Literature DB >> 28090417

Pattern of Local Recurrence and Distant Metastasis in Breast Cancer By Molecular Subtype.

Xingrao Wu1, Ayesha Baig2, Goulnar Kasymjanova3, Kamran Kafi2, Christina Holcroft4, Hind Mekouar2, Annie Carbonneau2, Boris Bahoric2, Khalil Sultanem2, Thierry Muanza2.   

Abstract

BACKGROUND AND
PURPOSE: No longer considered a single disease entity, breast cancer is being classified into several distinct molecular subtypes based on gene expression profiling. These subtypes appear to carry prognostic implications and have the potential to be incorporated into treatment decisions. In this study, we evaluated patterns of local recurrence (LR), distant metastasis (DM), and association of survival with molecular subtype in breast cancer patients in the post-adjuvant radiotherapy setting.
MATERIAL AND METHODS: The medical records of 1,088 consecutive, non-metastatic breast cancer patients treated at a single institution between 2004 and 2012 were reviewed. Estrogen/progesterone receptors (ER/PR) and human epidermal growth factor receptor-2 (HER2) enrichment were evaluated by immunohistochemistry. Patients were categorized into one of four subtypes: luminal-A (LA; ER/PR+, HER2-, Grade 1-2), luminal-B (LB; ER/PR+, HER2-, Grade > 2), HER2 over-expression (HER2; ER/PR-, HER2+), and triple negative (TN; ER/PR-, HER2-). 
Results:  The median follow-up time was 6.9 years. During the follow-up, 16% (174/1,088) of patients failed initial treatment and developed either LR (48) or DM (126). The prevalence of LR was the highest in TN (12%) and the lowest in LA (2%). Breast or chest wall relapse was the most frequent site (≈80%) of recurrence in LA, LB, and HER2 subtypes, whereas the regional lymph nodes and chest wall were the common sites of relapse in the TN group (50.0%). DM rates were 6.4% in LA, 12.1% in LB, 19.2% in HER2, and 27.4% in TN subgroups. Five-year survival rates were 84%, 83%, 84%, and 77% in the LA, LB, HER2 and TN subgroups, respectively. There was a statistically significant association between survival and molecular subtypes in an univariate analysis. In the adjusted multivariate analysis, the following variables were independent prognostic factors for survival: T stage, N stage, and molecular subtype.
CONCLUSIONS: Of the four subtypes, the LA subtype tends to have the best prognosis, fairly high survival, and low recurrent or metastases rates. The TN and HER2 subtypes of breast cancer were associated with significantly poorer overall survival and prone to earlier recurrence and metastases. Our results demonstrate a significant association between molecular subtype and survival. The risk of death and relapse/metastases increases fewfold in TN compared to LA. Future prospective studies are warranted and could ultimately lead to the tailoring of adjuvant radiotherapy treatment fields based on both molecular subtype and the more conventional clinicopathologic characteristics.

Entities:  

Keywords:  breast cancer; molecular subtype; pattern; recurrence

Year:  2016        PMID: 28090417      PMCID: PMC5222631          DOI: 10.7759/cureus.924

Source DB:  PubMed          Journal:  Cureus        ISSN: 2168-8184


Introduction

Breast cancer (BC) is a heterogeneous disease with widely varying clinical behaviors and treatment responses, despite similarities in standard clinicopathologic characteristics, such as the histological type, tumour size, lymph node status, lymphovascular space invasion, and grade. This diversity in natural history may reflect the underlying molecular biology of the disease. Four major molecular subtypes of BC have been elucidated through gene expression profiling and include luminal-A (LA), luminal-B (LB), human epidermal growth factor receptor-2-enriched (HER2), and basal subtypes [1-3]. Because gene expression profiling is resource intensive and not currently feasible for routine use, BC molecular subtypes can be approximated by standard immunohistochemical features with the LA subtype representing hormone receptor-positive tumours with low proliferative activity, the LB subtype representing hormone receptor-positive tumours with high proliferative activity, the HER2 subtype representing HER2+ tumours, and the basal subtype representing triple negative (TN) disease with no expression of hormone receptors or HER2 [4]. Molecular subtypes in BC have been correlated with differences in recurrence rates and survival. Typically, LA subtypes have the most favourable outcomes and TN subtypes experience higher rates of locoregional recurrence and DM, as well as lower survival rates. Controversies with regard to the optimal locoregional management of BC exist, and molecular subtypes are being increasingly considered for prognostication and therapy decisions [1, 4-5]. With the prognostic information garnered from molecular subtype analyses, there is potential to further refine and personalize treatment for BC patients. A key component in tailoring treatment based on molecular subtype is the better understanding of their patterns of local, regional, and distant recurrence. This study evaluated the pattern of recurrence and disease-free and overall survival by molecular subtype in patients with newly diagnosed BC patients treated with either breast-conserving therapy or mastectomy and adjuvant radiotherapy.

