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Published in: Annals of Surgical Oncology 10/2018

01-10-2018 | Breast Oncology

Predicting Non-sentinel Lymph Node Metastases in Patients with a Positive Sentinel Lymph Node After Neoadjuvant Chemotherapy

Authors: Alison U. Barron, MD, Tanya L. Hoskin, MS, Judy C. Boughey, MD

Published in: Annals of Surgical Oncology | Issue 10/2018

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Abstract

Background

The standard of care for breast cancer patients treated with neoadjuvant chemotherapy (NAC) who have a positive sentinel lymph node (+SLN) after NAC is completion axillary lymph node dissection (ALND). This study aimed to develop a nomogram to predict additional nodal disease in patients with +SLN after NAC.

Methods

The study reviewed patients 18 years of age or older who had invasive breast cancer treated with NAC followed by SLN surgery with +SLN and ALND between 2006 and 2017 at the authors’ institution. Factors predictive of positive non-SLNs were analyzed using uni- and multivariable logistic regression.

Results

The study identified 120 patients with +SLN after NAC and ALND. Of these patients, 30.8% were clinically node-negative (cN−), and 69.2% were clinically node-positive (cN+) before NAC. Tumor biology was human epidermal growth factor receptor 2-positive (HER2+) for 20%, hormone receptor-positive (HR+)/HER2− for 66.7%, and triple-negative breast cancer (TNBC) for 13.3% of the patients. Additional nodal disease was found on ALND for 63.3% of the patients. In the univariate analysis, the factors predictive of positive non-SLNs were biologic subtype (TNBC and HR+/HER2− vs HER2+; p < 0.001), higher grade (p = 0.047), higher pT category (p = 0.02), SLN extranodal extension (p = 0.03), larger SLN metastasis size (p < 0.001), and higher number of +SLNs (p = 0.02). The factors significant in the multivariable analysis included number of +SLNs, grade 3 vs grade 1 or 2, HER2+ versus HER2−, cN+ versus cN−, and larger SLN metastasis size. The resulting model showed excellent discrimination (area under the curve, 0.82; 95% confidence interval, 0.74–0.90) and good calibration (p = 0.54, Hosmer–Lemeshow).

