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Performing Data Mining And Integrative Analysis Of Biomarker in Breast Cancer Using Multiple Publicly Accessible Databases
Published on: May 17, 2019
Ki-67 Dynamics and Biomarker Conversion as Prognostic Factors in Residual Breast Cancer
Ömer Faruk Elçiçek1, Eyyüp Çavdar1, Özge Yalıcı1
1Department of Medical Oncology, Faculty of Medicine, Tekirdag Namik Kemal University, Tekirdağ, Turkey.
Asia-Pacific Journal of Clinical Oncology
|June 26, 2026
Summary
Biomarker conversion after neoadjuvant chemotherapy (NAC) for breast cancer does not impact survival when adjuvant therapy is adjusted. Persistent high Ki-67, a marker of proliferation, is the key prognostic factor for patient outcomes.
Area of Science:
- Oncology
- Breast Cancer Research
- Translational Medicine
Background:
- Neoadjuvant chemotherapy (NAC) can alter tumor biomarkers (ER, PR, HER2) in residual breast cancer.
- Receptor conversion post-NAC raises questions about prognostic significance and adjuvant therapy guidance.
- The prognostic impact of biomarker conversion versus proliferative dynamics (Ki-67) is debated.
Purpose of the Study:
- To investigate the prognostic weight of biomarker conversion and Ki-67 dynamics in patients with residual breast cancer post-NAC.
- To determine if changes in ER, PR, and HER2 status after NAC affect survival outcomes.
- To identify key factors for risk stratification and adjuvant therapy decisions.
Main Methods:
- Retrospective analysis of 338 invasive breast cancer patients with residual disease after NAC and surgery.
- Paired assessment of ER, PR, HER2, and Ki-67 status (pre-NAC vs. post-NAC).
- Survival outcomes (DFS, OS) analyzed using Cox regression, with adjuvant therapy adapted to post-NAC IHC profile.
Main Results:
- Substantial biomarker conversion rates observed: ER (13.9%), PR (18%), HER2 (27%).
- Biomarker status changes did not significantly impact disease-free survival (DFS) or overall survival (OS).
- Ki-67 dynamics were a significant independent prognostic factor; low Ki-67 post-NAC correlated with superior DFS and OS.
Conclusions:
- Biomarker conversion in residual breast cancer is common but does not worsen survival if adjuvant therapy is tailored to post-NAC IHC results.
- Tumor proliferative response, indicated by Ki-67 levels, is the predominant driver of prognosis.
- Persistent high Ki-67 should guide escalation of adjuvant therapy and risk stratification over biomarker conversion.
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