Materials and methods

Patients

The medical records of female histologically-confirmed breast cancer patients treated with radiation therapy at the Jewish General Hospital between 2004 and 2012 were retrospectively reviewed. Stage 4 patients were excluded. All patients underwent nodal staging and received external beam radiotherapy (EBRT) with a dose of 42-50 Gy in 16-25 fractions. In addition, patients aged 60 years or younger and/or patients with positive surgical margins or margins less than 2 mm were prescribed a boost, consisting of an additional 10-15 Gy in four to six fractions, to the tumor bed. Clinicopathologic and treatment information were collected and included age, stage, histology, margin status (< 3 mm vs. ≥ 3 mm), and radiotherapy and systemic treatment details. The Jewish General Hospital Ethics Review Board approved this retrospective study (approval # CR1366). Informed patient consent was obtained at the time of treatment.

Molecular subtype categorization

Molecular subtypes were approximated using hormone receptor status, HER-2 status, and histologic grade. Patients were categorized into four subtype groups: LA (ER/PR+, HER2-, Grade 1-2) LB (ER/PR+, HER2-, Grade > 2); HER2+ (ER/PR+ or ER/PR-, HER-2+); and TN (ER/PR-, HER2-). ER/PR status was determined on the basis of immunohistochemistry (IHC) staining. Tumours were considered HER2+ if they scored 3+ on IHC or if they were 2+ on IHC and demonstrated HER2 amplification on fluorescence in situ hybridization (FISH) [4]. The histologic grade was used as an approximation of the tumour proliferation marker Ki67 [6].

Follow-up and study end points

Follow-up started on the day of pathology-proven diagnosis and ended on the date the patient was last observed or the date of death. The database was frozen for the statistical analyses on October 2014. Patients who were alive at end of the study or lost to follow-up were censored. One thousand and eighty-eight out of 1,189 patients were included in this analysis. The two primary variables of interest were locoregional recurrence (LRR) and distance metastasis (DM). Patterns of LRR were evaluated and were categorized as local breast/chest wall recurrence and regional lymph node recurrence (axillary, supraclavicular, internal mammary, contralateral). DM was categorized as lung, liver, brain, and bone. Study end points were defined as: - Overall survival (OS) was defined as the time from the diagnosis to death from any cause - Progression-free survival (PFS) was defined as the time from the diagnosis to recurrence and/or metastasis, whichever is the earliest. - Local recurrence-free survival (LRFS) defined as a time elapse between diagnosis and recurrence or death dates - Distant metastasis-free survival (DMFS) is defined as a time elapsed between diagnosis and metastasis or death dates.

Statistics

The demographic and clinical characteristics of patients in different molecular subtypes were first examined using Pearson c2 tests for categorical variables and ANOVA test for continuous variables. The Kaplan-Meier analysis was used for OS, LRFS, and DMFS with a log-rank test to assess the significance of molecular subtypes for those three outcome variables. The effect of significant clinicodemographic variables on the outcome (OS) was analyzed in univariate Cox regression analysis. The variables assessed in the univariate analysis were age, menopausal status, stage (T&N), tumor grade, histology, chemotherapy, radiation therapy (RT) boost, and molecular subtypes. In the multivariate Cox regression analysis, we adjusted the outcome for the variables that were significant in the univariate analysis: stage (T&N), chemotherapy, grade, and molecular subtypes. A p-value of < 0.05 was considered significant. Hazard ratios and 95% CI were calculated for each variable in the model. All analyses were performed using the Statistical Package for Social Sciences (SPSS) 17.0 (IBM SPSS Statistics, Armonk, NY).