Conclusion

A clinical prediction model incorporating biologic subtype, grade, clinical node status, size of the largest SLN metastasis, and number of +SLNs can help physicians and patients estimate the likelihood of additional nodal disease and may be useful for guiding decision making regarding axillary management.
Literature
1.
go back to reference Van Zee KJ, Manasseh DM, Bevilacqua JL, et al. A nomogram for predicting the likelihood of additional nodal metastases in breast cancer patients with a positive sentinel node biopsy. Ann Surg Oncol. 2003;10(10):1140–51.CrossRefPubMed Van Zee KJ, Manasseh DM, Bevilacqua JL, et al. A nomogram for predicting the likelihood of additional nodal metastases in breast cancer patients with a positive sentinel node biopsy. Ann Surg Oncol. 2003;10(10):1140–51.CrossRefPubMed
2.
go back to reference Lambert LA, Ayers GD, Hwang RF, et al. Validation of a breast cancer nomogram for predicting nonsentinel lymph node metastases after a positive sentinel node biopsy. Ann Surg Oncol. 2006;13(3):310–20.CrossRefPubMed Lambert LA, Ayers GD, Hwang RF, et al. Validation of a breast cancer nomogram for predicting nonsentinel lymph node metastases after a positive sentinel node biopsy. Ann Surg Oncol. 2006;13(3):310–20.CrossRefPubMed
3.
go back to reference Mittendorf EA, Hunt KK, Boughey JC, et al. Incorporation of sentinel lymph node metastasis size into a nomogram predicting nonsentinel lymph node involvement in breast cancer patients with a positive sentinel lymph node. Ann Surg. 2012;255(1):109–15.CrossRefPubMed Mittendorf EA, Hunt KK, Boughey JC, et al. Incorporation of sentinel lymph node metastasis size into a nomogram predicting nonsentinel lymph node involvement in breast cancer patients with a positive sentinel lymph node. Ann Surg. 2012;255(1):109–15.CrossRefPubMed
6.
go back to reference Heinze G, Puhr R. Bias-reduced and separation-proof conditional logistic regression with small or sparse data sets. Stat Med. 2010;29(7–8):770–7.CrossRefPubMed Heinze G, Puhr R. Bias-reduced and separation-proof conditional logistic regression with small or sparse data sets. Stat Med. 2010;29(7–8):770–7.CrossRefPubMed
7.
go back to reference Furnival GM, Wilson RW. Regressions by leaps and bounds. J Technometrics. 1974;16(4):499–511.CrossRef Furnival GM, Wilson RW. Regressions by leaps and bounds. J Technometrics. 1974;16(4):499–511.CrossRef
9.
go back to reference Boughey JC, Suman VJ, Mittendorf EA, et al. Sentinel lymph node surgery after neoadjuvant chemotherapy in patients with node-positive breast cancer. The ACOSOG Z1071 (Alliance) clinical trial. JAMA. 2013;310(14):1455–61.CrossRefPubMedPubMedCentral Boughey JC, Suman VJ, Mittendorf EA, et al. Sentinel lymph node surgery after neoadjuvant chemotherapy in patients with node-positive breast cancer. The ACOSOG Z1071 (Alliance) clinical trial. JAMA. 2013;310(14):1455–61.CrossRefPubMedPubMedCentral
10.
go back to reference Kuehn T, Bauerfeind I, Fehm T, et al. Sentinel-lymph-node biopsy in patients with breast cancer before and after neoadjuvant chemotherapy (SENTINA): a prospective, multicentre cohort study. Lancet Oncol. 2013;14(7):609–18.CrossRefPubMed Kuehn T, Bauerfeind I, Fehm T, et al. Sentinel-lymph-node biopsy in patients with breast cancer before and after neoadjuvant chemotherapy (SENTINA): a prospective, multicentre cohort study. Lancet Oncol. 2013;14(7):609–18.CrossRefPubMed
11.
go back to reference Boileau JF, Poirier B, Basik M, et al. Sentinel node biopsy after neoadjuvant chemotherapy in biopsy-proven node-positive breast cancer: the SN FNAC study. J Clin Oncol. 2015;33(3):258–64.CrossRefPubMed Boileau JF, Poirier B, Basik M, et al. Sentinel node biopsy after neoadjuvant chemotherapy in biopsy-proven node-positive breast cancer: the SN FNAC study. J Clin Oncol. 2015;33(3):258–64.CrossRefPubMed
12.
go back to reference Boughey JC, Suman VJ, Mittendorf EA, et al. Factors affecting sentinel lymph node identification rate after neoadjuvant chemotherapy for breast cancer patients enrolled in ACOSOG Z1071 (Alliance). Ann Surg. 2015;261(3):547–52.CrossRefPubMed Boughey JC, Suman VJ, Mittendorf EA, et al. Factors affecting sentinel lymph node identification rate after neoadjuvant chemotherapy for breast cancer patients enrolled in ACOSOG Z1071 (Alliance). Ann Surg. 2015;261(3):547–52.CrossRefPubMed
13.
go back to reference Boughey JC, Ballman KV, Le-Petross HT, et al. Identification and resection of clipped node decreases the false-negative rate of sentinel lymph node surgery in patients presenting with node-positive breast cancer (T0-T4, N1-2) who receive neoadjuvant chemotherapy: results from ACOSOG Z1071 (Alliance). Ann Surg. 2016;263(4):802–7.CrossRefPubMed Boughey JC, Ballman KV, Le-Petross HT, et al. Identification and resection of clipped node decreases the false-negative rate of sentinel lymph node surgery in patients presenting with node-positive breast cancer (T0-T4, N1-2) who receive neoadjuvant chemotherapy: results from ACOSOG Z1071 (Alliance). Ann Surg. 2016;263(4):802–7.CrossRefPubMed
