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Lu G, Jia L, Yang R, Liu Y, Lv Z, Cui J. Primary site surgery of de novo stage IV HER2-positive breast cancer in the era of new drug treatments. Front Oncol 2024; 13:1308854. [PMID: 38264738 PMCID: PMC10805271 DOI: 10.3389/fonc.2023.1308854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 12/21/2023] [Indexed: 01/25/2024] Open
Abstract
Objective The surgical treatment of the primary site has been a subject of controversy in patients with de novo metastatic breast cancer. In recent years, studies using large databases and retrospective analyses have provided evidence of the survival benefits of localized surgery for these patients. However, due to the improved prognosis associated with novel antitumor agents and the widespread use of anti-HER2 therapy, it is important to investigate the role of primary site surgery in the context of new drug treatments for stage IV HER2-positive breast cancer. Methods This retrospective analysis included patients with metastatic breast cancer at diagnosis who were consulted at the First Hospital of Jilin University between 2016 and 2022. We compared the patients' clinical and pathological characteristics, treatment regimens, and prognosis between the surgery and non-surgery groups. Results A total of 96 patients with stage IV HER2-positive breast cancer were included in the study, with 24 patients (25%) undergoing surgery for the primary lesion. Patients with lower Eastern Cooperative Oncology Group (ECOG) scores, earlier T-stage, metastases confined to one organ/site, and fewer metastases were more likely to undergo surgery. Patients in the surgical group had longer progression-free survival (median 25.7 vs. 15.9 months, p=0.073) and overall survival (median 79.1 vs. 48 months, p=0.073) compared to patients in the non-surgical group, however, there was no statistical difference. Univariate and multivariate Cox regression analysis suggested that the choice of first-line targeted therapy regimens rather than surgical treatment influenced the patients' prognoses. In the subgroup of patients receiving first-line targeted therapy with trastuzumab plus pertuzumab, the decision to undergo surgery on the primary site did not have a statistically significant effect on prognosis. Conclusion Primary site surgery does not improve the prognosis of de novo stage IV HER2-positive breast cancer. In the era of anti-HER2 therapy, primary surgery is not recommended, except in exceptional circumstances.
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Affiliation(s)
- Guanyu Lu
- Cancer Center, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Lin Jia
- Cancer Center, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Ruohan Yang
- Cancer Center, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Yutong Liu
- Departments of Breast Surgery, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Zheng Lv
- Cancer Center, The First Hospital of Jilin University, Changchun, Jilin, China
| | - Jiuwei Cui
- Cancer Center, The First Hospital of Jilin University, Changchun, Jilin, China
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Ren C, Sun J, Kong L, Wang H. Breast surgery for patients with de novo metastatic breast cancer: A meta-analysis of randomized controlled trials. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY 2024; 50:107308. [PMID: 38048724 DOI: 10.1016/j.ejso.2023.107308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 11/13/2023] [Accepted: 11/27/2023] [Indexed: 12/06/2023]
Abstract
The role of breast surgery in the treatment of patients with de novo metastatic breast cancer(dnMBC) remains controversial, with conflicting trial results. We did a meta-analysis to comprehensively investigate and assess whether breast surgery is associated with survival and quality of life outcomes in patients with dnMBC.We systematically searched PubMed, Embase, Google Scholar, Scopus, and Web of Science, from database inception to March 30, 2022, for randomized controlled trials(RCTs) that compared breast surgery or locoregional therapy with non-surgical treatment based on systemic therapy for managing dnMBC.We also reviewed abstracts and presentations from major conference proceedings. We excluded non-randomised trials and considered only papers published in English. The primary outcomes were overall survival(OS),locoregional progression-free survival(LPFS), distant progression-free survival(DPFS), and quality of life(QoL). The quality of RCTs was appraised with the Cochrane Collaboration risk of bias tool. Random-effects model or fixed effects model were used to calculate the effect sizes of included RCTs.Quality of evidence was assessed with GRADE criteria. Data analysis was performed with STATA 17.0. A total of 1018 women from seven randomized clinical trials were included in the analysis. Pooled analyses revealed that compared with systemic therapy, breast surgery was not associated with beneficial outcomes in OS(hazard ratio [HR],0.87; 95%CI,0.68 to 1.11; I2 = 53.08 %; p = 0.265),DPFS(HR,1.20; 95%CI,0.94 to 1.54; I2 = 86.45 %; p = 0.136), or QoL-global health status (standardized mean difference[SMD],0.08; 95%CI,-0.15 to 0.32; I2 = 79.45 %; p = 0.478) and QoL-mental-physical functionality(SMD,-0.19; 95%CI,-0.50 to 0.13; I2 = 0.00 %; p = 0.255), but was associated with a benefit in LPFS(HR,0.27; 95%CI,0.19 to 0.38; I2 = 84.16 %; p < 0.001). These findings were consistent in subgroup analyses of the timing of surgery, site and number of metastases and tumor molecular subtype. The evidence grade was moderate because of the substantial heterogeneity among studies. Based on the RCTs evidence, we found that breast surgery may benefit locoregional control but does not prolong OS and improve QoL in patients with dnMBC. The Prospero registration number: CRD42020206460.
