Predicting nodal response to neoadjuvant treatment in breast cancer with core biopsy biomarkers of tumor microenvironment using data mining
We developed a clinical tool to predict nodal pCR for cN+ patients after NAST that includes biomarkers of TME and achieves an AUC of 0.86 after tenfold cross-validation.
Authors
- Andraž Perhavec (ORCID: https://orcid.org/0000-0003-0559-3813)
- Gašper Pilko (ORCID: https://orcid.org/0009-0003-0470-2034)
- Nina Pislar (ORCID: https://orcid.org/0000-0002-6884-6526)
- Janez Žgajnar
- Erika Matos (ORCID: https://orcid.org/0000-0001-5144-1285)
- Gorana Gašljević (ORCID: https://orcid.org/0000-0002-8332-3627)
Institutions
- University of Ljubljana (SI)
- Institute of Oncology Ljubljana (SI)
- University of Maribor (SI)
Publication Details
- Journal
- Breast Cancer Research and Treatment
- Published
- 2024-11-04
- DOI
- https://doi.org/10.1007/s10549-024-07539-9
- Citations
- 1
- Primary Topic
- Breast Cancer Treatment Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.29
Funders
- Javna Agencija za Raziskovalno Dejavnost RS