Literature DB >> 30200932

Could local surgery improve survival in de novo stage IV breast cancer?

Zhenchong Xiong1,2,3, Guangzheng Deng1,2,3, Jin Wang1,2,3, Xing Li1,2,3, Xinhua Xie1,2,3, Zeyu Shuang1,2,3, Xi Wang4,5,6.   

Abstract

BACKGROUND: Resection of the primary tumor is recommended for symptom relief in de novo stage IV breast cancer. We explored whether local surgery could provide a survival benefit in these patients and attempted to characterize the population that could benefit from surgery.
METHODS: Metastatic Breast cancer patients (N = 313) with intact primary tumor between January 2006 and April 2013 were separated into two groups according to whether or not they had undergone surgery. The difference in characteristics between the two groups was analyzed using chi-square test, Fisher's exact test and Mann-Whitney test. Univariable and multivariable Cox regression and stratified survival analysis were used to assess the effect of surgery on survival.
RESULTS: Of the 313 patients, 188 (60.1%) underwent local surgery. Patients with local surgery had a 47% reduction in mortality risk vs. those with no surgery (median survival 78 months vs. 37 months; HR = 0.53; 95% CI, 0.36-0.78) after adjustment for clinical and tumor characteristics. Stratified survival analysis showed that patients with bone metastasis alone (and primary tumor ≤5 cm), soft tissue metastasis, or ≤ 3 metastasis sites benefit from surgery.
CONCLUSION: Surgical resection of the primary tumor can improve survival in selected de novo stage IV breast cancer patients.

Entities:  

Keywords:  Bone metastasis; De novo stage IV; Local surgery; Primary tumor size; Soft tissue metastasis

Mesh:

Year:  2018        PMID: 30200932      PMCID: PMC6131766          DOI: 10.1186/s12885-018-4767-x

Source DB:  PubMed          Journal:  BMC Cancer        ISSN: 1471-2407            Impact factor:   4.430


Background

In 2012, about 1.7 million women were diagnosed with breast cancer worldwide, and it is estimated that 5–10% of them would have presented with de novo stage IV cancer [1-3]. As the advance of systemic treatments (endocrine therapy, cytotoxic therapy, anti-HER2 therapy, and so on) have greatly improved the control of metastatic diseases, local surgery may become feasible to improve survival combined with systemic therapy. Recent studies have suggested that resection of the primary tumor—a procedure that is usually reserved for palliative treatment—could strengthen local control and improve quality of life and progression-free survival in patients with metastatic breast cancer [4-8]. However, more convincing evidence to support the use of local surgery in stage IV breast cancer is required. Several studies have shown that advanced local surgery may improve survival in women with metastatic breast cancer [2, 9–13]. Local resection of the primary tumor remains a positive prognostic factor in metastatic breast cancer even after adjustment for age, tumor burden, site of metastasis, race, type of surgery, margin status, and hormone receptor and HER2 receptor status [12-14]. A meta-analysis that included 28,693 patients with stage IV breast cancer found that patients who undergo surgical resection of the primary tumor have better survival than patients who do not undergo surgery [15]. Another group of researchers has suggested that patients with ER (estrogen receptor)/PR (progesterone receptor)-positive or HER2-amplified disease are most likely to benefit from local surgery [16]. One well-designed clinical trial from Turkey (NCT00557986) has shown that surgery significantly improves overall survival (OS) in patients with bone metastasis alone [17]. Although no survival benefit of local surgery was shown in patients with metastatic breast cancer, patients with local surgery were reported to have a better local control in a randomized control trial from India [4]. Due to clinical and biological heterogeneity in breast cancer, the exact cohort of patients who can be expected to benefit from local surgery is unknown. Outcomes in stage IV breast cancer vary with the site of metastasis, and this may provide a basis for identifying patients who may be likely to benefit from local surgery. Recent retrospective and clinical studies have consistently found that metastatic breast cancer patients with only bone metastasis benefit from local surgery [6, 13, 18]. However, it is uncertain whether the entire population of stage IV breast cancer patients with bone metastasis or only a subgroup of them should undergo local surgery. Whether patients with metastasis to other sites could benefit from surgery is also unknown. More studies examining the effects of surgery in different types of metastatic breast cancer patients are required to develop clinical practice guidelines. The aim of this study was to determine if local surgery can improve OS in de novo metastatic breast cancer and to identify the characteristics of the patients who could be expected to benefit from surgery.