Results

A cohort of 1,189 consecutive female patients with breast cancer diagnosed between 2004 and 2012 was identified. In all, 101 patients were excluded from the analysis because of missing molecular subtype information. Therefore, 1,088 patients were available for analyses. The minimum follow-up was 10 months with a median follow-up of 6.9 years. During the follow-up, 80 patients died, eight were lost to follow-up, 48 patients relapsed, and 126 developed distant metastases. All patients received EBRT ± boost RT. For systemic treatment, 63% of patients received cytotoxic chemotherapy, 71.8% received hormonal therapy, and 12.1% of received trastuzumab (Table 1).
Table 1

Clinicopathologic Characteristics of Patients

1 - Mixed = lobular+ductal, lobular+DCIS, ductal+DCIS

2 - Others = tubular, medullar, and mucinous

3 - Boost = radiation boost to breast surgical cavity

DCIS: ductal carcinoma in situ; DM: distant metastasis; HER2: human epidermal growth factor receptor-2; LA: luminal-A; LB: luminal-B; LR: local recurrence; SD: standard deviation; TN: triple negative

Covariates Total % L A % L B % HER2 % TN % P value
  N=1088 100  N=644 59 N=173 16 N=125  12 N=146 13  
Age                     <0.001
Mean + SD (years)        59.1±12   60.6±12   57.4±13   57.0+2   56.6+13    
Age at diagnosis                     0.013
≤ 44     139 12.7 66 10.2 28 16.2 18 14 27 18.5  
> 44 949 87.3 578 89.8 145 83.8 107 86 119 81.5  
Menopausal status                     0.005
Pre-menopausal 277 25.5 139 21.6 52 30.0 41 33.0 45 31.0  
Post-menopausal 809 74.5 504 78.4 121 70.0 83 67.0 101 69.0  
T stage                     <0.001
  T1          625 57.4 432 67.3 69 39.9 61 42.8 61 41.8  
  T2                              361 33.2 163 25.3 81 46.8 53 42.4 64 43.8  
  T3 62 5.7 33 5.1 11 6.4 5 4.0 13 8.9  
  T4 40 3.7 14 2.2 12 6.9 6 4.8 8 5.5  
N-stage                     0.001
  N0 750 68.9 500 77.6 93 53.8 63 50.4 94 64.4  
  N1 244 22.4 101 15.7 60 34.7 49 39.2 34 23.3  
  N2 83 7.6 38 5.9 18 10.4 13 10.4 14 9.6  
  N3 11 1.0 5 0.8 2 1.2 0 0 4 2.7  
TNM Stage                     <0.001
  I 547 50.3 393 61.0 57 33.0 48 38.4 49 33.5  
  II 399 36.7 191 29.7 59 49.0 59 47.2 64 43.9  
  III 142 13.0 60 9.3 18 18.0 18 14.4 33 22.6  
Tumor grade                     <0.001
  1-2 729 47.3 642 100 0 0 54 43.2 32 22.9  
  3 355 42.7 40 68.1 173 100 71 56.8 110 77.1  
Histology Type                     <0.001
  Invasive lobular                     129 11.9 102 15.8 13 7.5 7 5.6 7 4.8  
  Invasive ductal 890 81.8 490 76.0 154 89.0 111 88.8 135 92.4  
  Mixed1 40 3.7 30 4.7 4 2.3 5 4.0 1 0.6  
  Others2 29 2.6 22 3.5 2 1.2 2 1.6 3 2.2  
Surgical                     0.152
  Lumpectomy 981 90.0 588 91.3 148 85.5 114 91.2 131 89.7  
  Mastectomy                                                  107 10.0 56 8.7 25 14.5 11 8.8 15 10.3  
Resection margin                     0.735
  Negative 1046 96.1 616 95.7 167 96.5 122 97.6 141 96.6  
  Positive 42 3.9 28 4.3. 6 3.5 3 2.4 5 3.4  
Margin distance                     0.646
  ≤ 3mm                   923 88.8 542 84.2 146 84.4 106 84.8 129 84.8  
  > 3mm              165 15.2 102 15.8. 27 15.2 19 15.2 17 15.2  
Chemotherapy                     <0.001
  Neoadjuvant 108 9.9 44 6.8 17 9.8 19 15.2 28 19.2  
  Adjuvant 578 53.1 294 45.7 117 67.6 76 60.8 91 62.3  
  None 402 36.9 306 47.5 39 22.5 30 24.0 27 18.5  
Hormonal therapy                     <0.001
  Yes 781 71.8 554 86.0 155 89.6 69 55.2 3 2.1  
  No 307 28.2 90 14.0 18 10.4 56 44.8 143 97.9  
Herceptin therapy                     <0.001
  Yes 140 12.9 15 2.3 19 89.0 104 83.2 2 1.4  
  No 948 87.1 629 97.7 154 11.0 21 16.2 144 98.6  
Radiation (RT)                     <0.001
  Boost3 533 51.0 302 46.9 83 48.0 65 52.0 80 54.8  
  No boost 555 49.0 342 53.1 90 52.0 60 48.0 66 45.2  
LR 48 4.4 13 2.0 7 4.0 10 8.0 18 12.0 <0.001
DM 126 11.6 41 6.4 21 12.1 24 19.2 40 27.4 <0.001
Death 80 7.4 25 3.9 11 6.4 12 9.7 32 21.9 <0.001

