses and are hypothesis-generating.