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Advances in Breast Cancer Diagnostics: From Screening to Precision Medicine
Klaudia Kubiak1, Joanna Bidzińska2,3, Marta Bednarek2,4
1Department of Pharmaceutical Pathophysiology, Medical University of Gdansk, 80-210 Gdańsk, Poland.
Diagnostics (Basel, Switzerland)
|May 4, 2026
Summary
Breast cancer diagnostics are advancing rapidly, integrating imaging, AI, and molecular profiling for precise patient care. These precision diagnostics improve early detection, risk stratification, and treatment decisions for better outcomes.
Area of Science:
- Oncology and Radiology
- Genomics and Molecular Diagnostics
Background:
- Breast cancer is a leading global malignancy, necessitating advanced diagnostic approaches beyond traditional morphology.
- The past two decades have seen a shift towards molecularly informed, precision-guided breast cancer diagnosis and management.
Purpose of the Study:
- To synthesize current and emerging diagnostic modalities for breast cancer, from screening to molecular profiling.
- To examine the impact of integrative, multimodal diagnostic platforms on clinical decision-making in precision medicine.
Main Methods:
- Review of advances in breast cancer imaging technologies, including digital breast tomosynthesis (DBT), contrast-enhanced mammography (CEM), and abbreviated magnetic resonance imaging (MRI).
- Integration of artificial intelligence (AI) and radiomics in screening workflows for risk stratification.
- Analysis of molecular assays like multi-gene expression profiling (e.g., Oncotype DX) and next-generation sequencing (NGS) for prognostic classification and identification of actionable alterations.
- Evaluation of liquid biopsy markers such as circulating tumor DNA (ctDNA) and circulating tumor cells (CTCs) for monitoring treatment response and resistance.
Main Results:
- Imaging advances (DBT, CEM, abbreviated MRI) enhance diagnostic sensitivity and specificity.
- AI and radiomics show potential for improved risk stratification and reduced false positives in screening.
- Molecular assays refine prognostication and guide chemotherapy decisions in early-stage hormone receptor-positive breast cancer.
- Liquid biopsies offer minimally invasive monitoring of treatment efficacy and evolving resistance mechanisms.
- NGS identifies actionable genomic alterations (e.g., PIK3CA, HER2, BRCA1/2, NTRK) linked to targeted therapies.
Conclusions:
- Precision diagnostics, integrating imaging, AI, pathology, and liquid biopsy, are revolutionizing breast cancer care.
- Multimodal diagnostic platforms enable personalized treatment strategies, improving outcomes in the era of precision medicine.
Keywords:
artificial intelligencebreast cancerbreast imagingcirculating tumor DNAgenomic profilingliquid biopsymolecular diagnosticsnext-generation sequencingprecision medicinescreeningMore Related Videos
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