Machine Learning-Based Epigenetic Classifiers for Axillary Staging of Patients with ER-Positive Early-Stage Breast Cancer

Author:

Orozco Javier I. J.,Le Julie,Ensenyat-Mendez Miquel,Baker Jennifer L.,Weidhaas Joanne,Klomhaus Alexandra,Marzese Diego M.,DiNome Maggie L.ORCID

Funder

European Regional Development Fund

National Center for Advancing Translational Sciences

Publisher

Springer Science and Business Media LLC

Subject

Oncology,Surgery

Reference36 articles.

1. Society of Surgical Oncology. Choosing Wisely: Don’t routinely use sentinel node biopsy in clinically node negative women ≥ 70 years of age with early stage hormone receptor positive, HER2 negative invasive breast cancer. https://www.choosingwisely.org/clinician-lists/sso-sentinel-node-biopsy-in-node-negative-women-70-and-over/. Updated 07/27/2021. Accessed 8 March 2022.

2. National Comprehensive Cancer Network. Breast Cancer (Version 3.2022). https://www.nccn.org/professionals/physician_gls/pdf/breast.pdf. Accessed 18 May 2022.

3. Giuliano AE, Ballman KV, McCall L, et al. Effect of axillary dissection vs no axillary dissection on 10-year overall survival among women with invasive breast cancer and sentinel node metastasis: the ACOSOG Z0011 (Alliance) randomized clinical trial. JAMA. 2017;318(10):918–26.

4. Kalinsky K, Barlow WE, Gralow JR, et al. 21-gene assay to inform chemotherapy benefit in node-positive breast cancer. N Engl J Med. 2021;385(25):2336–47.

5. Veronesi U, Paganelli G, Viale G, et al. A randomized comparison of sentinel-node biopsy with routine axillary dissection in breast cancer. N Engl J Med. 2003;349(6):546–53.

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