Clinicopathologic Characteristics of Patients

1 - Mixed = lobular+ductal, lobular+DCIS, ductal+DCIS 2 - Others = tubular, medullar, and mucinous 3 - Boost = radiation boost to breast surgical cavity DCIS: ductal carcinoma in situ; DM: distant metastasis; HER2human epidermal growth factor receptor-2; LA: luminal-A; LB: luminal-B; LR: local recurrence; SD: standard deviation; TN: triple negative The prevalence of different molecular subtypes was: LA - 644 (59%), LB - 173 (16%), TN - 146 (13%), and HER2 - 125 (12%). Table 1 presents baseline characteristics of molecular subtypes. In our cohort, TN tumors, when compared to other subtypes, occurred more often in younger women, in a more advanced stage, and more often invasive ductal histology with Grade 3 tumor. Sixteen percent of patients (174/1,088) failed initial treatment and developed either recurrence (48) or distal metastasis (126) (Figure 1).
Figure 1

Failure Rate (Local Recurrence + Distal Metastases) Among Different Groups of Molecular Subtypes

The failure rate was the highest in TN tumors. Detailed rates of LR and DM are shown in Table 2.
Table 2

Recurrence and Distant Metastasis by Molecular Subtypes

HER2: human epidermal growth factor receptor-2; HR: hazard ratio; LA: luminal-A; LB: luminal-B; TN: triple negative

Recurrence Pattern LA% LB% HER2% TN% P value
  N = 12 N = 6 N = 10 N = 18  
Breast 5 (41.7)   2 (33.3) 5 (50.0) 2 (11.1) 0.451
Chest wall 5 (41.7)   32 (50.0) 3 (30.0) 7 (38.9)  
Ipsilateral lymph nodes                  1 (8.3) 1 (16.7) 2 (20.0) 8 (44.4)  
Internal mammary nodes 1 (8.3) 0 (0.0) 0 (0) 1 (5.6)  
Contralateral 0 0 (9.0) 0 (0) 0 (0.0)  
Metastasis pattern LA% LB% HER2% TN% P value
  N = 40 N = 21 N = 25 N = 40  
Bone 22 (55.0) 9 (42.9) 9 (36.0) 10 (25.0) 0.379
Lung 11 (27.5) 8 (38.1) 8 (32.0) 17 (42.5)  
Brain 1 (2.5) 3 (14.3) 5 (20.0) 7 (17.5)  
Liver 4 (10.0) 1 (4.8) 2 (8.0) 3 (7.5)  
Others  2 (5.0) 0 1 (4.0) 3 (7.5)  

Recurrence and Distant Metastasis by Molecular Subtypes

HER2human epidermal growth factor receptor-2; HR: hazard ratio; LA: luminal-A; LB: luminal-B; TN: triple negative Of the four subtypes, the highest LR rate was among TN patients - 12% (18/146), followed by HER2 - 8% (10/125), then by LB - 4% (7/173). Luminal A tumors tend to have the lowest LR rate - 2% (13/644). The most common sites of LR were breast and chest wall (32/48), followed by regional lymph nodes (16/48) for LA, LB, and HER2 with breast and chest wall being about 80% of recurrence. However, for TN, the rate of recurrence in regional lymph nodes increased up to 50%. The prevalence of DM was highest among TN - 27.4% (40/146) as well, followed by HER2 - 19.2% (24/125), then by LB - 12.1% (21/173). LA had the lowest rate of DM - 6.4 % (41/644) (p < 0.001). The most common sites of DM were bone (39%) and lung (35%) for all four subtypes (Table 2). Prevalence of brain, liver, and pelvis metastasis was higher in TN and HER2 groups when compared to LA and LB (Table 2). Five-year survival rates were 84% for LA, 83% for LB, 84% for TN, and 77% for HER2 subtypes. There was a statistically significant association between survival and molecular subtypes in an unadjusted analysis (Figures 2-5).
Figure 2

Overall Survival by Molecular Subtypes (p

Figure 5

Progression-Free Survival by Molecular Subtypes (p

PFS = progression-free survival 

Local Recurrence-Free Survival by Subtypes (p

LRFS = local recurrence-free survival

Distant Metastasis-Free Survival by Molecular Subtypes (p

DMFS = distant metastasis-free survival

Progression-Free Survival by Molecular Subtypes (p

PFS = progression-free survival The medians for OS, PFS, LRFS, and DMFS were not reached. However, in all four endpoints, the survival was significantly shorter for TN compared to LA and LB subtypes (p < 0.001). Furthermore, the LA subtype had the best survival outcome in all endpoints (p < 0.001). In the adjusted multivariate analysis, the following variables were independent prognostic factors for survival: T stage, N stage, and molecular subtype (Table 3).
Table 3