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Affiliation(s)
- Chongxi Ren
- Department of Surgical Oncology, Hebei Cangzhou Hospital of Integrated Traditional Chinese and Western Medicine, Cang Zhou, 061001, China.
| | - Jianna Sun
- Department of Breast Cancer Center, Hebei Cangzhou Hospital of Integrated Traditional Chinese Medicine and Western Medicine, Cang Zhou, 061001, China
| | - Lingjun Kong
- Department of Neurosurgery, Hebei Cangzhou Hospital of Integrated Traditional Chinese and Western Medicine, Cang Zhou, 061001, China
| | - Hongqiao Wang
- Department of Surgical Oncology, Hebei Cangzhou Hospital of Integrated Traditional Chinese and Western Medicine, Cang Zhou, 061001, China
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Xu Z, Chen Y, Dai Y, Chen Y, Ding J. Prognostic factors for hormone receptor-positive breast cancer with liver metastasis and establishment of novel nomograms for prediction: a SEER-based study. Transl Cancer Res 2023; 12:3672-3692. [PMID: 38193003 PMCID: PMC10774045 DOI: 10.21037/tcr-23-874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 09/21/2023] [Indexed: 01/10/2024]
Abstract
Background The prognosis of patients with hormone receptor (HR)-positive breast cancer with liver metastasis (BCLM) remains dismal and varies widely from person to person. Thus, we sought to construct nomograms to predict overall survival (OS) and breast cancer-specific survival (BCSS) in patients with HR-positive BCLM using data from the Surveillance, Epidemiology and End Results (SEER) database. Methods The data of patients with BCLM, who had received HR-positive diagnoses between 2010 and 2016, were collected from the SEER database. A Cox proportional hazards model was used to evaluate and identify the independent risk factors for OS and BCSS. Subsequently, two new nomograms were developed. Finally, the receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA) results were evaluated. Results The data of 1,780 patients diagnosed between 2010 and 2015 were used to build the nomogram models. Using both univariate and multivariate Cox regression analyses, nine variables, including age, marital status, grade, human epidermal growth factor receptor 2 (HER2) status, chemotherapy, surgery, bone metastasis, lung metastasis, and brain metastasis, were found to be significantly associated with OS. Conversely, 10 variables, including age, marital status, T stage, grade, HER2 status, chemotherapy, surgery, bone metastasis, lung metastasis, and brain metastasis, were identified as independent risk factors for BCSS. Using the risk factors listed above, we created 1-, 2-, and 3-year survival nomograms for OS and BCSS, respectively. Subsequently, the data of 312 patients, who had been diagnosed in 2016, were used for the external validation. These results, including the ROC curve, calibration curve, and DCA results, showed that our nomogram had strong predictive power. Conclusions Nomograms can effectively and reliably predict a patient's prognosis and could be useful in clinical decision making. The nomograms had strong discrimination, calibration, and clinical values. More aggressive treatment and closer monitoring should be considered when treating high-risk individuals.
