Literature DB >> 29951604

Impact of receptor phenotype on nodal burden in patients with breast cancer who have undergone neoadjuvant chemotherapy.

M R Boland1, T P McVeigh2, N O'Flaherty2, G Gullo3, M Keane4, C M Quinn5, E W McDermott1, A J Lowery2, M J Kerin2, R S Prichard1.   

Abstract

BACKGROUND: Optimal evaluation and management of the axilla following neoadjuvant chemotherapy (NAC) in patients with node-positive breast cancer remains controversial. The aim of this study was to examine the impact of receptor phenotype in patients with nodal metastases who undergo NAC to see whether this approach can identify those who may be suitable for conservative axillary management.
METHODS: Between 2009 and 2014, all patients with breast cancer and biopsy-proven nodal disease who received NAC were identified from prospectively developed databases. Details of patients who had axillary lymph node dissection (ALND) following NAC were recorded and rates of pathological complete response (pCR) were evaluated for receptor phenotype.
RESULTS: Some 284 patients with primary breast cancer and nodal metastases underwent NAC and subsequent ALND, including two with bilateral disease. The most common receptor phenotype was luminal A (154 of 286 tumours, 53·8 per cent), with lesser proportions accounted for by the luminal B-Her2 type (64, 22·4 per cent), Her2-overexpressing (38, 13·3 per cent) and basal-like, triple-negative (30, 10·5 per cent) subtypes. Overall pCR rates in the breast and axilla were 19·9 per cent (54 of 271 tumours) and 37·4 per cent (105 of 281) respectively. Axillary pCR rates were highest in the Her2-overexpressing group (27 of 35, 77 per cent) and lowest in the luminal A group (35 of 153, 22·9 per cent) (P < 0·001). Nodal burden (median number of positive nodes excised) was lower in the Her2-overexpressing group compared with the luminal A group (0 versus 3; P < 0·001).
CONCLUSION: Her2 positivity was associated with increased rates of axillary pCR and reduced nodal burden following NAC.

Entities:  

Year:  2017        PMID: 29951604      PMCID: PMC5989970          DOI: 10.1002/bjs5.6

Source DB:  PubMed          Journal:  BJS Open        ISSN: 2474-9842


Introduction

The past decade has seen a dramatic increase in the use of chemotherapy before primary surgery in patients with newly diagnosed breast cancer1, 2, 3, 4. Neoadjuvant chemotherapy (NAC) was initially used to downstage large tumours and, if sufficiently successful, to increase rates of breast‐conserving surgery3,5,6. More recently, NAC has been used with the aim of achieving a complete pathological response (pCR)7, 8, 9, 10, 11, 12, 13, which, if identified correctly, might influence further treatment strategies. Axillary nodal status remains one of the most important prognostic indicators in newly diagnosed breast cancer. Decisions regarding the need for axillary lymph node dissection (ALND) and the use of adjuvant treatments for axillary disease are no longer based solely on traditional factors such as tumour stage and lymph node status, but more on a range of characteristics that include receptor phenotype and individualized genomic analysis, which predicts response to such treatments. ALND is currently used primarily to stage the axilla of patients with confirmed nodal disease. The use of ALND to obtain locoregional disease control has been brought into question in the past 10 years with the publication of the American College of Surgeons Oncology Group (ACOSOG) Z011 trial14 indicating that certain patients with nodal metastatic disease do not benefit from completion ALND. Among patients with node‐positive disease diagnosed at the outset, a number of studies15, 16, 17, 18 have attempted to identify individuals who could potentially avoid an ALND after NAC. The ACOSOG Z1071 trial demonstrated that axillary pCR rates after NAC differed significantly based on receptor phenotype, with Her2‐overexpressing tumours most likely to achieve a pCR19. There has been little focus, however, on receptor phenotypes to identify patients receiving NAC who could avoid ALND. Most studies examining such characteristics have looked at pCR as the primary outcome, and few have examined the burden of nodal disease in the axilla after NAC in an attempt to stratify response. It is clear from the ACOSOG Z011 study that a low axillary nodal burden (2 or fewer positive nodes) can signify an excellent prognosis, and using residual nodal burden based on receptor phenotype, and not just pCR, could be important in identifying patients who might avoid ALND after NAC. The aim of this study was to assess differences in axillary nodal burden, pCR rates and residual lymph node ratio (LNR) found on completion ALND between receptor phenotypes in patients with breast cancer undergoing NAC.