Cox Regression Analysis for OS, LRFS, and DMFS

OS: overall survival; LRFS: local recurrence-free survival; DMFS: distant metastasis-free survival; HR: hazard ratio

  OS LRFS DMFS
Covariates Hazard  ratio 95% CI P-value HR 95% CI P-value HR 95% CI P-value
TStage 1.41 1.04 - 1.91 0.027 1.154 0.86 - 1.54 0.327 1.808 1.43 - 2.29 < 0.001
N Stage 1.802 1.38 - 2.35 < 0.001 1.64 1.29 - 2.09 < 0.001 1.892 1.53 - 2.34 < 0.001
Grade 1.27 0.732 - 2.21 0.393 1.19 0.73 - 1.94 0.487 1.105 0.706 - 1.730 0.661
Molecular Type 1.737 1.39 - 2.17 < 0.001 1.66 1.36 - 2.02 < 0.001 1.644 1.371 - 1.973 < 0.001

Cox Regression Analysis for OS, LRFS, and DMFS

OS: overall survival; LRFS: local recurrence-free survival; DMFS: distant metastasis-free survival; HR: hazard ratio An increase of T Stage from 1 to 4 increases hazard rate six-fold and a change from N0 to N3 increases hazard ratio more than seven-fold. Hazard ratio (HR) increased by 40% for LB, 2.5-fold for HER2, and close to five-fold for TN subtypes when compared to LA.

Discussion

The identification of multiple molecular subtypes of breast cancer has allowed investigators to compare clinical BC outcomes amongst these subgroups. Many studies have demonstrated different recurrence and survival rates between subtypes [7-16]. In this retrospective review, we analyzed the post-radiotherapy pattern of failure and clinical outcome in a cohort of 1,088 patients. As expected, the most prevalent molecular subtype was LA, which is comparable to the Korean and Brazilian cohorts previously reported [8, 10]. Of the four subtypes, the LA subtype tends to have the best prognosis, fairly high survival, and low recurrent or metastases rates. The TN and HER2 subtypes of breast cancer were associated with a significantly poorer overall survival and prone to earlier recurrence and metastases. Our results demonstrate a significant association between molecular subtype and survival. The risk of death and relapse/metastases increases fewfold in TN compared to LA. Future prospective studies are warranted and could ultimately lead to the tailoring of adjuvant radiotherapy treatment fields based on both molecular subtype and the more conventional clinicopathologic characteristics. When we investigated these four breast cancer molecular subtypes with regard to patients’ age, the TN subtype tend to occur more often in younger women (< 45), which is consistent with the findings of Noh and Carey who reported the triple negative and HER2 subtype were more common in the young age group of African-American and Asian patients [9, 12]. The failure rate in our cohort was relatively low and comparable to 13.8% reported by Zhang, et al. [14]. Of the four subtypes, LA tends to have the lowest failure rate with low rates of local recurrence and distant metastasis. This could be due to fact that LA subtypes are usually ER+ and treatment for these tumors often includes hormone therapy [3, 17]. The TN and HER2 subtypes, on the contrary, were associated with higher rates of local recurrence and higher distant metastasis rates than LA subtypes, which is different from other studies showing that the TN and HER2 subtypes are not at significantly increased risk for local or local regional recurrence [8-9, 18-19] (Table 4).
Table 4

Local Recurrence Difference in Molecular Subtypes

HER2: human epidermal growth factor receptor-2; LA: luminal-A; LB: luminal-B; LR: local recurrence; SS: statistically significant; TN: triple negative; RR: recurrence rate

 