Methods

Patients

This retrospective study included 313 patients diagnosed with breast cancer at Sun Yet-sen University Cancer Center between 2006 and 2013. Patients were classified as stage IV breast cancer based on the seventh edition of the American Joint Committee on Cancer (AJCC) staging manual. Patients were eligible for inclusion if they had 1) pathological diagnosis of breast cancer; 2) metastatic disease at the time of diagnosis of breast cancer or developed metastasis within 3 months of diagnosis; and 3) life expectancy > 6 months. Patients were excluded if they 1) had incomplete follow-up data or 2) had history of previous cancer or synchronous malignant tumors. Ethical approval for the study was obtained from the institutional review board. Information about pathological findings, age at diagnosis, type of surgery undergone, systemic therapy regimen, radiotherapy, and menstrual status (menopausal or premenopausal) was recorded. Time of death was recorded by clinic review or telephonic interview. Primary tumor status and metastasis status were regularly recorded by clinical and imageological examinations (mammography, ultrasound, and/or MRI for mammary examination; chest CT scan; positron emission tomography–computed tomography/PET-CT; and bone scan) at intervals of 2–4 months; patients with rapidly progressive disease or new symptoms were checked more frequently. The enrolled patients were divided into two groups: a surgery group and a no surgery group. We defined four kinds of metastatic disease according to the sites involved: visceral metastasis (lungs, pleura, liver, and so on; yes/no), bone metastases (yes/no), soft tissues metastases (distant lymph nodes, skin, subcutaneous tissues; yes/no), and CNS metastases (brain, cranial nerves, and so on; yes/no). The number of metastatic sites was classified as ≤3 or > 3. HR status and ki-67 status are determined by Immunohistochemistry (IHC), and HER2 receptor status is determined by both IHC and fluorescence in situ hybridization (FISH). Tumor tissue containing over 1% of tumor cell which express estrogen receptor (ER)/progesterone receptor (PR) is defined as HR positive [19]. HER2 receptor amplification is defined as IHC (3+) or FISH (+) while others are defined as HER2 receptor non-amplification [20]. Ki-67 is assessed by calculating the proportion of tumor cells positively expressing Ki-67 [21]. Luminal A subtype is defined as HR positive, Ki-67 < 14% and HER2 receptor Non-amplification; Luminal B subtype is defined as HR positive, Ki-67 ≥ 14%/HER2 receptor amplification; HER2 subtype is defined as HER2 amplification and HR negative; Triple negative subtype is defined as HR negative and HER2 receptor Non-amplification [22]. Molecular subtype of breast cancer was categorized based on HR status, HER2 receptor status, and ki-67 status. OS was defined as the interval between the date of diagnosis and the date of death.

Statistical analysis

Continuous variables were summarized as mean (± standard deviation) or median (and range), and were transformed into dichotomous variables at the median value. Comparisons were performed using the chi-square test or Fisher’s exact test for categorical variables and the Mann-Whitney test for continuous variables. The Kaplan-Meier method was used to analyze OS, and the log-rank test was used for comparisons between groups. Cox regression model was used to evaluate the association between clinical and tumor characteristics and OS. Individual covariates which significantly correlated with prognosis (p < 0.05) in the univariable model were entered into the multivariable model. Unadjusted and adjusted mortality risks (hazard ratios, with 95% CIs) were calculated. All p values were 2-sided, and p ≤ 0.05 were considered significant. Patients were pre-stratified as factors: bone metastasis only (primary tumor ≤5 cm vs. primary tumor > 5 cm), visceral metastasis only (primary tumor ≤5 cm vs. primary tumor > 5 cm), soft tissue metastasis only and number of metastasis site (≤3 vs. > 3). Cox proportional hazards model was used to assess the mortality risk (hazard ratio and 95% CI) in each subgroup. The results were displayed in a forest plot.