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Affiliation(s)
- Zheng Xu
- Department of Thyroid and Breast Surgery, The Affiliated Lihuili Hospital, Ningbo University, Ningbo, China
- Health Science Center, Ningbo University, Ningbo, China
| | - Yong Chen
- Department of Thyroid and Breast Surgery, The Affiliated Lihuili Hospital, Ningbo University, Ningbo, China
- Health Science Center, Ningbo University, Ningbo, China
| | - Yi Dai
- Department of Thyroid and Breast Surgery, The Affiliated Lihuili Hospital, Ningbo University, Ningbo, China
- Health Science Center, Ningbo University, Ningbo, China
| | - Yuxingzi Chen
- Department of Thyroid and Breast Surgery, The Affiliated Lihuili Hospital, Ningbo University, Ningbo, China
- Health Science Center, Ningbo University, Ningbo, China
| | - Jinhua Ding
- Department of Thyroid and Breast Surgery, The Affiliated Lihuili Hospital, Ningbo University, Ningbo, China
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Luo Y, Pu H, Li F, Qian S, Chen J, Zhao X, Hou L. Single progesterone receptor-positive phenotype has the similar clinicopathological features and outcome as triple-negative subtype in metastatic breast cancer. Front Oncol 2023; 13:1029648. [PMID: 36910652 PMCID: PMC9998980 DOI: 10.3389/fonc.2023.1029648] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Accepted: 02/14/2023] [Indexed: 03/14/2023] Open
Abstract
Objective The same clinicopathological features and prognosis have been reported between single progesterone receptor-positive (sPR-positive) and triple-negative phenotype in early-stage breast cancer, but such similarity has not been studied in metastatic breast cancer (MBC). Therefore, the purpose of this study was to estimate the difference between sPR-positive phenotype and other phenotypes in MBC. Methods Patients with HER-2-negative MBC were selected from the Surveillance, Epidemiology and End Results database. Pearson's χ2 test was used to compare the difference of clinicopathologic factors between sPR-positive phenotype and other phenotypes. Univariate and multivariate analyses were performed to evaluate the effects of hormone receptor (HoR) phenotypes and other clinicopathologic factors on the cancer-specific survival (CSS) and overall survival (OS). Results Overall, 10877 patients including 7060 patients (64.9%) with double HoR-positive (dHoR-positive), 1533 patients (14.1%) with single estrogen receptor-positive (sER-positive), 126 patients (1.2%) with sPR-positive and 2158 patients (19.8%) with double HoR-negative (dHoR-negative) were analyzed. The patients with sPR-positive or dHoR-negative were more likely to be younger, higher grade and tumor stage, visceral and brain metastasis than ER-positive phenotypes (P<0.001). MBC with sPR-positive had the similar CSS (HR: 1.135, 95%CI: 0.909-1.417, P=2.623) and OS (HR: 1.141, 95%CI: 0.921-1.413, P=0.229) as dHoR-negative, but worse outcome than ER-positive phenotypes. Chemotherapy significantly improved the survival for MBC, especially for sPR-positive MBC (CSS, HR: 0.39, 95%CI: 0.213-0.714, P=0.002; OS, HR: 0.366, 95%CI: 0.203-0.662, P=0.001). Conclusions Patients with sPR-positive and triple-negative have similar biological behavior and prognosis in MBC. Chemotherapy may be a preferred recommendation for MBC with sPR-positive.
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Affiliation(s)
- Yunbo Luo
- Department of Thyroid and Breast Surgery, Affiliated Hospital of North Sichuan Medical College, Nanchong, China
| | - Hongyu Pu
- Department of Thyroid and Breast Surgery, Affiliated Hospital of North Sichuan Medical College, Nanchong, China
| | - Fangwei Li
- Department of Thyroid and Breast Surgery, Affiliated Hospital of North Sichuan Medical College, Nanchong, China
| | - Shuangqiang Qian
- Department of Thyroid and Breast Surgery, Affiliated Hospital of North Sichuan Medical College, Nanchong, China
| | - Jingtai Chen
- Department of Thyroid and Breast Surgery, Chongqing People's Hospital, Chongqing, China
| | - Xiaobo Zhao
- Department of Thyroid and Breast Surgery, Affiliated Hospital of North Sichuan Medical College, Nanchong, China.,Laboratory of Thyroid (Parathyroid) and Breast Disease, Affiliated Hospital of North Sichuan Medical College, Nanchong, China
| | - Lingmi Hou
- Department of Thyroid and Breast Surgery, Affiliated Hospital of North Sichuan Medical College, Nanchong, China.,Department of Academician (expert) Workstation, Biological Targeting Laboratory of Breast Cancer, Breast and Thyroid Surgery, Affiliated Hospital of North Sichuan Medical College, Nanchong, China
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Wang Z, Chen B, Chen J, Wu Z, Gu H, Wang Y, Dai X. 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. Front Oncol 2022; 12:798016. [PMID: 35237513 PMCID: PMC8883058 DOI: 10.3389/fonc.2022.798016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 01/13/2022] [Indexed: 11/13/2022] Open
Abstract