Author (Ref. #) Publish Year Number of patients Median Follow-up (Years)  Local Recurrence Rate % P - value
Haffty [7] 2006 482 7.9 TN: 17; Non-TN: 17 0.823
Dent [18] 2007 1601 8.1 TN: 13; Non-TN: 12 0.77
Freedman [19] 2009 753 5 TN: 3.2; Luminal: 2.3; HER2: 4.6 0.36
Ewan Millar [20] 2009 498 7 TN: 17.3; LA: 5.1; LB: 8.7; HER2: 15.4 0.012
Gabos [21] 2010 618 4.8 HER2: HR 11.13; 95% CI 2.78 - 44.53; TN: HR 4.72; 95% CI 1.53 - 14.52 SS
Kennecke [15] 2010 2,985 12 TN: 14; LA: 8; LB: 10; HER2: 21 0.005
Noh [9] 2011 596 6.6 Luminal: 4.1%, TN: 7.0%, HER2: 10.1% 0.151
Lowery [22] 2012 12,592 4.8 Luminal: RR 0.34; 95% CI 0.26 - 0.45); TN: RR 0.38; 95% CI 0.23 - 0.61); HER2: RR 1.44; 95% CI 1.06 - 1.95) SS
Muanza [16] 2013 993 4.3 LA: 1.8; LB: 7.4; HER2: 6.8; TN: 11.4 0.001

Local Recurrence Difference in Molecular Subtypes

HER2human epidermal growth factor receptor-2; LA: luminal-A; LB: luminal-B; LR: local recurrence; SS: statistically significant; TN: triple negative; RR: recurrence rate For luminal B, our data is consistent with that reported by Tran, et al. with regards to the higher rate of local recurrence and distant relapse to bone and lung [13]. Breast or chest wall relapse was the most frequent site of local recurrence among LA - 61.5% (8/13), LB - 66.7% (4/6), and HER2 - 66.7% (2/3) groups. In contrast, regional lymph node relapse was the most common site of recurrence in 60.0% of TN cases (9/15). Bone was the most common site of DM in LA (41.7%), while LB and TN subtypes were most associated with lung metastasis (57.1% and 36.7%, respectively). The TN subtype was also associated with a relatively high proportion of brain metastasis at 33.3% (9/30). However, in the HER2 group, an even higher ratio of brain metastasis (50%) was observed and represented the most common site of DM in this group. This may be caused by trastuzumab’s inability to cross the blood-brain barrier and is compatible with Gabos’ report [21]. There was no statistical difference between sites of recurrence and metastasis, likely due to the relatively small number of events. However, it has been reported in other studies that LA and TN were respectively associated with bone metastasis and with visceral metastasis [19, 21]. To our knowledge, this study is the first to report that TN is associated with a higher incidence of regional lymph node recurrence. This could be of clinical significance and consideration whether to adjust radiation fields to cover regional lymph nodes is warranted, although other series have not shown a TN subtype association with higher regional lymph node involvement [20, 23-24]. Lowery’s recent review reports that patients with TN and HER2 breast tumors are at increased risk of developing LRR following breast-conserving therapy (BCT) or mastectomy [22]. Breast cancer subtypes should be taken into account when considering local control and potentially identify those at increased risk of LRR, who may benefit from a more aggressive local treatment. Another interesting finding in our series was that internal mammary lymph node involvement was also more commonly observed in the TN group - 33.3% (3/9). It begs the question as to whether we should consider internal mammary lymph node prophylactic irradiation in the TN subtype; however, additional prospective data is still needed to support this. The MA.20 randomized clinical trial demonstrated that adjuvant regional nodal irradiation reduces locoregional and distant recurrences and improves disease-free survival (DFS) with a trend to also improve OS in high-risk lymph node negative or node positive breast cancer treated with breast-conserving surgery and adjuvant systemic therapies [25]. The secondary analysis of this randomized trial database of more than 1,800 patients based on constructed molecular subtypes could provide additional information regarding the value of regional adjuvant radiotherapy for TN breast cancer patients. Although a boost to the surgical bed did not show a benefit with regard to overall survival for TN patients, our multivariate analysis revealed a benefit in local control (p = 0.049), similar to the one reported by Abdulkarim, et al. [26]. We have demonstrated that the molecular subtype was the most significant factor associated with survival, with the TN subtype being the least favorable one. Braunstein, et al. reported similar results for disease-free survival in patients with locoregional recurrence after breast-conserving therapy [27]. In 82 patients with local recurrence, the risk of dying increased 4.5 folds in TN compared to the Luminal A subtype. Probable explanations for increased risk in TN subtype include ineffectiveness of hormonal therapy or HER2-directed agents. The shortcomings of our research are that this is a retrospective study. In addition, the follow-up period of this cohort is relatively short with a low event rate. Our ongoing follow-up with the cohort would overcome this limitation and allow an examination of the long-term implications of different molecular subtypes on the survival and the pattern of recurrence of breast cancer patients.