Results

Patient characteristics

The study sample comprised 313 metastatic breast cancer patients with intact primary tumors. The median age of the patients was 47 years. Of the 313 patients, 188 (60.1%) patients received local surgery; 181/188 patients underwent modified radical mastectomy and 184/188 patients had achieved negative margin. The median follow-up duration was 25 months. Median survival was for 62 months. Table 1 shows the clinical and tumor characteristics.
Table 1

Characteristics of patients who were diagnosed with de novo stage IV breast cancer

VariableNo. Patients(N = 313)Percentage
Age at diagnosis
  ≤ 5018939.6
  > 5012460.4
Menopause status
 Menses19361.7
 Menopause11536.7
 Unknown51.6
Biopsy
 Mass resection278.6
 Core needle22973.2
 Fine needle10.3
 Unknown5617.9
Tumor size
  ≤ 5 cm17455.6
  > 5 cm12038.3
 Unknown196.1
Lymph node involvement
 N0288.9
 N14414.1
 N27122.7
 N312941.2
 Unknown4113.1
Hormone receptor status
 +21267.7
 -9430.0
 Unknown72.2
HER2 receptor status
 Amplified13242.2
 No-amplified16151.4
 Not known or equivocal(2+)206.4
Molecular subtype
 Luminal A5517.6
 Luminal B14145.0
 HER25617.9
 Triple negative3310.5
 Unknown*288.9
Surgery
 Yes18860.1
 No12539.9
Type of surgery
 Modified radical mastectomy18196.3
 Lumpectomy31
 Simple mastectomy41.3
Margin status
 Negative18497.9
 Positive42.1
Endocrine therapy$
 Yes12339.3
 No19060.7
Anti-HER2 therapy$
 Yes7122.7
 No23976.4
 Unknown31
Chemotherapy(first line regimen)$
 CAF/CEF92.9
 Taxane based/taxane +anthracyline24177.0
 Platinum based175.4
 Others206.4
 Unknown268.3
Bisphosphonate
 Yes9229.4
 No22170.6
OFS*
 Yes5818.5
 No25581.5
Radiotherapy
 Yes9931.6
 No18458.8
 Unknown309.6
Viscera metastasis
 Yes16753.4
 No14646.6
Bone metastasis
 Yes17154.6
 No14245.4
CNS metastasis*
 Yes113.5
 No30296.5
Soft tissue metastasis
 Yes13944.4
 No17455.6
No. of metastasis sites
  ≤ 328892.0
  > 3258.0
Overall survival(months)
 Median62
 95% Confidence interval45.79–78.21

Abbreviation: *OFS = ovarian function suppression; CNS = central nervous system; $Endocrine therapy were subsequent to chemotherapy, anti-HER2 therapy were incorporated into or subsequent to chemotherapy

Characteristics of patients who were diagnosed with de novo stage IV breast cancer Abbreviation: *OFS = ovarian function suppression; CNS = central nervous system; $Endocrine therapy were subsequent to chemotherapy, anti-HER2 therapy were incorporated into or subsequent to chemotherapy Table 2 shows a comparison of the clinical and tumor characteristics between the surgery group and the no surgery group. Patients undergoing surgery were significantly more likely to have ≤3 metastasis sites (p < 0.001), no visceral metastasis (p = 0.002), and lower clinical lymph node stage (p = 0.018). A significantly higher proportion of patients in the surgery group have tumor size ≤5 cm (p = 0.018), received radiotherapy to the chest wall (p < 0.001), canonical endocrine therapy (p = 0.001), and ovarian function suppression (p = 0.001). There was no significant difference with regard to patients’ and tumors’ characteristics such as age distribution; menstrual status; HER2 status; and HR status; molecular subtypes of tumor; receipt of anti-HER2 therapy; and prevalence of bone, CNS, or soft tissue metastasis (Table 2).
Table 2