Methods

A longitudinal cohort study was undertaken, with retrospective analysis of a prospectively developed histopathological database across two specialist tertiary referral centres in Ireland. All patients managed with chemotherapy before definitive primary breast and axillary surgery following a diagnosis of primary breast cancer (T1–T4) between 2009 and 2014 were included. All patients had cytological or histological confirmation of positive ipsilateral nodal metastatic disease by means of fine‐needle aspiration cytology (FNAC) or core biopsy of radiologically or clinically suspicious nodes, or sentinel lymph node biopsy (SLNB). All patients then received NAC as guided by the treating medical oncologist, with subsequent therapeutic ALND. Patients who underwent SLNB after NAC were excluded. Demographic data and tumour clinicopathological characteristics were recorded for each patient.

Assessment of tumour subtype

Four phenotypes were defined. Patients whose tumours predominantly expressed oestrogen receptors (ERs) and did not overexpress Her2/neu receptors were classified in the luminal A group. In clinical practice, expression of the Her2/neu receptor is frequently used as a surrogate marker of the luminal B subtypes20, and thus patients within the luminal B–Her 2 group demonstrated expression of ERs and Her2/neu receptor overexpression. Patients in the Her2‐overexpressing group demonstrated amplification of Her2/neu receptors, but did not have evidence of ER expression. Basal‐like ‘triple‐negative’ phenotypes did not express oestrogen or Her2/neu receptors. All breast cancers underwent molecular profiling before commencement of NAC. Her2 amplification was defined by a score of 3 or more on immunohistochemical assessment or by amplification on fluorescence in situ hybridization analysis.

Surgery type and quantification of nodal disease

Definitive breast and axillary surgery was performed within 6 weeks of completion of NAC. All patients had repeat imaging and were assessed clinically before the end of the chemotherapeutic regimen. ALND was defined as an anatomical level I and II dissection. Each level was dissected separately. Histopathological dissection of excised nodes involved routine bisection and haematoxylin and eosin staining. Immunohistochemical staining was used in equivocal cases. The total number of nodes excised during ALND and the total number of positive nodes were recorded for all patients. If a patient had SLNB before ALND, this was recorded and included in the total number of nodes excised (but was discounted from analysis of nodal burden following NAC).

Response to neoadjuvant chemotherapy

In the breast and axilla, pCR was defined as the absence of either residual, in situ or invasive disease on haematoxylin and eosin evaluation of the complete resected breast specimen and all sampled regional lymph nodes following completion of NAC21. Pathological response to chemotherapy was assessed in one unit by the method of Sataloff and co‐workers22 and in the other unit using that described by Ogston and colleagues23. For this reason, and for the purposes of this study, pathological response was graded as complete (pCR) or less than complete. pCR within the breast and axillary specimens was recorded separately for each patient when data were complete.

Evaluation of lymph node ratios

The LNR following NAC was defined as the ratio of positive nodes to the total number of nodes excised for each receptor phenotype. LNRs were divided into three categories (0·20 or less, low; 0·21–0·65, intermediate; more than 0·65, high) to identify those likely to have poorer outcomes, as described previously24,25.

Statistical analysis

Data were analysed using SPSS® version 24 (IBM, Armonk, New York, USA). Continuous data were assessed for normality using Kolmogorov–Smirnov tests, with parametric and non‐parametric tests applied as appropriate. Normally distributed data are described as mean(s.d.) and non‐normally distributed data as median (range) values. Univariable analyses of parametric continuous data were performed using the t test for comparisons of two sets of data, and ANOVA for comparisons between more than two groups. Categorical data were compared with the χ2 test. Multivariable analyses were performed using binary logistic regression. All traditional prognostic factors were included in the multivariable analysis to try to account for confounders. Stepwise regression was not applied. For all tests, P < 0·050 was considered statistically significant.