Conclusions

Of the four subtypes, the LA subtype tends to have the best prognosis, fairly high survival, and low recurrent or metastases rates. The TN and HER2 subtypes of breast cancer were associated with significantly poorer overall survival and were prone to earlier recurrence and metastases. Our results demonstrate a significant association between molecular subtype and survival. The risk of death and relapse/metastases increases fewfold in TN compared to LA. Future prospective studies are warranted and could ultimately lead to the tailoring of adjuvant radiotherapy treatment fields based on both the molecular subtype and the more conventional clinicopathologic characteristics.
  26 in total

1.  Gene expression profiling predicts clinical outcome of breast cancer.

Authors:  Laura J van 't Veer; Hongyue Dai; Marc J van de Vijver; Yudong D He; Augustinus A M Hart; Mao Mao; Hans L Peterse; Karin van der Kooy; Matthew J Marton; Anke T Witteveen; George J Schreiber; Ron M Kerkhoven; Chris Roberts; Peter S Linsley; René Bernards; Stephen H Friend
Journal:  Nature       Date:  2002-01-31       Impact factor: 49.962

2.  Ki-67 as a prognostic marker according to breast cancer subtype and a predictor of recurrence time in primary breast cancer.

Authors:  Reiki Nishimura; Tomofumi Osako; Yasuhiro Okumura; Mitsuhiro Hayashi; Yasuo Toyozumi; Nobuyuki Arima
Journal:  Exp Ther Med       Date:  2010-07-21       Impact factor: 2.447

3.  Outcome following local-regional recurrence in women with early-stage breast cancer: impact of biologic subtype.

Authors:  Lior Z Braunstein; Andrzej Niemierko; Mina N Shenouda; Linh Truong; Betro T Sadek; Rita Abi Raad; Julia S Wong; Rinaa S Punglia; Alphonse G Taghian; Jennifer R Bellon
Journal:  Breast J       Date:  2015-01-06       Impact factor: 2.431

4.  The triple negative paradox: primary tumor chemosensitivity of breast cancer subtypes.

Authors:  Lisa A Carey; E Claire Dees; Lynda Sawyer; Lisa Gatti; Dominic T Moore; Frances Collichio; David W Ollila; Carolyn I Sartor; Mark L Graham; Charles M Perou
Journal:  Clin Cancer Res       Date:  2007-04-15       Impact factor: 12.531

5.  Prognostic significance of human epidermal growth factor receptor positivity for the development of brain metastasis after newly diagnosed breast cancer.

Authors:  Zsolt Gabos; Richie Sinha; John Hanson; Nitin Chauhan; Judith Hugh; John R Mackey; Bassam Abdulkarim
Journal:  J Clin Oncol       Date:  2006-11-13       Impact factor: 44.544

6.  Molecular portraits of human breast tumours.

Authors:  C M Perou; T Sørlie; M B Eisen; M van de Rijn; S S Jeffrey; C A Rees; J R Pollack; D T Ross; H Johnsen; L A Akslen; O Fluge; A Pergamenschikov; C Williams; S X Zhu; P E Lønning; A L Børresen-Dale; P O Brown; D Botstein
Journal:  Nature       Date:  2000-08-17       Impact factor: 49.962

7.  Regional Nodal Irradiation in Early-Stage Breast Cancer.

Authors:  Timothy J Whelan; Ivo A Olivotto; Wendy R Parulekar; Ida Ackerman; Boon H Chua; Abdenour Nabid; Katherine A Vallis; Julia R White; Pierre Rousseau; Andre Fortin; Lori J Pierce; Lee Manchul; Susan Chafe; Maureen C Nolan; Peter Craighead; Julie Bowen; David R McCready; Kathleen I Pritchard; Karen Gelmon; Yvonne Murray; Judy-Anne W Chapman; Bingshu E Chen; Mark N Levine
Journal:  N Engl J Med       Date:  2015-07-23       Impact factor: 91.245

8.  Immunohistochemical and clinical characterization of the basal-like subtype of invasive breast carcinoma.

Authors:  Torsten O Nielsen; Forrest D Hsu; Kristin Jensen; Maggie Cheang; Gamze Karaca; Zhiyuan Hu; Tina Hernandez-Boussard; Chad Livasy; Dave Cowan; Lynn Dressler; Lars A Akslen; Joseph Ragaz; Allen M Gown; C Blake Gilks; Matt van de Rijn; Charles M Perou
Journal:  Clin Cancer Res       Date:  2004-08-15       Impact factor: 12.531

9.  Common adult stem cells in the human breast give rise to glandular and myoepithelial cell lineages: a new cell biological concept.