Comparison of clinical and tumor characteristic between patients who underwent surgery and who did not

VariableNonsurgical(N = 125)Surgical(N = 188)p value&
Age
  ≤ 5083(43.7%)1107(56.3%)0.092
  > 5042(34.1%)781(65.9%)
Menopause status
 Menses72(36.8%)1122(63.2%)0.144
 Menopause51(45.2%)663(54.8%)
Tumor size
  ≤ 5 cm63(36.2%)1111(63.8%) 0.018
  > 5 cm60(50.0%)560(50.0%)
Lymph node involvement
 N05(17.9%)223(82.1%) 0.018#
 N121(47.7%)23(52.3%)
 N231(43.7%)340(56.3%)
 N365(50.4%)664(49.6%)
HER-2 receptor status
 Amplified49(37.1%)783(62.9%)0.657£
 No-amplified67(41.6%)994(58.4%)
 Not known or equivocal(2+)49(45.0%)511(55.0)
Hormone receptor status
 H+81 (38.2%)1131 (61.8%)0.588
 H-39(41.5%)555(58.5%)
Molecular subtype
 Luminal A19(34.5%)36(65.5%)0.194
 Luminal B54(38.3%)887(61.7%)
 HER223(41.1%)333 (58.9%)
 Triple negative12 (36.4%)21 (63.6%)
 Unknown117 (60.7%)911 (39.3%)
Viscera metastasis
 Yes80 (47.9)887 (52.1) 0.002
 No45 (30.8%)9101 (69.2%)
Bone metastasis
 Yes75(43.9%)996(56.1%)0.120
 No50(35.2%)892(64.8%)
CNS metastasis*
 Yes6(54.5%)5(45.5%)0.314
 No119(39.4%)1183(60.6%)
Soft tissue metastasis
 Yes58(42.3%)779(57.7%)0.297
 No67(38.1%)1109(61.9%)
No. of metastatic sites
  ≤ 3107(37.2%)1181(62.8%) < 0.001
  > 318(72%)67(28%)
Endocrine therapy$
 Yes35(28.5%)888(71.5%) 0.001
 No90(47.4%)9100(52.6%)
Anti-HER2 therapy$
 Yes24(33.8%)447(66.2%)0.055£
 No98(41.0%)1141(59.0%)
 Unknown3(100%)0
OFS*
 Yes12(20.7%)446(79.3%) 0.001
 No113(44.3%)1142(55.7%)
Radiotherapy
 Yes18(18.2%)781(81.8%) < 0.001
 No81(44.0%)1103(56.0%)
 Unknown26(86.7%)4(13.3%)

Abbreviation: * OFS = ovarian function suppression; CNS = central nervous system; $Endocrine therapy were subsequent to chemotherapy; anti-HER2 therapy were incorporated into or subsequent to chemotherapy; &×2 test, except £Fisher’ exact test

P values in bold italic are considered statistically significant

Comparison of clinical and tumor characteristic between patients who underwent surgery and who did not Abbreviation: * OFS = ovarian function suppression; CNS = central nervous system; $Endocrine therapy were subsequent to chemotherapy; anti-HER2 therapy were incorporated into or subsequent to chemotherapy; &×2 test, except £Fisher’ exact test P values in bold italic are considered statistically significant

