Development of a novel nomogram-based online tool to predict axillary status after neoadjuvant chemotherapy in cN+ breast cancer: A multicentre study on 1, 950 patients. (December 2021)
- Record Type:
- Journal Article
- Title:
- Development of a novel nomogram-based online tool to predict axillary status after neoadjuvant chemotherapy in cN+ breast cancer: A multicentre study on 1, 950 patients. (December 2021)
- Main Title:
- Development of a novel nomogram-based online tool to predict axillary status after neoadjuvant chemotherapy in cN+ breast cancer: A multicentre study on 1, 950 patients
- Authors:
- Corsi, Fabio
Albasini, Sara
Sorrentino, Luca
Armatura, Giulia
Carolla, Claudia
Chiappa, Corrado
Combi, Francesca
Curcio, Annalisa
Della Valle, Angelica
Ferrari, Guglielmo
Gasparri, Maria Luisa
Gentilini, Oreste
Ghilli, Matteo
Listorti, Chiara
Mancini, Stefano
Marinello, Peter
Meani, Francesco
Mele, Simone
Pertusati, Anna
Roncella, Manuela
Rovera, Francesca
Sgarella, Adele
Tazzioli, Giovanni
Tognali, Daniela
Folli, Secondo - Abstract:
- Abstract: Background: Type of axillary surgery in breast cancer (BC) patients who convert from cN + to ycN0 after neoadjuvant chemotherapy (NAC) is still debated. The aim of the present study was to develop and validate a preoperative predictive nomogram to select those patients with a low risk of residual axillary disease after NAC, in whom axillary surgery could be minimized. Patients and methods: 1950 clinically node-positive BC patients from 11 Breast Units, treated by NAC and subsequent surgery, were included from 2005 to 2020. Patients were divided in two groups: those who achieved nodal pCR vs. those with residual nodal disease after NAC. The cohort was divided into training and validation set with a geographic separation criterion. The outcome was to identify independent predictors of axillary pathologic complete response (pCR). Results: Independent predictive factors associated to nodal pCR were axillary clinical complete response (cCR) after NAC (OR 3.11, p < 0.0001), ER-/HER2+ (OR 3.26, p < 0.0001) or ER+/HER2+ (OR 2.26, p = 0.0002) or ER-/HER2- (OR 1.89, p = 0.009) BC, breast cCR (OR 2.48, p < 0.0001), Ki67 > 14% (OR 0.52, p = 0.0005), and tumor grading G2 (OR 0.35, p = 0.002) or G3 (OR 0.29, p = 0.0003). The nomogram showed a sensitivity of 71% and a specificity of 73% (AUC 0.77, 95%CI 0.75–0.80). After external validation the accuracy of the nomogram was confirmed. Conclusion: The accuracy makes this freely-available, nomogram-based online tool useful toAbstract: Background: Type of axillary surgery in breast cancer (BC) patients who convert from cN + to ycN0 after neoadjuvant chemotherapy (NAC) is still debated. The aim of the present study was to develop and validate a preoperative predictive nomogram to select those patients with a low risk of residual axillary disease after NAC, in whom axillary surgery could be minimized. Patients and methods: 1950 clinically node-positive BC patients from 11 Breast Units, treated by NAC and subsequent surgery, were included from 2005 to 2020. Patients were divided in two groups: those who achieved nodal pCR vs. those with residual nodal disease after NAC. The cohort was divided into training and validation set with a geographic separation criterion. The outcome was to identify independent predictors of axillary pathologic complete response (pCR). Results: Independent predictive factors associated to nodal pCR were axillary clinical complete response (cCR) after NAC (OR 3.11, p < 0.0001), ER-/HER2+ (OR 3.26, p < 0.0001) or ER+/HER2+ (OR 2.26, p = 0.0002) or ER-/HER2- (OR 1.89, p = 0.009) BC, breast cCR (OR 2.48, p < 0.0001), Ki67 > 14% (OR 0.52, p = 0.0005), and tumor grading G2 (OR 0.35, p = 0.002) or G3 (OR 0.29, p = 0.0003). The nomogram showed a sensitivity of 71% and a specificity of 73% (AUC 0.77, 95%CI 0.75–0.80). After external validation the accuracy of the nomogram was confirmed. Conclusion: The accuracy makes this freely-available, nomogram-based online tool useful to predict nodal pCR after NAC, translating the concept of tailored axillary surgery also in this setting of patients. Highlights: Axillary surgery after neoadjuvant chemotherapy in breast cancer is still debated. Several surgical approaches are reported but clear evidences are lacking. Prediction of axillary status after neoadjuvant chemotherapy is a clinical need. An nomogram was developed and validated to preoperatively identify ypN0 patients. This online tool could allow de-escalation of axillary surgery. … (more)
- Is Part Of:
- Breast. Volume 60(2021)
- Journal:
- Breast
- Issue:
- Volume 60(2021)
- Issue Display:
- Volume 60, Issue 2021 (2021)
- Year:
- 2021
- Volume:
- 60
- Issue:
- 2021
- Issue Sort Value:
- 2021-0060-2021-0000
- Page Start:
- 131
- Page End:
- 137
- Publication Date:
- 2021-12
- Subjects:
- Breast cancer -- Neoadjuvant chemotherapy -- Axillary surgery -- Axillary dissection -- Sentinel node biopsy
Breast -- Diseases -- Periodicals
Breast -- Tumors -- Periodicals
Breast -- Periodicals
Electronic journals
Periodicals
616 - Journal URLs:
- http://www.sciencedirect.com/science/journal/09609776 ↗
http://firstsearch.oclc.org ↗
http://firstsearch.oclc.org/journal=0960-9776;screen=info;ECOIP ↗
http://www.harcourt-international.com/journals/brst/ ↗
http://www.clinicalkey.com/dura/browse/journalIssue/09609776 ↗
http://www.clinicalkey.com.au/dura/browse/journalIssue/09609776 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.breast.2021.09.013 ↗
- Languages:
- English
- ISSNs:
- 0960-9776
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
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- British Library DSC - 2277.492700
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