Results

A total of 284 patients with a new diagnosis of primary breast cancer and confirmed ipsilateral axillary metastatic disease received NAC followed by ALND during the study interval. Two patients had bilateral disease, and in these each ALND performed was assessed separately, accounting for a total of 286 cancers. Of the 286 tumours, 241 had a positive finding on ultrasound‐guided FNAC before NAC, and 45 had a positive SLNB result.

Clinicopathological characteristics

The most common pathological tumour subtype was invasive ductal carcinoma (242 tumours, 84·6 per cent), followed by lobular (25, 8·7 per cent) and then mixed/missing/other data (19, 6·6 per cent). With regard to receptor phenotype, 154 tumours (53·8 per cent) were classified luminal A, 64 (22·4 per cent) as luminal B–Her2, 38 (13·3 per cent) as Her2‐overexpressing and 30 (10·5 per cent) as basal‐like. Mean age at diagnosis did not differ significantly between the groups (P = 0·617) (Table  1).
Table 1

Patient and tumour characteristics

All patients (n = 284)Receptor phenotype P
Luminal ALuminal B–Her2Her2‐overexpressingBasal‐like
No. of tumours286154 (53·8)    64 (22·4)  38 (13·3)  30 (10·5)
Age at diagnosis (years)* 50·3(10·8)50·1(10·5)   49·3(10·6)51·1(11·8)52·3(11·2)0·617
Histological type0·060  
Invasive ductal242 (84·6)119 (77·3)  59 (92)37 (97)27 (90)
Invasive lobular25 (8·7)21 (13·6)2 (3)0 (0)2 (7)
Mixed ductolobular12 (4·2)8 (5·2)3 (5)1 (3)0 (0)
Other  3 (1·0)3 (1·9)0 (0)0 (0)0 (0)
Missing  4 (1·4)3 (1·9)0 (0)0 (0)1 (3)
Surgery type0·005  
Breast‐conserving 94 (32·9)42 (27·3)18 (28)17 (45)17 (57)
Mastectomy192 (67·1)112 (72·7)  46 (72)21 (55)13 (43)
AJCC grade0·001  
I10 (3·5)9 (5·8)0 (0)1 (3)0 (0)
II152 (53·1)94 (61·0)34 (53)12 (32)12 (40)
III116 (40·6)45 (29·2)30 (47)24 (63)17 (57)
Missing 8 (2·8)6 (3·9)0 (0)1 (3)1 (3)

Values in parentheses are percentages unless indicated otherwise;

values are mean(s.d.).

χ2 test, except

ANOVA.

Patient and tumour characteristics Values in parentheses are percentages unless indicated otherwise; values are mean(s.d.). χ2 test, except ANOVA. Following NAC, breast‐conserving surgery was performed for 94 tumours (32·9 per cent), with mastectomy for the remaining 192 (67·1 per cent). The proportion undergoing mastectomy compared with breast‐conserving surgery was significantly different across receptor phenotypes, with 72·7 per cent in the luminal A group undergoing mastectomy compared with 72, 55 and 43 per cent in luminal B–Her2, Her2‐overexpressing and basal‐like cohorts respectively (P = 0·005). Wide variation in AJCC tumour grade across receptor phenotype was also appreciated, with luminal A tumours having the lowest proportion of grade III activity (29·2 per cent), compared with rates in the luminal B–Her2 (47 per cent; P = 0·010), Her2‐overexpressing (63 per cent; P < 0·001) and basal‐like (57 per cent; P < 0·001) groups (Table  1). A pCR was noted in 54 of 271 cancers (19·9 per cent) in the breast, compared with 217 (80·1 per cent) with a partial or minimal response (Table  2). The lowest proportion of patients achieving a pCR in the breast was noted in the luminal A group (9 of 147, 6·1 per cent) compared with other phenotypes (P < 0·001). The best response was noted in the Her2‐overexpressing cohort (20 of 35, 57 per cent). The number of patients with a high tumour stage (ypT3–4) was higher in the luminal A group than in the other groups (P = 0·010) (Table  2).
Table 2