Univariable and multivariable analysis

Univariable analysis using Cox hazard model showed that patients in the surgery group had lower mortality risk than patients in the no surgery group (HR = 0.53; 95% CI, 0.36–0.78; p = 0.001; Table 3). Also, we observed factors: visceral metastasis (yes vs. no p = 0.005), age at diagnosis (> 50 vs. ≤50; p = 0.026), HR status (HR+ vs. HR−; p < 0.001), endocrine therapy (yes vs. no; p < 0.001), and radiotherapy (yes vs. no; unknown vs. no; p = 0.029) were significant prognostic factors for OS. Multivariable analysis showed that surgery (yes vs. no; p = 0.001), HR status (HR+ vs. HR−; p = 0.013), and endocrine therapy (yes vs. no; p = 0.009) were independent prognostic factors in de novo stage IV breast cancer.
Table 3

Cox regression predicting mortality risk for Women With Stage IV Breast Cancer (univariable and multivariable)

CharacteristicUnivariable HR*(95%CI)PMultivariable HR*(95%CI)P
Surgery
 Yes vs No0.56(0.382-0.820) 0.003 0.53(0.36-0.78) 0.001
Viscera metastasis
 Yes vs no1.73 (1.18-2.54) 0.005
Bone metastasis
 Yes vs no0.91 (0.62-1.32)0.610
CNS metastasis
 Yes vs no1.40 (0.44-4.43)0.566
Soft tissue metastasis
 Yes vs no0.99 (0.68-1.46)0.977
Age
 ≤50 vs >500.65 (0.44-0.95) 0.026
Menopause status
 Menopause vs menses1.21 (0.82-1.77)0.344
Biopsy
 mass resection0.753
 core needle1.32 (0.64-2.73)0.457
 fine needle1.43 (0.18-11.59)0.736
Histology
 ductal0.824
 lobular0.66 (0.16-2.69)0.563
 others1.11 (0.41-3.05)0.835
Tumor size
 >5 cm vs ≤5 cm1.00 (0.67-1.49)0.981
Lymph node involvement
 N00.259
 N12.48 (1.00-6.11)0.049
 N21.95 (0.80-4.74)0.142
 N32.14 (0.91-5.05)0.081
HER2 receptor status
 Amplified0.557
 No-amplified0.81 (0.55-1.21)0.304
 Not known or equivocal(2+)0.77 (0.31-1.93)0.574
Hormone receptor status
 + vs -0.49 (0.321-0.7233) <0.001 0.57 (0.36-0.89) 0.013
No. of metastasis sites
 >3 vs ≤31.751 (0.881-3.477)0.11
Endocrine therapy$
 Yes vs no0.45 (0.30-0.68) <0.001 0.55 (0.35-0.86) 0.009
Anti-HER2 therapy$
 No0.11
 Yes0.54 (0.325-1.008)0.035
 Unknown0.00 (0.00-5.357E+159)0.959
Radiotherapy
 No 0.029
 Yes0.61 (0.40-0.94)0.025
 Unknown1.35 (0.71-2.57)0.357

Abbreviation: § Reference; * OFS = ovarian function suppression; CNS = central nervous system; HR = Hazard ratio; $Endocrine therapy were subsequent to chemotherapy; anti-HER2 therapy were incorporated into or subsequent to chemotherapy

P values in bold italic are considered statistically significant

Cox regression predicting mortality risk for Women With Stage IV Breast Cancer (univariable and multivariable) Abbreviation: § Reference; * OFS = ovarian function suppression; CNS = central nervous system; HR = Hazard ratio; $Endocrine therapy were subsequent to chemotherapy; anti-HER2 therapy were incorporated into or subsequent to chemotherapy P values in bold italic are considered statistically significant

Overall survival

Figure 1 shows the Kaplan-Meier survival curves. Patients who underwent surgery had significantly better survival than those who did not accept surgery (median survival: 78 months vs. 37 months; p = 0.002; Fig. 1a). Surgery did not correlate with better survival in only bone or viscera metastasis patients (median survival: 106 months vs. 80 months; log-rank test: p = 0.172; median survival: 60 months vs. 26 months; log-rank test: p = 0.249; Fig. 1b-c). In patients with only soft tissue metastasis, local resection of primary tumor could significantly prolong overall survival (median survival: 136 months vs. 21 months; log-rank test: p = 0.006).
Fig. 1

