Skip to main content
Top
Published in: Annals of Surgical Oncology 11/2010

01-11-2010 | Breast Oncology

Minimal Disease in the Sentinel Lymph Node: How to Best Measure Sentinel Node Micrometastases to Predict Risk of Additional Non-Sentinel Lymph Node Disease

Authors: Shicha Kumar, MD, Matthew Bramlage, MD, Lindsay M. Jacks, MS, Jessica I. Goldberg, BA, Sujata M. Patil, PhD, Dilip D. Giri, MD, Kimberly J. Van Zee, MS, MD

Published in: Annals of Surgical Oncology | Issue 11/2010

Login to get access

Abstract

Background

Volume of disease in the sentinel lymph node (SLN) is a significant predictor of additional nodal metastasis. This study assesses incidence of residual non-SLN disease in a large cohort of women with minimal SLN metastases and compares three methods of SLN micrometastasis volume measurement to determine which best predicts residual disease on completion axillary lymph node dissection (cALND).

Methods

A total of 505 patients with invasive breast cancer and minimal SLN metastasis (pN1mi or pN0(i+)) underwent cALND and had complete data. All SLNs were evaluated by three measurement methods for volume of metastasis: (1) method of detection (frozen section, routine hematoxylin and eosin, serial hematoxylin and eosin, immunohistochemistry), (2) American Joint Committee on Cancer’s AJCC Cancer Staging Manual, 7th edition, N category, and (3) number of metastatic cells (1–100, 101–999, ≥1000). Multivariable logistic regression models were used to predict the presence of additional non-SLN disease.

Results

A total of 251 patients (50%) had pN0(i+) and 254 patients (50%) had pN1mi disease. Twelve percent of those with pN0(i+) and 20% with pN1mi had additional non-SLN disease. On multivariate analyses including eight variables, only lymphovascular invasion (odds ratio >2.2, P < 0.01) and volume of nodal metastasis as assessed by any method of measurement (method of detection, AJCC, and cell count) were significantly correlated with additional non-SLN disease (P = 0.04, 0.03, and 0.02, respectively). All three models had similar goodness of fit and discrimination (Akaike information criterion = 442, 442, 441; −2log likelihood = 416, 420, 417; concordance index = 0.680, 0.675, 0.676, respectively).