Background The impact of primary site surgery on survival remains controversial in female patients with stage IV breast cancer. The purpose of this study was to investigate the role of primary tumor surgery in patients with stage IV breast cancer and concurrently develop a nomogram to identify which patients will benefit from surgery. Methods We retrospectively searched the SEER database for female patients newly diagnosed with stage IV breast infiltrating duct carcinoma (BIDC) between 2010 and 2015 and then divided them into surgery and non-surgery groups. The propensity score matching (PSM) method was implemented to eliminate the bias, and Kaplan–Meier survival analysis was generated to compare the overall survival (OS) and cancer-specific survival (CSS) between the two groups. After PSM, Cox regression analyses were performed to determine the independent protective value of primary tumor surgery, while logistic regression analyses were utilized to uncover significant predictors of surgical benefit and establish a screening nomogram for female patients with stage IV BIDC. Nomogram performance was evaluated by calibration curves, receiver operating characteristic (ROC) curves, and decision curve analysis (DCA). Result 5,475 patients with stage IV BIDC were included in this study, and 2,375 patients (43.38%) received primary tumor surgery. After PSM, the median CSS was 53 months (95% CI: 46.84–59.16) in the surgery group compared with only 33 months (95% CI: 30.05–35.95) in the non-surgery group. We further found that primary tumor surgery was an independent protective factor for patients with stage IV BIDC. The independent factors affecting the benefit of locoregional surgery in patients with stage IV BIDC included histological grade, T stage, molecular subtype, lung metastasis, liver metastasis, brain metastasis, and marital status. The AUC of the nomogram was 0.785 in the training set and 0.761 in the testing set. The calibration curves and DCA confirmed that the nomogram could precisely predict the possibility of benefit from primary tumor resection. Conclusion Our study suggested that primary tumor surgery improved the prognosis of female patients with stage IV BIDC and developed a nomogram to quantify the probability of surgical benefit to help identify surgical candidates clinically.
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Affiliation(s)
- Ziqiong Wang
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- The First Clinical College, Wenzhou Medical University, Wenzhou, China
| | - Bo Chen
- The First Clinical College, Wenzhou Medical University, Wenzhou, China
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Jiyang Chen
- The First Clinical College, Wenzhou Medical University, Wenzhou, China
| | - Zhixuan Wu
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Hongyi Gu
- The First Clinical College, Wenzhou Medical University, Wenzhou, China
| | - Ying Wang
- The First Clinical College, Wenzhou Medical University, Wenzhou, China
| | - Xuanxuan Dai
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
- *Correspondence: Xuanxuan Dai,
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Li G, Zhang D. Development and Validation of Prognostic Nomogram for Elderly Breast Cancer: A Large-Cohort Retrospective Study. Int J Gen Med 2022; 15:87-101. [PMID: 35018116 PMCID: PMC8742678 DOI: 10.2147/ijgm.s343850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 12/16/2021] [Indexed: 11/23/2022] Open
Abstract
Purpose Our research aims to study the bone metastatic patterns and prognostic outcomes in elderly breast cancer (BC) and to develop elder-specific nomograms. Methods We downloaded the data of BC patients between 2010 and 2016 from the Surveillance, Epidemiology, and End Results database. The differences in clinical features and prognosis between young (age < 65) and elderly (age ≥ 65) BC patients were compared. The univariate and multivariate Cox analyses were used to determine the overall survival (OS)- and cancer-specific survival (CSS)-related variables and establish two nomograms of BC patients with bone metastasis (BCBM). The receiver operating characteristic (ROC) curve with area under the curve (AUC), calibration curve, decision curve analysis (DCA), and Kaplan–Meier survival curve were selected to evaluate nomograms. Results A total of 230,177 BC patients were enrolled in our research, including 142,025 young and 88,152 elderly patients. The prognosis of elderly BCBM patients was significantly worse than young patients. Age, race, breast subtype, tumor size, tumor grade, brain metastasis, liver metastasis, surgery, and chemotherapy were independent prognostic variables for elderly BCBM patients, including OS and CSS. The AUC values at 12, 18, and 24 months were 0.750, 0.751, and 0.739 for OS nomogram and 0.759, 0.762, and 0.752 for CSS nomogram in the training cohort, which were higher than the AUC values of all single independent prognostic variables. The survival curve showed a distinct prognosis between low-, median- and high-risk groups (p < 0.001). Finally, calibration curves and DCA indicated that both nomograms have favorable performance. Conclusion Elderly and young patients presented with different bone metastatic frequencies, clinical features, and prognostic outcomes. Two elder-specific nomograms incorporating nine clinical variables were established and validated to be a valuable predictor for elderly BCBM patients.