Rates of complete pathological response and nodal burden following neoadjuvant chemotherapy

All patients (n = 284)Receptor phenotype P
Luminal ALuminal B–Her2Her2‐overexpressingBasal‐like
No. of tumours286154 (53·8)64 (22·4)38 (13·3)30 (10·5)
Axillary response
No. of nodes excised after NAC* 19 (5–58)19 (5–58)19·5 (6–55)19 (8–39)18 (6–41) 0·761
No. of positive residual nodes at ALND after NAC* 1 (0–27)3 (0–27)1 (0–20)0 (0–4)0 (0–26)< 0·001
010535282715< 0·001
141231332
2–463411255
5–104332803
> 102922304
Missing51031
LNR after NAC* 0·08 (0–1)0·14 (0–1)0·04 (0–1)0 (0–0·27)0 (0–1)< 0·001
Tumour response
pCR – breast54 of 271 (19·9)9 of 147 (6·1)17 of 62 (27)20 of 35 (57)8 of 27 (30)< 0·001
Final T status< 0·001
ypT054917208
ypT168352085
ypT2986120611
ypT34540212
ypT462301
Missing157233

Values in parentheses are percentages unless indicated otherwise;

values are median (range). NAC, neoadjuvant chemotherapy; ALND, axillary lymph node dissection; LNR, lymph node ratio; pCR, complete pathological response.

χ2 test, except

Kruskal–Wallis test.

Rates of complete pathological response and nodal burden following neoadjuvant chemotherapy Values in parentheses are percentages unless indicated otherwise; values are median (range). NAC, neoadjuvant chemotherapy; ALND, axillary lymph node dissection; LNR, lymph node ratio; pCR, complete pathological response. χ2 test, except Kruskal–Wallis test. The median total number of nodes excised during ALND was 19 (range 5–58) across the whole cohort and was not significantly different between receptor phenotypes (P = 0·761). A total of 105 of 281 patients (37·4 per cent) had a pCR in the axilla following NAC, compared with 176 (62·6 per cent) that had at least one lymph node involved with metastatic disease. Data relating to number of residual nodes were missing for five cancers (Table  2). Seventy‐seven per cent (27 of 35) of patients with Her2‐overexpressing tumours had an axillary pCR compared with 22·9 per cent (35 of 153) of those with luminal A (P < 0·001), 44 per cent of those with luminal B–Her2 (28 of 64; P = 0·007) and 52 per cent of those with basal‐like (15 of 29; P = 0·070) subtypes. The median number of positive nodes excised across the entire cohort was 1 (range 0–27). Patients in the luminal A group had a median of 3 (0–27) positive nodes, compared with 1 (0–20) for luminal B–Her2 (P = 0·010), 0 (0–4) for Her2‐overexpressing (P < 0·001) and 0 (0–26) for basal‐like (P < 0·001) subtypes (Table  2). LNRs following NAC were also significantly different amongst the groups. The lowest LNR (median 0 (range 0–0·27)) was found in the Her2‐overexpressing group, and this was significantly different compared with ratios in the luminal A (0·14 (0–1); P < 0·001) and luminal B–Her2 (0·04 (0–1); P = 0·030) groups. Of eight patients in the Her2‐overexpressing group who had residual positive nodes after ALND, seven were found to have low‐risk LNRs with the other patient having an intermediate‐risk LNR. In the luminal A group, of 118 patients found to have a residual burden after NAC, 60 (50·8 per cent) had a low‐risk LNR and 22 (18·6 per cent) had a high‐risk LNR. No patient in the Her2‐overexpressing group had a high‐risk LNR following NAC (Table  3).
Table 3