Conclusions

A significant proportion of women with minimal SLN metastases have additional non-SLN disease at cALND. Assessments of SLN volume of disease by three different methods of measurement are equivalent for prediction of additional non-SLN metastases.
Literature
1.
go back to reference Giuliano AE, Jones RC, Brennan M, Statman R. Sentinel lymphadenectomy in breast cancer. J Clin Oncol. 1997;15:2345–50.PubMed Giuliano AE, Jones RC, Brennan M, Statman R. Sentinel lymphadenectomy in breast cancer. J Clin Oncol. 1997;15:2345–50.PubMed
2.
go back to reference Chu KU, Turner RR, Hansen NM, et al. Do all patients with sentinel node metastasis from breast carcinoma need complete axillary node dissection? Ann Surg. 1999;229:536–41.CrossRefPubMed Chu KU, Turner RR, Hansen NM, et al. Do all patients with sentinel node metastasis from breast carcinoma need complete axillary node dissection? Ann Surg. 1999;229:536–41.CrossRefPubMed
3.
go back to reference Reynolds C, Mick R, Donohue JH, et al. Sentinel lymph node biopsy with metastasis: can axillary dissection be avoided in some patients with breast cancer? J Clin Oncol. 1999;17:1720–6.PubMed Reynolds C, Mick R, Donohue JH, et al. Sentinel lymph node biopsy with metastasis: can axillary dissection be avoided in some patients with breast cancer? J Clin Oncol. 1999;17:1720–6.PubMed
4.
go back to reference Teng S, Dupont E, McCann C, et al. Do cytokeratin-positive-only sentinel lymph nodes warrant complete axillary lymph node dissection in patients with invasive breast cancer? Am Surg. 2000;66:574–8.PubMed Teng S, Dupont E, McCann C, et al. Do cytokeratin-positive-only sentinel lymph nodes warrant complete axillary lymph node dissection in patients with invasive breast cancer? Am Surg. 2000;66:574–8.PubMed
5.
go back to reference Turner RR, Chu KU, Qi K, et al. Pathologic features associated with nonsentinel lymph node metastases in patients with metastatic breast carcinoma in a sentinel lymph node. Cancer. 2000;89:574–81.CrossRefPubMed Turner RR, Chu KU, Qi K, et al. Pathologic features associated with nonsentinel lymph node metastases in patients with metastatic breast carcinoma in a sentinel lymph node. Cancer. 2000;89:574–81.CrossRefPubMed
6.
go back to reference Abdessalam SF, Zervos EE, Prasad M, et al. Predictors of positive axillary lymph nodes after sentinel lymph node biopsy in breast cancer. Am J Surg. 2001;182:316–20.CrossRefPubMed Abdessalam SF, Zervos EE, Prasad M, et al. Predictors of positive axillary lymph nodes after sentinel lymph node biopsy in breast cancer. Am J Surg. 2001;182:316–20.CrossRefPubMed
7.
go back to reference Kamath VJ, Giuliano R, Dauway EL, et al. Characteristics of the sentinel lymph node in breast cancer predict further involvement of higher-echelon nodes in the axilla: a study to evaluate the need for complete axillary lymph node dissection. Arch Surg. 2001;136:688–92.CrossRefPubMed Kamath VJ, Giuliano R, Dauway EL, et al. Characteristics of the sentinel lymph node in breast cancer predict further involvement of higher-echelon nodes in the axilla: a study to evaluate the need for complete axillary lymph node dissection. Arch Surg. 2001;136:688–92.CrossRefPubMed
8.
go back to reference Rahusen FD, Torrenga H, van Diest PJ, et al. Predictive factors for metastatic involvement of nonsentinel nodes in patients with breast cancer. Arch Surg. 2001;136:1059–63.CrossRefPubMed Rahusen FD, Torrenga H, van Diest PJ, et al. Predictive factors for metastatic involvement of nonsentinel nodes in patients with breast cancer. Arch Surg. 2001;136:1059–63.CrossRefPubMed
9.
go back to reference Viale G, Maiorano E, Mazzarol G, et al. Histologic detection and clinical implications of micrometastases in axillary sentinel lymph nodes for patients with breast carcinoma. Cancer. 2001;92:1378–84.CrossRefPubMed Viale G, Maiorano E, Mazzarol G, et al. Histologic detection and clinical implications of micrometastases in axillary sentinel lymph nodes for patients with breast carcinoma. Cancer. 2001;92:1378–84.CrossRefPubMed
10.
go back to reference Weiser MR, Montgomery LL, Tan LK, et al. Lymphovascular invasion enhances the prediction of non-sentinel node metastases in breast cancer patients with positive sentinel nodes. Ann Surg Oncol. 2001;8:145–9.CrossRefPubMed Weiser MR, Montgomery LL, Tan LK, et al. Lymphovascular invasion enhances the prediction of non-sentinel node metastases in breast cancer patients with positive sentinel nodes. Ann Surg Oncol. 2001;8:145–9.CrossRefPubMed
11.
go back to reference Sachdev U, Murphy K, Derzie A, et al. Predictors of nonsentinel lymph node metastasis in breast cancer patients. Am J Surg. 2002;183:213–7.CrossRefPubMed Sachdev U, Murphy K, Derzie A, et al. Predictors of nonsentinel lymph node metastasis in breast cancer patients. Am J Surg. 2002;183:213–7.CrossRefPubMed
12.