14.
go back to reference Caudle AS, Yang WT, Krishnamurthy S, et al. Improved axillary evaluation following neoadjuvant therapy for patients with node-positive breast cancer using selective evaluation of clipped nodes: implementation of targeted axillary dissection. J Clin Oncol. 2016;34(10):1072–8.CrossRefPubMedPubMedCentral Caudle AS, Yang WT, Krishnamurthy S, et al. Improved axillary evaluation following neoadjuvant therapy for patients with node-positive breast cancer using selective evaluation of clipped nodes: implementation of targeted axillary dissection. J Clin Oncol. 2016;34(10):1072–8.CrossRefPubMedPubMedCentral
16.
go back to reference Jeruss JS, Newman LA, Ayers GD, et al. Factors predicting additional disease in the axilla in patients with positive sentinel lymph nodes after neoadjuvant chemotherapy. Cancer. 2008;112(12):2646–54.CrossRefPubMed Jeruss JS, Newman LA, Ayers GD, et al. Factors predicting additional disease in the axilla in patients with positive sentinel lymph nodes after neoadjuvant chemotherapy. Cancer. 2008;112(12):2646–54.CrossRefPubMed
17.
go back to reference Ryu JM, Lee SK, Kim JY, et al. Predictive factors for nonsentinel lymph node metastasis in patients with positive sentinel lymph nodes after neoadjuvant chemotherapy: nomogram for predicting nonsentinel lymph node metastasis. Clin Breast Cancer. 2017;17(7):550–8.CrossRefPubMed Ryu JM, Lee SK, Kim JY, et al. Predictive factors for nonsentinel lymph node metastasis in patients with positive sentinel lymph nodes after neoadjuvant chemotherapy: nomogram for predicting nonsentinel lymph node metastasis. Clin Breast Cancer. 2017;17(7):550–8.CrossRefPubMed
18.
go back to reference Gimbergues P, Abrial C, Durando X, et al. Clinicopathological factors and nomograms predicting nonsentinel lymph node metastases after neoadjuvant chemotherapy in breast cancer patients. Ann Surg Oncol. 2009;16(7):1946–51.CrossRefPubMed Gimbergues P, Abrial C, Durando X, et al. Clinicopathological factors and nomograms predicting nonsentinel lymph node metastases after neoadjuvant chemotherapy in breast cancer patients. Ann Surg Oncol. 2009;16(7):1946–51.CrossRefPubMed
19.
go back to reference Hwang EF, Krishnamurthy S, Hunt KK, et al. Clinicopathologic factors predicting involvement of nonsentinel axillary nodes in women with breast cancer. Ann Surg Oncol. 2003;10(3):248–54.CrossRefPubMed Hwang EF, Krishnamurthy S, Hunt KK, et al. Clinicopathologic factors predicting involvement of nonsentinel axillary nodes in women with breast cancer. Ann Surg Oncol. 2003;10(3):248–54.CrossRefPubMed
20.
go back to reference Barranger E, Coutant C, Flahault A, Delpech Y, Darai E, Uzan S. An axilla scoring system to predict nonsentinel lymph node status in breast cancer patients with sentinel lymph node involvement. Breast Cancer Res Treat. 2005;91(2):113–9.CrossRefPubMed Barranger E, Coutant C, Flahault A, Delpech Y, Darai E, Uzan S. An axilla scoring system to predict nonsentinel lymph node status in breast cancer patients with sentinel lymph node involvement. Breast Cancer Res Treat. 2005;91(2):113–9.CrossRefPubMed
21.
go back to reference Boughey JC, McCall LM, Ballman KV, et al. Tumor biology correlates with rates of breast-conserving surgery and pathologic complete response after neoadjuvant chemotherapy for breast cancer: findings from the ACOSOG Z1071 (Alliance) prospective multicenter clinical trial. Ann Surg. 2014;260(4):608–14; (discussion 614–6).CrossRefPubMed Boughey JC, McCall LM, Ballman KV, et al. Tumor biology correlates with rates of breast-conserving surgery and pathologic complete response after neoadjuvant chemotherapy for breast cancer: findings from the ACOSOG Z1071 (Alliance) prospective multicenter clinical trial. Ann Surg. 2014;260(4):608–14; (discussion 614–6).CrossRefPubMed
22.
go back to reference Kantor O, Sipsy LM, Yao K, James TA. A predictive model for axillary node pathologic complete response after neoadjuvant chemotherapy for breast cancer. Ann Surg Oncol. 2018;25(5):1304–11.CrossRefPubMed Kantor O, Sipsy LM, Yao K, James TA. A predictive model for axillary node pathologic complete response after neoadjuvant chemotherapy for breast cancer. Ann Surg Oncol. 2018;25(5):1304–11.CrossRefPubMed
Metadata
Title
Predicting Non-sentinel Lymph Node Metastases in Patients with a Positive Sentinel Lymph Node After Neoadjuvant Chemotherapy
Authors
Alison U. Barron, MD
Tanya L. Hoskin, MS
Judy C. Boughey, MD
Publication date
01-10-2018
Publisher
Springer International Publishing
Published in
Annals of Surgical Oncology / Issue 10/2018
Print ISSN: 1068-9265
Electronic ISSN: 1534-4681
DOI
https://doi.org/10.1245/s10434-018-6578-3

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