Lymph node ratio risk categories for each biological subtype

LNR risk categoryReceptor phenotype
Luminal ALuminal B–Her2Her2‐overexpressingBasal‐likeTotal
No. of positive residual nodes35 (22·9)28 (44)27 (77)15 (52) 105 (37·4)
Low risk (≤ 0·20)60 (39·2)23 (36) 7 (20)9 (31)99 (35·2)
Intermediate risk (0·21–0·65)36 (23·5) 8 (13)1 (3)2 (7)  47 (16·7)
High risk (> 0·65)22 (14·4)5 (8)0 (0)3 (10) 30 (10·7)
Total153643529281

Values in parentheses are percentages. LNR, lymph node ratio.

Lymph node ratio risk categories for each biological subtype Values in parentheses are percentages. LNR, lymph node ratio. Univariable and multivariable analyses identified factors that had an independently significant effect on pCR in the breast and axilla. Univariable analysis identified age, tumour grade and receptor subtype as predictors of pCR after NAC in both breast and axilla. In multivariable analysis, when age and grade were accounted for, receptor phenotype was still a significant predictor of pCR in the breast. All three factors were significant in predicting axillary pCR (Table  4).
Table 4

Multivariable logistic regression for prediction of factors associated with complete pathological response in the breast and axilla after neoadjuvant chemotherapy

Breast pCRAxillary pCR
Odds ratio P Odds ratio P
Age0·99 (0·96, 1·02) 0·4900·97 (0·94, 0·99)0·014
Molecular subtype* < 0·001  < 0·001  
Luminal B–Her2* 6·81 (2·29, 20·24)0·0012·38 (1·24, 4·57)0·009
Her2‐overexpressing*  31·93 (10·09, 101·03)< 0·001  7·17 (3·10, 16·58)< 0·001  
Basal‐like* 9·45 (2·80, 31·87)< 0·001  3·15 (1·30, 7·60)0·011
AJCC grade 0·1100·040
II > 10 0000·9990·67 (0·15, 2·93)0·590
III > 10 0000·9991·36 (0·30, 6·07)0·690

Values in parentheses are 95 per cent confidence intervals. pCT, complete pathological response.

Compared with luminal A;

compared with grade I.

Multivariable logistic regression for prediction of factors associated with complete pathological response in the breast and axilla after neoadjuvant chemotherapy Values in parentheses are 95 per cent confidence intervals. pCT, complete pathological response. Compared with luminal A; compared with grade I.