go back to reference Cox CE, Kiluk JV, Riker AI, et al. Significance of sentinel lymph node micrometastases in human breast cancer. J Am Coll Surg. 2008;206:261–8.CrossRefPubMed Cox CE, Kiluk JV, Riker AI, et al. Significance of sentinel lymph node micrometastases in human breast cancer. J Am Coll Surg. 2008;206:261–8.CrossRefPubMed
13.
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;10:1140–51.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;10:1140–51.CrossRefPubMed
14.
go back to reference Hwang RF, Krishnamurthy S, Hunt KK, et al. Clinicopathologic factors predicting involvement of nonsentinel axillary nodes in women with breast cancer. Ann Surg Oncol. 2003;10:248–54.CrossRefPubMed Hwang RF, Krishnamurthy S, Hunt KK, et al. Clinicopathologic factors predicting involvement of nonsentinel axillary nodes in women with breast cancer. Ann Surg Oncol. 2003;10:248–54.CrossRefPubMed
15.
go back to reference Saidi RF, Dudrick PS, Remine SG, Mittal VK. Nonsentinel lymph node status after positive sentinel lymph node biopsy in early breast cancer. Am Surg. 2004;70:101–5.PubMed Saidi RF, Dudrick PS, Remine SG, Mittal VK. Nonsentinel lymph node status after positive sentinel lymph node biopsy in early breast cancer. Am Surg. 2004;70:101–5.PubMed
16.
go back to reference Barranger E, Coutant C, Flahault A, et al. An axilla scoring system to predict non-sentinel lymph node status in breast cancer patients with sentinel lymph node involvement. Breast Cancer Res Treat. 2005;91:113–9.CrossRefPubMed Barranger E, Coutant C, Flahault A, et al. An axilla scoring system to predict non-sentinel lymph node status in breast cancer patients with sentinel lymph node involvement. Breast Cancer Res Treat. 2005;91:113–9.CrossRefPubMed
17.
go back to reference Degnim AC, Reynolds C, Pantvaidya G, et al. Nonsentinel node metastasis in breast cancer patients: assessment of an existing and a new predictive nomogram. Am J Surg. 2005;190:543–50.CrossRefPubMed Degnim AC, Reynolds C, Pantvaidya G, et al. Nonsentinel node metastasis in breast cancer patients: assessment of an existing and a new predictive nomogram. Am J Surg. 2005;190:543–50.CrossRefPubMed
18.
go back to reference Viale G, Maiorano E, Pruneri G, et al. Predicting the risk for additional axillary metastases in patients with breast carcinoma and positive sentinel lymph node biopsy. Ann Surg. 2005;241:319–25.CrossRefPubMed Viale G, Maiorano E, Pruneri G, et al. Predicting the risk for additional axillary metastases in patients with breast carcinoma and positive sentinel lymph node biopsy. Ann Surg. 2005;241:319–25.CrossRefPubMed
19.
go back to reference Pal A, Provenzano E, Duffy SW, Pinder SE, Purushotham AD. A model for predicting non-sentinel lymph node metastatic disease when the sentinel lymph node is positive. Br J Surg. 2008;95:302–9.CrossRefPubMed Pal A, Provenzano E, Duffy SW, Pinder SE, Purushotham AD. A model for predicting non-sentinel lymph node metastatic disease when the sentinel lymph node is positive. Br J Surg. 2008;95:302–9.CrossRefPubMed
20.
go back to reference Kohrt HE, Olshen RA, Bermas HR et al (2008) New models and online calculator for predicting non-sentinel lymph node status in sentinel lymph node positive breast cancer patients. BMC Cancer. 8:66.CrossRefPubMed Kohrt HE, Olshen RA, Bermas HR et al (2008) New models and online calculator for predicting non-sentinel lymph node status in sentinel lymph node positive breast cancer patients. BMC Cancer. 8:66.CrossRefPubMed
21.
go back to reference Houvenaeghel G, Nos C, Giard S, et al. A nomogram predictive of non-sentinel lymph node involvement in breast cancer patients with a sentinel lymph node micrometastasis. Eur J Surg Oncol. 2009;35:690–5.PubMed Houvenaeghel G, Nos C, Giard S, et al. A nomogram predictive of non-sentinel lymph node involvement in breast cancer patients with a sentinel lymph node micrometastasis. Eur J Surg Oncol. 2009;35:690–5.PubMed
22.
go back to reference Greene FL, Page DL, Fleming ID, et al. Breast. In: Greene FL, Page DL, Fleming ID, et al, eds. AJCC cancer staging manual, 6th ed. New York: Springer, 2002:221–40. Greene FL, Page DL, Fleming ID, et al. Breast. In: Greene FL, Page DL, Fleming ID, et al, eds. AJCC cancer staging manual, 6th ed. New York: Springer, 2002:221–40.
23.
go back to reference Wong SL, Edwards MJ, Chao C, et al. Predicting the status of the nonsentinel axillary nodes: a multicenter study. Arch Surg. 2001;136:563–8.CrossRefPubMed Wong SL, Edwards MJ, Chao C, et al. Predicting the status of the nonsentinel axillary nodes: a multicenter study. Arch Surg. 2001;136:563–8.CrossRefPubMed
24.
go back to reference Mignotte H, Treilleux I, Faure C, Nessah K, Bremond A. Axillary lymph-node dissection for positive sentinel nodes in breast cancer patients. Eur J Surg Oncol. 2002;28:623–6.CrossRefPubMed Mignotte H, Treilleux I, Faure C, Nessah K, Bremond A. Axillary lymph-node dissection for positive sentinel nodes in breast cancer patients. Eur J Surg Oncol. 2002;28:623–6.CrossRefPubMed
25.