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Affiliation(s)
- Gangfeng Li
- Clinical Laboratory Center of Shaoxing People's Hospital (Shaoxing Hospital Zhejiang University School of Medcine), Shaoxing, Zhejiang, 312000, People's Republic of China
| | - Dan Zhang
- Clinical Laboratory Center of Shaoxing People's Hospital (Shaoxing Hospital Zhejiang University School of Medcine), Shaoxing, Zhejiang, 312000, People's Republic of China
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Jianna S, Lingjun K, Nana F, Hong L, Chongxi R. Locoregional Therapy in De novo Metastatic Breast Cancer: A Retrospective Cohort Study. Technol Cancer Res Treat 2022; 21:15330338221115356. [PMID: 35899318 PMCID: PMC9340403 DOI: 10.1177/15330338221115356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Objective: Whether locoregional therapy (LRT) should be performed in
patients with de novo metastatic breast cancer (dnMBC) has been debated. Here we
report the survival outcomes of LRT in patients with dnMBC, focusing on the
association of surgical timings and surgical margins with survival in this
patient population. Methods: The retrospective study included
patients with dnMBC in our hospital, between March 1, 2007 and December 31,
2017. Overall survival (OS) was evaluated by means of a stratified log-rank test
and summarized with the use of Kaplan–Meier methods. Results: A
total of 153 patients were included, of whom 87 underwent LRT and 66 systemic
therapy alone (STA). LRT showed a significant OS benefit over STA (HR, 0.62; 95%
CI, 0.39 to 0.99; P = .043). The OS of LRT group and STA
group were 39 months (95% CI, 33.6 to 44.4 months) and 24.6 months (95% CI, 20.6
to 28.6 months), respectively. The benefit was consistent across most subgroups.
The OS of patients undergoing surgery was better than that of patients without
surgery (HR, 0.58; 95% CI, 0.35 to 0.94; P = .0001), and
there was difference in survival improvement at different surgical timings
(surgery before chemotherapy, during chemotherapy, and after chemotherapy)
(P = .0001). The survival benefit of surgery after
chemotherapy was significantly greater than that of the other 2 options (HR,
0.77; 95% CI, 0.63 to 0.94). Moreover, compared with patients with positive
margins, the OS of patients with negative margins was significantly improved
(HR, 0.22; 95% CI, 0.13 to 0.37; P < .001).
Conclusions: Our results suggest that LRT is associated with
improved OS in women with dnMBC, and patients who had surgery after systemic
chemotherapy with negative surgical margins, are expected to benefit more.
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Affiliation(s)
- Sun Jianna
- Cangzhou Clinical College of Integrated Traditional Chinese and Western Medicine of Hebei Medical University, Cang Zhou, China
| | - Kong Lingjun
- Cangzhou Clinical College of Integrated Traditional Chinese and Western Medicine of Hebei Medical University, Cang Zhou, China
| | - Feng Nana
- Cangzhou Clinical College of Integrated Traditional Chinese and Western Medicine of Hebei Medical University, Cang Zhou, China
| | - Liu Hong
- 74675Tianjin Medical University Cancer Institute and Hospital, Tianjin Medical University, Tianjin, China
| | - Ren Chongxi
- Cangzhou Clinical College of Integrated Traditional Chinese and Western Medicine of Hebei Medical University, Cang Zhou, China
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Karakolevska-Ilova M, Simeonovska Joveva E, Serafimov A. De novo Stage IV Luminal Breast Cancer: Yes or No for Local Treatment? Serial Cases and Review. Open Access Maced J Med Sci 2021. [DOI: 10.3889/oamjms.2021.6052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND: Primary stage IV breast cancer accounts about of 3–5% of newly diagnosed breast cancer cases. The management of this patient subset mostly comprises systemic therapy, with additional surgery or radiotherapy to control locoregional symptoms. Some of the retrospective studies showed the benefit of locoregional treatment as the first treatment of choice for overall survival (OS), but the efficacy of primary site surgery remains controversial for OS in prospective, controlled trials.
AIM: We aimed to presents series of cases with primary metastatic breast cancer with diffuse bone metastasis.
MATERIALS AND METHODS: This study was serial of cases with primary metastatic breast cancer with diffuse bone metastasis and a review of the literature. All of the cases were treated with upfront surgical resection of the primary in the breast.
RESULTS: During the follow-up period of 36 months, all of our patients were still alive.