Discussion

This study has shown that patients with breast cancer and histologically confirmed axillary nodal metastatic disease treated with NAC demonstrate differing axillary response rates according to receptor phenotype. In quantifying the numbers of lymph nodes, the study demonstrated that patients with Her2‐overexpressing tumours have a significantly reduced nodal burden after NAC. SLNB after NAC may be considered in this cohort, avoiding the requirement for completion ALND and its associated morbidity. The ACOSOG Z11 study14 questioned the need for ALND in patients with low‐volume axillary metastatic disease. Significant focus has been placed recently on identifying certain patients with more aggressive disease undergoing NAC, who might also avoid ALND. Therefore, the use of SLNB after NAC as a means of reassessing the axilla has been examined. The difficulty with such a diagnostic approach is that previous studies15,26 evaluating the use of SLNB after NAC have documented a false‐negative rate (FNR) greater than 10 per cent. In the SENTINA study15, the FNR was 14·2 per cent in arm C of the trial (patients with clinically node‐positive disease that converted to clinically node‐negative disease after NAC). Similarly, in the ACOSOG Z1071 study26, the FNR was 12·6 per cent in patients with cN1 disease with two or more nodes removed. In that study, the FNR improved to 10·1 per cent when immunohistochemical staining was used to assess the SLNB, and was also influenced by the use of dual tracer techniques and the number of nodes removed. The present study has demonstrated that the majority of patients in the Her2‐overexpressing group with biopsy‐proven axillary disease who subsequently received NAC have two or fewer positive axillary nodes on completion ALND. It seems unlikely likely that, with such a low burden of residual disease in this specific cohort, the FNR would exceed 10 per cent. Trials (ALLIANCE 11202, NSABP‐B51) are currently underway to identify patients with and without residual nodal burden, who may be spared ALND after NAC. The proportion of patients in the present study with no residual metastatic disease in the axilla was 37·4 per cent, compared with 41 per cent in the ACOSOG Z1071 trial16. Eighty‐six per cent (30 of 35) of patients in the Her2‐overexpressing group had either none or only one extra positive node after NAC. It seems reasonable to propose that SLNB following NAC is attempted in order to avoid ALND where a pCR has been obtained. The CTNeoBC pooled analysis27 demonstrated that achieving a pCR correlated with improved survival, with prognostic value being most favourable in the Her2‐overexpressing and basal‐like subtypes, supporting the use of less invasive surgical intervention for patients with these subtypes. Conversely, genomic characterization of Her2‐overexpressing breast cancers can identify somatic events in patients unlikely to achieve a pCR28. These patients are more likely to require more aggressive axillary surgery, similar to those in the luminal A group, in whom response to NAC is less favourable. The present study also showed that the LNR can be used to demonstrate significant differences in response to NAC based on receptor phenotype. Her2‐overexpressing and basal‐like patient groups had a median LNR of 0, indicating the high proportions in both groups that achieved axillary pCR. Providing LNR values for different receptor phenotypes should add to the evidence that certain patients may benefit from a more conservative approach to the axilla after NAC. These results are similar to those of a recent study29 that showed strong associations between low LNRs and improved outcomes in the luminal A, luminal B–Her2 and basal‐like groups. Although that study was unable to identify a correlation in the Her2‐overexpressing group, this was probably due to the inclusion of only 33 patients with this phenotype. In the present study, 19·9 per cent of patients achieved a pCR in the breast with marked differences between the subtypes (57 per cent of the Her2‐overexpressing group, 6·1 per cent in the luminal A group). Patients with Her2 overexpression should be considered for less invasive surgery to both the breast and axilla. Breast‐conserving surgery and SLNB should be considered in patients overexpressing Her2 who have received NAC. This study has a number of limitations. Although the databases were set up prospectively, they were not created specifically for this study. Some differences in the databases existed between the two centres, which account for certain characteristics not being examined between phenotypes. Data were not recorded with respect to locoregional recurrence or overall survival. Details on patients with a partial response in the axilla might also have proved useful to estimate prognosis. Variations in results between this study and other publications probably reflect a lack of standardized pathological reporting of response rates21, although this and other parameters should lend themselves to more reliable comparison following the publication of recent guidelines30.
  30 in total

1.  Pathological complete response in neoadjuvant treatment of breast cancer.

Authors:  Patricia Cortazar; Charles E Geyer
Journal:  Ann Surg Oncol       Date:  2015-03-02       Impact factor: 5.344

Review 2.  Prognostic value of nodal ratios in node-positive breast cancer.

Authors:  Wendy A Woodward; Vincent Vinh-Hung; Naoto T Ueno; Yee Chung Cheng; Melanie Royce; Patricia Tai; Georges Vlastos; Anne Marie Wallace; Gabriel N Hortobagyi; Yago Nieto
Journal:  J Clin Oncol       Date:  2006-06-20       Impact factor: 44.544

3.  St. Gallen 2013: brief preliminary summary of the consensus discussion.

Authors:  Nadia Harbeck; Christoph Thomssen; Michael Gnant
Journal:  Breast Care (Basel)       Date:  2013-05       Impact factor: 2.860

4.  Standardization of pathologic evaluation and reporting of postneoadjuvant specimens in clinical trials of breast cancer: recommendations from an international working group.