go back to reference Jakub JW, Diaz NM, Ebert MD, et al. Completion axillary lymph node dissection minimizes the likelihood of false negatives for patients with invasive breast carcinoma and cytokeratin positive only sentinel lymph nodes. Am J Surg. 2002;184:302–6.CrossRefPubMed Jakub JW, Diaz NM, Ebert MD, et al. Completion axillary lymph node dissection minimizes the likelihood of false negatives for patients with invasive breast carcinoma and cytokeratin positive only sentinel lymph nodes. Am J Surg. 2002;184:302–6.CrossRefPubMed
26.
go back to reference Tan LK, Giri D, Hummer AJ, et al. Occult axillary node metastases in breast cancer are prognostically significant: results in 368 node-negative patients with 20-year follow-up. J Clin Oncol. 2008;26:1803–9.CrossRefPubMed Tan LK, Giri D, Hummer AJ, et al. Occult axillary node metastases in breast cancer are prognostically significant: results in 368 node-negative patients with 20-year follow-up. J Clin Oncol. 2008;26:1803–9.CrossRefPubMed
27.
go back to reference Meric F, Buchholz TA, Mirza NQ, et al. Long-term complications associated with breast-conservation surgery and radiotherapy. Ann Surg Oncol. 2002;9:543–9.CrossRefPubMed Meric F, Buchholz TA, Mirza NQ, et al. Long-term complications associated with breast-conservation surgery and radiotherapy. Ann Surg Oncol. 2002;9:543–9.CrossRefPubMed
28.
go back to reference Roberts CA, Beitsch PD, Litz CE, et al. Interpretive disparity among pathologists in breast sentinel lymph node evaluation. Am J Surg. 2003;186:324–9.CrossRefPubMed Roberts CA, Beitsch PD, Litz CE, et al. Interpretive disparity among pathologists in breast sentinel lymph node evaluation. Am J Surg. 2003;186:324–9.CrossRefPubMed
29.
go back to reference Cserni G, Amendoeira I, Apostolikas N, et al. Discrepancies in current practice of pathological evaluation of sentinel lymph nodes in breast cancer. Results of a questionnaire based survey by the European Working Group for Breast Screening Pathology. J Clin Pathol. 2004;57:695–701.CrossRefPubMed Cserni G, Amendoeira I, Apostolikas N, et al. Discrepancies in current practice of pathological evaluation of sentinel lymph nodes in breast cancer. Results of a questionnaire based survey by the European Working Group for Breast Screening Pathology. J Clin Pathol. 2004;57:695–701.CrossRefPubMed
30.
go back to reference Cserni G, Bianchi S, Boecker W, et al. Improving the reproducibility of diagnosing micrometastases and isolated tumor cells. Cancer. 2005;103:358–67.CrossRefPubMed Cserni G, Bianchi S, Boecker W, et al. Improving the reproducibility of diagnosing micrometastases and isolated tumor cells. Cancer. 2005;103:358–67.CrossRefPubMed
31.
go back to reference Turner RR, Weaver DL, Cserni G, et al. Nodal stage classification for breast carcinoma: improving interobserver reproducibility through standardized histologic criteria and image-based training. J Clin Oncol. 2008;26:258–63.CrossRefPubMed Turner RR, Weaver DL, Cserni G, et al. Nodal stage classification for breast carcinoma: improving interobserver reproducibility through standardized histologic criteria and image-based training. J Clin Oncol. 2008;26:258–63.CrossRefPubMed
32.
go back to reference Edge SB, Byrd DR, Compton CC, et al. AJCC cancer staging manual, 7th ed. New York: Springer, 2010. Edge SB, Byrd DR, Compton CC, et al. AJCC cancer staging manual, 7th ed. New York: Springer, 2010.
34.
go back to reference Park J, Fey JV, Naik AM, et al. A declining rate of completion axillary dissection in sentinel lymph node-positive breast cancer patients is associated with the use of a multivariate nomogram. Ann Surg. 2007;245:462–8.CrossRefPubMed Park J, Fey JV, Naik AM, et al. A declining rate of completion axillary dissection in sentinel lymph node-positive breast cancer patients is associated with the use of a multivariate nomogram. Ann Surg. 2007;245:462–8.CrossRefPubMed
35.
go back to reference Bilimoria KY, Bentrem DJ, Hansen NM, et al. Comparison of sentinel lymph node biopsy alone and completion axillary lymph node dissection for node-positive breast cancer. J Clin Oncol. 2009;27:2946–53.CrossRefPubMed Bilimoria KY, Bentrem DJ, Hansen NM, et al. Comparison of sentinel lymph node biopsy alone and completion axillary lymph node dissection for node-positive breast cancer. J Clin Oncol. 2009;27:2946–53.CrossRefPubMed
36.
go back to reference Cserni G, Gregori D, Merletti F, et al. Meta-analysis of non-sentinel node metastases associated with micrometastatic sentinel nodes in breast cancer. Br J Surg. 2004;91:1245–52.CrossRefPubMed Cserni G, Gregori D, Merletti F, et al. Meta-analysis of non-sentinel node metastases associated with micrometastatic sentinel nodes in breast cancer. Br J Surg. 2004;91:1245–52.CrossRefPubMed
37.