Kaplan-Meier curves estimate overall survival in: a. de novo stage IV breast cancer (Median survival was 78 months in the surgery group vs. 37 months in the no surgery group; log-rank test: p = 0.002); b. bone metastasis only (Median survival was 106 months in the surgery group vs. 80 months in the no surgery group; log-rank test: p = 0.172); c. viscera metastasis only (Median survival was 60 months in the surgery group vs. 26 months in the no surgery group; log-rank test: p = 0.249); d. soft tissue metastasis only (Median survival was 136 months in the surgery group vs. 21 months in the no surgery group; log-rank test: p = 0.006)

Kaplan-Meier curves estimate overall survival in: a. de novo stage IV breast cancer (Median survival was 78 months in the surgery group vs. 37 months in the no surgery group; log-rank test: p = 0.002); b. bone metastasis only (Median survival was 106 months in the surgery group vs. 80 months in the no surgery group; log-rank test: p = 0.172); c. viscera metastasis only (Median survival was 60 months in the surgery group vs. 26 months in the no surgery group; log-rank test: p = 0.249); d. soft tissue metastasis only (Median survival was 136 months in the surgery group vs. 21 months in the no surgery group; log-rank test: p = 0.006)

Stratified survival analysis

We used stratified survival analysis to characterize the patient who might be expected to benefit from surgery (Fig. 2). Local surgery significantly reduced mortality risk when the primary tumor was ≤5 cm in size in patients with bone metastasis alone (HR = 0.27; 95% CI, 0.08–0.90; Fig. 2); however, surgery provided no benefit when the primary tumor was > 5 cm in size (HR = 1.36; 95% CI, 0.34–5.45). Surgery significantly reduced mortality when there was soft tissue metastasis alone (HR = 0.21; 95% CI, 0.06–0.72) or when there were ≤ 3 metastasis sites (HR = 0.54; 95% CI, 0.36–0.81). No survival benefit was observed following surgery in patients who had > 3 metastasis sites (HR = 1.30; 95% CI, 0.31–5.37), or had visceral metastasis only (irrespective of the tumor size).
Fig. 2

Forest plot of overall survival stratified analysis (the values displayed are unadjusted hazard ratios)

Forest plot of overall survival stratified analysis (the values displayed are unadjusted hazard ratios)