Authors:  Elena Provenzano; Veerle Bossuyt; Giuseppe Viale; David Cameron; Sunil Badve; Carsten Denkert; Gaëtan MacGrogan; Frédérique Penault-Llorca; Judy Boughey; Giuseppe Curigliano; J Michael Dixon; Laura Esserman; Gerd Fastner; Thorsten Kuehn; Florentia Peintinger; Gunter von Minckwitz; Julia White; Wei Yang; W Fraser Symmans
Journal:  Mod Pathol       Date:  2015-07-24       Impact factor: 7.842

5.  Genomic characterization of HER2-positive breast cancer and response to neoadjuvant trastuzumab and chemotherapy-results from the ACOSOG Z1041 (Alliance) trial.

Authors:  R Lesurf; O L Griffith; M Griffith; J Hundal; L Trani; M A Watson; R Aft; M J Ellis; D Ota; V J Suman; F Meric-Bernstam; A M Leitch; J C Boughey; G Unzeitig; A U Buzdar; K K Hunt; E R Mardis
Journal:  Ann Oncol       Date:  2017-05-01       Impact factor: 32.976

Review 6.  Pathological complete response and long-term clinical benefit in breast cancer: the CTNeoBC pooled analysis.

Authors:  Patricia Cortazar; Lijun Zhang; Michael Untch; Keyur Mehta; Joseph P Costantino; Norman Wolmark; Hervé Bonnefoi; David Cameron; Luca Gianni; Pinuccia Valagussa; Sandra M Swain; Tatiana Prowell; Sibylle Loibl; D Lawrence Wickerham; Jan Bogaerts; Jose Baselga; Charles Perou; Gideon Blumenthal; Jens Blohmer; Eleftherios P Mamounas; Jonas Bergh; Vladimir Semiglazov; Robert Justice; Holger Eidtmann; Soonmyung Paik; Martine Piccart; Rajeshwari Sridhara; Peter A Fasching; Leen Slaets; Shenghui Tang; Bernd Gerber; Charles E Geyer; Richard Pazdur; Nina Ditsch; Priya Rastogi; Wolfgang Eiermann; Gunter von Minckwitz
Journal:  Lancet       Date:  2014-02-14       Impact factor: 79.321

7.  Sentinel lymph node surgery after neoadjuvant chemotherapy in patients with node-positive breast cancer: the ACOSOG Z1071 (Alliance) clinical trial.

Authors:  Judy C Boughey; Vera J Suman; Elizabeth A Mittendorf; Gretchen M Ahrendt; Lee G Wilke; Bret Taback; A Marilyn Leitch; Henry M Kuerer; Monet Bowling; Teresa S Flippo-Morton; David R Byrd; David W Ollila; Thomas B Julian; Sarah A McLaughlin; Linda McCall; W Fraser Symmans; Huong T Le-Petross; Bruce G Haffty; Thomas A Buchholz; Heidi Nelson; Kelly K Hunt
Journal:  JAMA       Date:  2013-10-09       Impact factor: 56.272

8.  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.

Authors:  Judy C Boughey; Linda M McCall; Karla V Ballman; Elizabeth A Mittendorf; Gretchen M Ahrendt; Lee G Wilke; Bret Taback; A Marilyn Leitch; Teresa Flippo-Morton; Kelly K Hunt
Journal:  Ann Surg       Date:  2014-10       Impact factor: 12.969

9.  Genomic Impact of Neoadjuvant Therapy on Breast Cancer: Incomplete Response is Associated with Altered Diagnostic Gene Signatures.

Authors:  Peter Beitsch; Pat Whitworth; Paul Baron; James Pellicane; Tina Treece; Erin Yoder; Mark Gittleman
Journal:  Ann Surg Oncol       Date:  2016-07-06       Impact factor: 5.344

10.  Response to neoadjuvant therapy and long-term survival in patients with triple-negative breast cancer.

Authors:  Cornelia Liedtke; Chafika Mazouni; Kenneth R Hess; Fabrice André; Attila Tordai; Jaime A Mejia; W Fraser Symmans; Ana M Gonzalez-Angulo; Bryan Hennessy; Marjorie Green; Massimo Cristofanilli; Gabriel N Hortobagyi; Lajos Pusztai
Journal:  J Clin Oncol       Date:  2008-02-04       Impact factor: 44.544

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