go back to reference van Deurzen CH, de Boer M, Monninkhof EM, et al. Non-sentinel lymph node metastases associated with isolated breast cancer cells in the sentinel node. J Natl Cancer Inst. 2008;100:1574–80.CrossRefPubMed van Deurzen CH, de Boer M, Monninkhof EM, et al. Non-sentinel lymph node metastases associated with isolated breast cancer cells in the sentinel node. J Natl Cancer Inst. 2008;100:1574–80.CrossRefPubMed
38.
go back to reference Cody HS 3rd, Borgen PI. State-of-the-art approaches to sentinel node biopsy for breast cancer: study design, patient selection, technique, and quality control at Memorial Sloan-Kettering Cancer Center. Surg Oncol. 1999;8:85–91.CrossRefPubMed Cody HS 3rd, Borgen PI. State-of-the-art approaches to sentinel node biopsy for breast cancer: study design, patient selection, technique, and quality control at Memorial Sloan-Kettering Cancer Center. Surg Oncol. 1999;8:85–91.CrossRefPubMed
39.
go back to reference Smidt ML, Kuster DM, van der Wilt GJ, Thunnissen FB, Van Zee KJ, Strobbe LJ. Can the Memorial Sloan-Kettering Cancer Center nomogram predict the likelihood of nonsentinel lymph node metastases in breast cancer patients in the Netherlands? Ann Surg Oncol. 2005;12:1066–72.CrossRefPubMed Smidt ML, Kuster DM, van der Wilt GJ, Thunnissen FB, Van Zee KJ, Strobbe LJ. Can the Memorial Sloan-Kettering Cancer Center nomogram predict the likelihood of nonsentinel lymph node metastases in breast cancer patients in the Netherlands? Ann Surg Oncol. 2005;12:1066–72.CrossRefPubMed
40.
go back to reference Soni NK, Carmalt HL, Gillett DJ, Spillane AJ. Evaluation of a breast cancer nomogram for prediction of non-sentinel lymph node positivity. Eur J Surg Oncol. 2005;31:958–64.CrossRefPubMed Soni NK, Carmalt HL, Gillett DJ, Spillane AJ. Evaluation of a breast cancer nomogram for prediction of non-sentinel lymph node positivity. Eur J Surg Oncol. 2005;31:958–64.CrossRefPubMed
41.
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;13:310–20.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;13:310–20.CrossRefPubMed
42.
go back to reference Cripe MH, Beran LC, Liang WC, Sickle-Santanello BJ. The likelihood of additional nodal disease following a positive sentinel lymph node biopsy in breast cancer patients: validation of a nomogram. Am J Surg. 2006;192:484–7.CrossRefPubMed Cripe MH, Beran LC, Liang WC, Sickle-Santanello BJ. The likelihood of additional nodal disease following a positive sentinel lymph node biopsy in breast cancer patients: validation of a nomogram. Am J Surg. 2006;192:484–7.CrossRefPubMed
43.
go back to reference Alran S, De Rycke Y, Fourchotte V, et al. Validation and limitations of use of a breast cancer nomogram predicting the likelihood of non-sentinel node involvement after positive sentinel node biopsy. Ann Surg Oncol. 2007;14:2195–201.CrossRefPubMed Alran S, De Rycke Y, Fourchotte V, et al. Validation and limitations of use of a breast cancer nomogram predicting the likelihood of non-sentinel node involvement after positive sentinel node biopsy. Ann Surg Oncol. 2007;14:2195–201.CrossRefPubMed
44.
go back to reference Cserni G. Comparison of different validation studies on the use of the Memorial-Sloan Kettering Cancer Center nomogram predicting nonsentinel node involvement in sentinel node–positive breast cancer patients. Am J Surg. 2007;194:699–700.CrossRefPubMed Cserni G. Comparison of different validation studies on the use of the Memorial-Sloan Kettering Cancer Center nomogram predicting nonsentinel node involvement in sentinel node–positive breast cancer patients. Am J Surg. 2007;194:699–700.CrossRefPubMed
45.
go back to reference Dauphine CE, Haukoos JS, Vargas MP, et al. Evaluation of three scoring systems predicting non sentinel node metastasis in breast cancer patients with a positive sentinel node biopsy. Ann Surg Oncol. 2007;14:1014–9.CrossRefPubMed Dauphine CE, Haukoos JS, Vargas MP, et al. Evaluation of three scoring systems predicting non sentinel node metastasis in breast cancer patients with a positive sentinel node biopsy. Ann Surg Oncol. 2007;14:1014–9.CrossRefPubMed
46.
go back to reference Ponzone R, Maggiorotto F, Mariani L, et al. Comparison of two models for the prediction of nonsentinel node metastases in breast cancer. Am J Surg. 2007;193:686–92.CrossRefPubMed Ponzone R, Maggiorotto F, Mariani L, et al. Comparison of two models for the prediction of nonsentinel node metastases in breast cancer. Am J Surg. 2007;193:686–92.CrossRefPubMed
47.
go back to reference Zgajnar J, Perhavec A, Hocevar M, et al. Low performance of the MSKCC nomogram in preoperatively ultrasonically negative axillary lymph node in breast cancer patients. J Surg Oncol. 2007;96:547–53.CrossRefPubMed Zgajnar J, Perhavec A, Hocevar M, et al. Low performance of the MSKCC nomogram in preoperatively ultrasonically negative axillary lymph node in breast cancer patients. J Surg Oncol. 2007;96:547–53.CrossRefPubMed
48.