Authors:  Werner Böcker; Roland Moll; Christopher Poremba; Roland Holland; Paul J Van Diest; Peter Dervan; Horst Bürger; Daniel Wai; Raihanatou Ina Diallo; Burkhard Brandt; Hermann Herbst; Ansgar Schmidt; Markus M Lerch; Igor B Buchwallow
Journal:  Lab Invest       Date:  2002-06       Impact factor: 5.662

Review 10.  Luminal-B breast cancer and novel therapeutic targets.

Authors:  Ben Tran; Philippe L Bedard
Journal:  Breast Cancer Res       Date:  2011-11-30       Impact factor: 6.466

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  20 in total

Review 1.  Radiotherapy after skin-sparing mastectomy with immediate breast reconstruction in intermediate-risk breast cancer : Indication and technical considerations.

Authors:  Thomas Hehr; René Baumann; Wilfried Budach; Marciana-Nona Duma; Jürgen Dunst; Petra Feyer; Rainer Fietkau; Wulf Haase; Wolfgang Harms; David Krug; Marc D Piroth; Felix Sedlmayer; Rainer Souchon; Frederick Wenz; Rolf Sauer
Journal:  Strahlenther Onkol       Date:  2019-08-26       Impact factor: 3.621

2.  Patterns of breast cancer relapse in accordance to biological subtype.

Authors:  Atanas Ignatov; Holm Eggemann; Elke Burger; Tanja Ignatov
Journal:  J Cancer Res Clin Oncol       Date:  2018-04-19       Impact factor: 4.553

3.  The development and initial validation of the Breast Cancer Recurrence instrument (BreastCaRe)-a patient-reported outcome measure for detecting symptoms of recurrence after breast cancer.

Authors:  Beverley Lim Høeg; Lena Saltbæk; Karl Bang Christensen; Randi Valbjørn Karlsen; Christoffer Johansen; Susanne Oksbjerg Dalton; Antonia Bennett; Pernille Envold Bidstrup
Journal:  Qual Life Res       Date:  2021-04-16       Impact factor: 4.147

4.  Breast cancer recurrence: factors impacting occurrence and survival.

Authors:  Donald Courtney; Matthew G Davey; Brian M Moloney; Michael K Barry; Karl Sweeney; Ray P McLaughlin; Carmel M Malone; Aoife J Lowery; Michael J Kerin
Journal:  Ir J Med Sci       Date:  2022-01-25       Impact factor: 1.568

5.  Patterns of de-novo metastasis and breast cancer-specific mortality by race and molecular subtype in the SEER population-based dataset.

Authors:  Swati Sakhuja; April Deveaux; Lauren E Wilson; Neomi Vin-Raviv; Dongyu Zhang; Dejana Braithwaite; Sean Altekruse; Tomi Akinyemiju
Journal:  Breast Cancer Res Treat       Date:  2020-11-11       Impact factor: 4.872

6.  Prognostic Factors Associated with Curing in Patients with Breast Cancer: A Joint Frailty Model.

Authors:  Freshteh Osmani; Ebrahim Hajizadeh; Mohammad Esmaeil Akbari
Journal:  Int J Prev Med       Date:  2021-01-19

7.  "Pre-metastatic niches" in breast cancer: are they created by or prior to the tumour onset? "Flammer Syndrome" relevance to address the question.

Authors:  Rostyslav Bubnov; Jiri Polivka; Pavol Zubor; Katarzyna Konieczka; Olga Golubnitschaja
Journal:  EPMA J       Date:  2017-05-02       Impact factor: 6.543

8.  Significance of intrinsic breast cancer subtypes on the long-term prognosis after neoadjuvant chemotherapy.

Authors:  Wataru Goto; Shinichiro Kashiwagi; Koji Takada; Yuka Asano; Katsuyuki Takahashi; Hisakazu Fujita; Tsutomu Takashima; Shuhei Tomita; Kosei Hirakawa; Masaichi Ohira
Journal:  J Transl Med       Date:  2018-11-09       Impact factor: 5.531

9.  Risk factors for distant metastasis of patients with primary triple-negative breast cancer.

Authors:  Yi Yao; Yuxin Chu; Bin Xu; Qinyong Hu; Qibin Song
Journal:  Biosci Rep       Date:  2019-06-04       Impact factor: 3.840

10.  Bone Sialoprotein Shows Enhanced Expression in Early, High-Proliferation Stages of Three-Dimensional Spheroid Cell Cultures of Breast Cancer Cell Line MDA-MB-231.

Authors:  Valeh Rustamov; Florian Keller; Julia Klicks; Mathias Hafner; Rüdiger Rudolf
Journal:  Front Oncol       Date:  2019-02-05       Impact factor: 6.244

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