Discussion

This retrospective study was designed to examine how resection of the primary tumor affects survival in patients with de novo stage IV breast cancer and to characterize the population who could be expected to benefit from this surgery. The results showed that resection of the primary tumor could benefit patients with bone metastasis alone (and primary tumor ≤5 cm in size), those with soft tissue metastasis only, and those with ≤3 metastasis sites. Stage IV breast cancer is considered incurable but treatable [23]. The primary aim of treatment is to delay disease progression and alleviate symptoms. Treatment mostly comprises systemic therapy, including chemotherapy, endocrine therapy, anti-HER2 therapy, and so on; surgery is reserved for tumor bleeding or ulceration [24, 25]. Earlier studies had indicated that the growth of distant metastases could be stimulated by advanced local surgery. Researchers noted that the primary tumor could suppress the growth of distant metastases by secreting angiostatin. Surgical resection reduced angiostatin secretion and also stimulated the release of growth factors, and thus promoted tumor growth [26-28]. However, several retrospective studies have found that local surgery may improve prognosis in breast cancer, renal cell cancer, colorectal cancer, gastric cancer, and melanoma [12, 29–31]. Two experimental study suggested that although surgical resection of the primary tumor may cause transient increase in tumor burden, it substantially reduced overall tumor burden and improved survival by restoring immune responsiveness [32, 33]. It has been suggested that resection of the primary tumor improves survival by both reducing tumor burden and by enhancing sensitivity to chemotherapy [32]. To evaluate the feasibility of local surgery in metastatic breast cancer, several randomized trials have been launched, while two trials have been completed [14, 34]. In 2015, the first trial on the effect of surgery for de novo stage IV breast cancer in India suggested that local surgery did not significantly improve overall survival [4]. Another completed trial (NCT00557986) in Turkey showed that local surgery did not achieve a survival benefit after 3 years of follow-up, but after 5 years follow-up, patients with local surgery achieved a better survival. The effectiveness of local surgery in de novo stage IV breast cancer remains uncertain. Our results, which showed that resection of primary tumor could significantly improve overall survival in de novo stage IV breast cancer, are consistent with the findings of several previous studies [2, 5, 9, 10, 35]. The skeleton is the most common site of metastasis in breast cancer patients [36]. Patients with skeletal metastasis are more sensitive to systemic therapy and have relatively better outcomes than patients with metastasis to other sites [37]. Thus, patients with bone metastasis who are responsive to systematic therapy are likely to gain added benefit from local surgery. Previous studies have found that local surgery lowers mortality in breast cancer patients with bone metastasis [6, 13, 18]. Our study also found that patients with only bone metastasis (and with primary tumor ≤5 cm) benefit from surgery. We also observed a survival benefit following local surgery in patients with only soft tissue metastasis or with ≤3 metastasis sites, and this has not been reported earlier. The underlying mechanism is unclear. This study had some limitations. This was a single-center retrospective study and, inevitably, a selection bias exists. Our findings need to be validated in prospective multicenter studies on larger cohorts.

Conclusions

In summary, this study demonstrates a survival benefit following local surgery in de novo stage IV breast cancer patients. Stratified survival analysis showed significant survival benefit in patients with bone metastasis only (with primary tumor ≤5 cm), those with soft tissue metastasis, and those with ≤3 metastasis sites. Thus, in de novo stage IV breast cancer patients who satisfy any of these criteria, it would be reasonable to combine local surgery with systematic therapy.
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Authors:  Zhen Huang; Qixing Tan; Qinghong Qin; Qinguo Mo; Changyuan Wei
Journal:  Cancer Manag Res       Date:  2021-01-12       Impact factor: 3.989

5.  Establishment and Validation of Novel Clinical Prognosis Nomograms for Luminal A Breast Cancer Patients with Bone Metastasis.

Authors:  QiHao Tu; Chuan Hu; Hao Zhang; Chen Peng; Meng Kong; MengXiong Song; Chong Zhao; YuJue Wang; Jianyi Li; ChuanLi Zhou; Chao Wang; XueXiao Ma
Journal:  Biomed Res Int       Date:  2020-12-08       Impact factor: 3.411

6.  Development and Validation of Prognostic Nomogram for Elderly Breast Cancer: A Large-Cohort Retrospective Study.

Authors:  Gangfeng Li; Dan Zhang
Journal:  Int J Gen Med       Date:  2022-01-04

7.  A Novel Nomogram Model to Identify Candidates and Predict the Possibility of Benefit From Primary Tumor Resection Among Female Patients With Metastatic Infiltrating Duct Carcinoma of the Breast: A Large Cohort Study.

Authors:  Ziqiong Wang; Bo Chen; Jiyang Chen; Zhixuan Wu; Hongyi Gu; Ying Wang; Xuanxuan Dai
Journal:  Front Oncol       Date:  2022-02-14       Impact factor: 6.244

8.  Locoregional Therapy in De novo Metastatic Breast Cancer: A Retrospective Cohort Study.

Authors:  Sun Jianna; Kong Lingjun; Feng Nana; Liu Hong; Ren Chongxi
Journal:  Technol Cancer Res Treat       Date:  2022 Jan-Dec
  8 in total

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