go back to reference Klar M, Jochmann A, Foeldi M, et al. The MSKCC nomogram for prediction the likelihood of non-sentinel node involvement in a German breast cancer population. Breast Cancer Res Treat. 2008;112:523–31.CrossRefPubMed Klar M, Jochmann A, Foeldi M, et al. The MSKCC nomogram for prediction the likelihood of non-sentinel node involvement in a German breast cancer population. Breast Cancer Res Treat. 2008;112:523–31.CrossRefPubMed
49.
go back to reference Poirier E, Sideris L, Dube P, Drolet P, Meterissian SH. Analysis of clinical applicability of the breast cancer nomogram for positive sentinel lymph node: the Canadian experience. Ann Surg Oncol. 2008;15:2562–7.CrossRefPubMed Poirier E, Sideris L, Dube P, Drolet P, Meterissian SH. Analysis of clinical applicability of the breast cancer nomogram for positive sentinel lymph node: the Canadian experience. Ann Surg Oncol. 2008;15:2562–7.CrossRefPubMed
50.
go back to reference Unal B, Gur AS, Kayiran O, et al. Models for predicting non-sentinel lymph node positivity in sentinel node positive breast cancer: the importance of scoring system. Int J Clin Pract. 2008;62:1785–91.CrossRefPubMed Unal B, Gur AS, Kayiran O, et al. Models for predicting non-sentinel lymph node positivity in sentinel node positive breast cancer: the importance of scoring system. Int J Clin Pract. 2008;62:1785–91.CrossRefPubMed
51.
go back to reference Amanti C, Lombardi A, Maggi S, et al. Is complete axillary dissection necessary for all patients with positive findings on sentinel lymph node biopsy? Validation of a breast cancer nomogram for predicting the likelihood of a non-sentinel lymph node. Tumori. 2009;95:153–5.PubMed Amanti C, Lombardi A, Maggi S, et al. Is complete axillary dissection necessary for all patients with positive findings on sentinel lymph node biopsy? Validation of a breast cancer nomogram for predicting the likelihood of a non-sentinel lymph node. Tumori. 2009;95:153–5.PubMed
52.
go back to reference Coufal O, Pavlik T, Fabian P, et al. Predicting non-sentinel lymph node status after positive sentinel biopsy in breast cancer: what model performs the best in a Czech population? Pathol Oncol Res. 2009;15:733–40.CrossRefPubMed Coufal O, Pavlik T, Fabian P, et al. Predicting non-sentinel lymph node status after positive sentinel biopsy in breast cancer: what model performs the best in a Czech population? Pathol Oncol Res. 2009;15:733–40.CrossRefPubMed
53.
go back to reference Coutant C, Olivier C, Lambaudie E, et al. Comparison of models to predict nonsentinel lymph node status in breast cancer patients with metastatic sentinel lymph nodes: a prospective multicenter study. J Clin Oncol. 2009;27:2800–8.CrossRefPubMed Coutant C, Olivier C, Lambaudie E, et al. Comparison of models to predict nonsentinel lymph node status in breast cancer patients with metastatic sentinel lymph nodes: a prospective multicenter study. J Clin Oncol. 2009;27:2800–8.CrossRefPubMed
54.
go back to reference Ramjeesingh R, Quan ML, Gardner S, Holloway CM. Prediction of involvement of sentinel and nonsentinel lymph nodes in a Canadian population with breast cancer. Can J Surg. 2009;52:23–30.PubMed Ramjeesingh R, Quan ML, Gardner S, Holloway CM. Prediction of involvement of sentinel and nonsentinel lymph nodes in a Canadian population with breast cancer. Can J Surg. 2009;52:23–30.PubMed
55.
go back to reference van la Parra RF, Ernst MF, Bevilacqua JL, et al. Validation of a nomogram to predict the risk of nonsentinel lymph node metastases in breast cancer patients with a positive sentinel node biopsy: validation of the MSKCC breast nomogram. Ann Surg Oncol. 2009;16:1128–35.CrossRef van la Parra RF, Ernst MF, Bevilacqua JL, et al. Validation of a nomogram to predict the risk of nonsentinel lymph node metastases in breast cancer patients with a positive sentinel node biopsy: validation of the MSKCC breast nomogram. Ann Surg Oncol. 2009;16:1128–35.CrossRef
56.
go back to reference Dowlatshahi K, Fan M, Bloom KJ, et al. Occult metastases in the sentinel lymph nodes of patients with early stage breast carcinoma: a preliminary study. Cancer. 1999;86:990–6.CrossRefPubMed Dowlatshahi K, Fan M, Bloom KJ, et al. Occult metastases in the sentinel lymph nodes of patients with early stage breast carcinoma: a preliminary study. Cancer. 1999;86:990–6.CrossRefPubMed
57.
go back to reference Houvenaeghel G, Nos C, Mignotte H, et al. Micrometastases in sentinel lymph node in a multicentric study: predictive factors of nonsentinel lymph node involvement—Groupe des Chirurgiens de la Federation des Centres de Lutte Contre le Cancer. J Clin Oncol. 2006;24:1814–22.CrossRefPubMed Houvenaeghel G, Nos C, Mignotte H, et al. Micrometastases in sentinel lymph node in a multicentric study: predictive factors of nonsentinel lymph node involvement—Groupe des Chirurgiens de la Federation des Centres de Lutte Contre le Cancer. J Clin Oncol. 2006;24:1814–22.CrossRefPubMed
58.
go back to reference Cody HSI. How do we evaluate sentinel nodes and interpret the findings? Curr Breast Cancer Rep. 2009;1:12–20.CrossRef Cody HSI. How do we evaluate sentinel nodes and interpret the findings? Curr Breast Cancer Rep. 2009;1:12–20.CrossRef
59.
go back to reference Cserni G, Bianchi S, Vezzosi V, et al. Variations in sentinel node isolated tumour cells/micrometastasis and non-sentinel node involvement rates according to different interpretations of the TNM definitions. Eur J Cancer. 2008;44:2185–91.CrossRefPubMed Cserni G, Bianchi S, Vezzosi V, et al. Variations in sentinel node isolated tumour cells/micrometastasis and non-sentinel node involvement rates according to different interpretations of the TNM definitions. Eur J Cancer. 2008;44:2185–91.CrossRefPubMed
60.
go back to reference Rockhill B, Spiegelman D, Byrne C, Hunter DJ, Colditz GA. Validation of the Gail et al. model of breast cancer risk prediction and implications for chemoprevention. J Natl Cancer Inst. 2001;93:358–66.CrossRefPubMed Rockhill B, Spiegelman D, Byrne C, Hunter DJ, Colditz GA. Validation of the Gail et al. model of breast cancer risk prediction and implications for chemoprevention. J Natl Cancer Inst. 2001;93:358–66.CrossRefPubMed
61.
go back to reference Brennan MF, Kattan MW, Klimstra D, Conlon K. Prognostic nomogram for patients undergoing resection for adenocarcinoma of the pancreas. Ann Surg. 2004;240:293–8.CrossRefPubMed Brennan MF, Kattan MW, Klimstra D, Conlon K. Prognostic nomogram for patients undergoing resection for adenocarcinoma of the pancreas. Ann Surg. 2004;240:293–8.CrossRefPubMed
62.
go back to reference Goldstein LJ, Gray R, Badve S, et al. Prognostic utility of the 21-gene assay in hormone receptor-positive operable breast cancer compared with classical clinicopathologic features. J Clin Oncol. 2008;26:4063–71.CrossRefPubMed Goldstein LJ, Gray R, Badve S, et al. Prognostic utility of the 21-gene assay in hormone receptor-positive operable breast cancer compared with classical clinicopathologic features. J Clin Oncol. 2008;26:4063–71.CrossRefPubMed
63.
go back to reference Kattan MW, Gonen M, Jarnagin WR, et al. A nomogram for predicting disease-specific survival after hepatic resection for metastatic colorectal cancer. Ann Surg. 2008;247:282–7.CrossRefPubMed Kattan MW, Gonen M, Jarnagin WR, et al. A nomogram for predicting disease-specific survival after hepatic resection for metastatic colorectal cancer. Ann Surg. 2008;247:282–7.CrossRefPubMed
64.
go back to reference Mook S, Schmidt MK, Rutgers EJ, et al. Calibration and discriminatory accuracy of prognosis calculation for breast cancer with the online Adjuvant! program: a hospital-based retrospective cohort study. Lancet Oncol. 2009;10:1070–6.CrossRefPubMed Mook S, Schmidt MK, Rutgers EJ, et al. Calibration and discriminatory accuracy of prognosis calculation for breast cancer with the online Adjuvant! program: a hospital-based retrospective cohort study. Lancet Oncol. 2009;10:1070–6.CrossRefPubMed
65.
go back to reference Specht MC, Kattan MW, Gonen M, Fey J, Van Zee KJ. Predicting nonsentinel node status after positive sentinel lymph biopsy for breast cancer: clinicians versus nomogram. Ann Surg Oncol. 2005;12:654–9.CrossRefPubMed Specht MC, Kattan MW, Gonen M, Fey J, Van Zee KJ. Predicting nonsentinel node status after positive sentinel lymph biopsy for breast cancer: clinicians versus nomogram. Ann Surg Oncol. 2005;12:654–9.CrossRefPubMed
66.
go back to reference Nos C, Harding-MacKean C, Freneaux P, et al. Prediction of tumour involvement in remaining axillary lymph nodes when the sentinel node in a woman with breast cancer contains metastases. Br J Surg. 2003;90(11):1354–60.CrossRefPubMed Nos C, Harding-MacKean C, Freneaux P, et al. Prediction of tumour involvement in remaining axillary lymph nodes when the sentinel node in a woman with breast cancer contains metastases. Br J Surg. 2003;90(11):1354–60.CrossRefPubMed
67.
go back to reference Dabbs DJ, Fung M, Landsittel D, McManus K, Johnson R. Sentinel lymph node micrometastasis as a predictor of axillary tumor burden. Breast J. 2004;10:101–5.CrossRefPubMed Dabbs DJ, Fung M, Landsittel D, McManus K, Johnson R. Sentinel lymph node micrometastasis as a predictor of axillary tumor burden. Breast J. 2004;10:101–5.CrossRefPubMed
68.
go back to reference Fleming FJ, Kavanagh D, Crotty TB, et al. Factors affecting metastases to non-sentinel lymph nodes in breast cancer. J Clin Pathol. 2004;57:73–6.CrossRefPubMed Fleming FJ, Kavanagh D, Crotty TB, et al. Factors affecting metastases to non-sentinel lymph nodes in breast cancer. J Clin Pathol. 2004;57:73–6.CrossRefPubMed
69.
go back to reference Menes TS, Tartter PI, Mizrachi H, et al. Breast cancer patients with pN0(i+) and pN1(mi) sentinel nodes have high rate of nonsentinel node metastases. J Am Coll Surg. 2005;200:323–7.CrossRefPubMed Menes TS, Tartter PI, Mizrachi H, et al. Breast cancer patients with pN0(i+) and pN1(mi) sentinel nodes have high rate of nonsentinel node metastases. J Am Coll Surg. 2005;200:323–7.CrossRefPubMed
70.
go back to reference Gipponi M, Canavese G, Lionetto R, et al. The role of axillary lymph node dissection in breast cancer patients with sentinel lymph node micrometastases. Eur J Surg Oncol. 2006;32:143–7.CrossRefPubMed Gipponi M, Canavese G, Lionetto R, et al. The role of axillary lymph node dissection in breast cancer patients with sentinel lymph node micrometastases. Eur J Surg Oncol. 2006;32:143–7.CrossRefPubMed
71.
go back to reference Katz A, Niemierko A, Gage I, et al. Can axillary dissection be avoided in patients with sentinel lymph node metastasis? J Surg Oncol. 2006;93:550–8.CrossRefPubMed Katz A, Niemierko A, Gage I, et al. Can axillary dissection be avoided in patients with sentinel lymph node metastasis? J Surg Oncol. 2006;93:550–8.CrossRefPubMed
72.
go back to reference van Rijk MC, Peterse JL, Nieweg OE, et al. Additional axillary metastases and stage migration in breast cancer patients with micrometastases or submicrometastases in sentinel lymph nodes. Cancer. 2006;107:467–71.CrossRefPubMed van Rijk MC, Peterse JL, Nieweg OE, et al. Additional axillary metastases and stage migration in breast cancer patients with micrometastases or submicrometastases in sentinel lymph nodes. Cancer. 2006;107:467–71.CrossRefPubMed
73.
go back to reference Reed J, Rosman M, Verbanac KM, et al. Prognostic implications of isolated tumor cells and micrometastases in sentinel nodes of patients with invasive breast cancer: 10-year analysis of patients enrolled in the prospective East Carolina University/Anne Arundel Medical Center Sentinel Node Multicenter Study. J Am Coll Surg. 2009;208:333–40.CrossRefPubMed Reed J, Rosman M, Verbanac KM, et al. Prognostic implications of isolated tumor cells and micrometastases in sentinel nodes of patients with invasive breast cancer: 10-year analysis of patients enrolled in the prospective East Carolina University/Anne Arundel Medical Center Sentinel Node Multicenter Study. J Am Coll Surg. 2009;208:333–40.CrossRefPubMed
74.
go back to reference Clarke M, Collins R, Darby S, et al. Effects of radiotherapy and of differences in the extent of surgery for early breast cancer on local recurrence and 15-year survival: an overview of the randomised trials. Lancet. 2005;366(9503):2087–106.PubMed Clarke M, Collins R, Darby S, et al. Effects of radiotherapy and of differences in the extent of surgery for early breast cancer on local recurrence and 15-year survival: an overview of the randomised trials. Lancet. 2005;366(9503):2087–106.PubMed
75.
go back to reference Naik AM, Fey J, Gemignani M, et al. The risk of axillary relapse after sentinel lymph node biopsy for breast cancer is comparable with that of axillary lymph node dissection: a follow-up study of 4008 procedures. Ann Surg. 2004;240:462–8.CrossRefPubMed Naik AM, Fey J, Gemignani M, et al. The risk of axillary relapse after sentinel lymph node biopsy for breast cancer is comparable with that of axillary lymph node dissection: a follow-up study of 4008 procedures. Ann Surg. 2004;240:462–8.CrossRefPubMed
76.
go back to reference Galimberti V. International Breast Cancer Study Group trial of sentinel node biopsy. J Clin Oncol. 2006;24:210–1.CrossRefPubMed Galimberti V. International Breast Cancer Study Group trial of sentinel node biopsy. J Clin Oncol. 2006;24:210–1.CrossRefPubMed
77.
go back to reference Olson JA Jr, McCall LM, Beitsch P, et al. Impact of immediate versus delayed axillary node dissection on surgical outcomes in breast cancer patients with positive sentinel nodes: results from American College of Surgeons Oncology Group trials Z0010 and Z0011. J Clin Oncol. 2008;26:3530–5.CrossRefPubMed Olson JA Jr, McCall LM, Beitsch P, et al. Impact of immediate versus delayed axillary node dissection on surgical outcomes in breast cancer patients with positive sentinel nodes: results from American College of Surgeons Oncology Group trials Z0010 and Z0011. J Clin Oncol. 2008;26:3530–5.CrossRefPubMed
78.
go back to reference Rutgers EJ, Meijnen P, Bonnefoi H. Clinical trials update of the European Organization for Research and Treatment of Cancer Breast Cancer Group. Breast Cancer Res. 2004;6:165–9.CrossRefPubMed Rutgers EJ, Meijnen P, Bonnefoi H. Clinical trials update of the European Organization for Research and Treatment of Cancer Breast Cancer Group. Breast Cancer Res. 2004;6:165–9.CrossRefPubMed
Metadata
Title
Minimal Disease in the Sentinel Lymph Node: How to Best Measure Sentinel Node Micrometastases to Predict Risk of Additional Non-Sentinel Lymph Node Disease
Authors
Shicha Kumar, MD
Matthew Bramlage, MD
Lindsay M. Jacks, MS
Jessica I. Goldberg, BA
Sujata M. Patil, PhD
Dilip D. Giri, MD
Kimberly J. Van Zee, MS, MD
Publication date
01-11-2010
Publisher
Springer-Verlag
Published in
Annals of Surgical Oncology / Issue 11/2010
Print ISSN: 1068-9265
Electronic ISSN: 1534-4681
DOI
https://doi.org/10.1245/s10434-010-1115-z

Other articles of this Issue 11/2010

Annals of Surgical Oncology 11/2010 Go to the issue