CONCLUSION: Retrospective studies about resection of primary tumor as the first treatment of choice are with conflicting results, which may be related to randomization bias, including different biological types of breast cancer, different metastatic sites, and patients with different menopausal status. On the other hand, prospective studies did not show any powerful results that would lead the treatment in de novo stage IV breast cancer because of few limitations such a short follow-up period (between 23 and 40 months), younger patients, ER-positive/HER2 negative tumors, and type of chemotherapy given or not upfront. The effect of upfront surgery in newly metastatic breast cancer patients is still challenging, so there is a need to identify the exact cohort of patients who could benefit from surgery.
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Locoregional Therapy for the Primary Tumour in Women with a De Novo Diagnosis of Metastatic Breast Cancer. CURRENT BREAST CANCER REPORTS 2021. [DOI: 10.1007/s12609-021-00408-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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10
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Huang Z, Tan Q, Qin Q, Mo Q, Wei C. Impact of Primary Site Surgery on Survival of Patients with de novo Stage IV Breast Cancer. Cancer Manag Res 2021; 13:319-327. [PMID: 33469374 PMCID: PMC7811446 DOI: 10.2147/cmar.s280470] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Accepted: 12/17/2020] [Indexed: 11/25/2022] Open
Abstract
Purpose The efficacy of primary site surgery in patients with de novo stage IV breast cancer remains controversial. However, few real-world studies have evaluated the benefits of local surgery on the primary site of stage IV breast cancer in China. The purpose of this study was to investigate the role of local surgery in the de novo stage IV breast cancer. Materials and Methods Women with metastatic breast cancer at diagnosis were identified from Guangxi medical university cancer hospital (China) database from 2009 to 2017. The clinical and tumor features, surgical treatment, and survival rates were compared between surgical and non-surgical patients. Results Two hundred forty-three patients were included, of whom 125 underwent primary site surgery. Patients who underwent surgery were more often had small primary tumors, fewer lymph node metastases, and had less visceral involvement. Patients in the surgery group had dramatically longer OS (median 35 vs 22 months, log-rank P=0.006). Stratified survival analysis showed that patients with bone metastasis alone or ≤3 metastasis benefit from surgery, while patients with visceral metastasis did not benefit from surgery. In multivariate analysis, surgical treatment, estrogen receptor status, progesterone receptor status and visceral metastases remained independent factors for survival. Conclusion Surgical resection of the primary site can improve survival in selected de novo stage IV breast cancer patients.
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Affiliation(s)
- Zhen Huang
- Department of Breast Surgery, Guangxi Medical University Cancer Hospital, Nanning, People's Republic of China
| | - Qixing Tan
- Department of Breast Surgery, Guangxi Medical University Cancer Hospital, Nanning, People's Republic of China
| | - Qinghong Qin
- Department of Breast Surgery, Guangxi Medical University Cancer Hospital, Nanning, People's Republic of China
| | - Qinguo Mo
- Department of Breast Surgery, Guangxi Medical University Cancer Hospital, Nanning, People's Republic of China
| | - Changyuan Wei
- Department of Breast Surgery, Guangxi Medical University Cancer Hospital, Nanning, People's Republic of China
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Tu Q, Hu C, Zhang H, Peng C, Kong M, Song M, Zhao C, Wang Y, Li J, Zhou C, Wang C, Ma X. Establishment and Validation of Novel Clinical Prognosis Nomograms for Luminal A Breast Cancer Patients with Bone Metastasis. BIOMED RESEARCH INTERNATIONAL 2020; 2020:1972064. [PMID: 33490234 PMCID: PMC7787749 DOI: 10.1155/2020/1972064] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 10/17/2020] [Accepted: 11/28/2020] [Indexed: 02/07/2023]
Abstract
PURPOSE Overall survival (OS) and cancer-specific survival (CSS) of luminal A breast cancer (BC) patients with bone metastasis remain poor and vary dramatically from person to person. Our goal was to build two universally applicable nomograms to accurately predict OS and CSS for luminal A patients with bone metastasis. METHODS The data were collected from the Surveillance, Epidemiology, and End Results (SEER) database for luminal A BC patients with bone metastasis between 2010 and 2015. Univariate and multivariate Cox regression analyses were to assess and identify independent risk factors of OS and CSS. Integrating all significant predictors, nomograms and risk group stratification model was developed. The performance of the nomogram was validated with concordance index (C-index), calibration plots, and decision curve analyses (DCA) for discriminative ability, calibration, and clinical utility, respectively. RESULTS 3171 luminal A BC patients with bone metastasis were included. Through univariate and multivariate Cox regression analyses, 12 variables were identified as both independent OS- and CSS-related factors, including age, race, primary site, histology grade, tumor size, surgery, brain metastasis, liver metastasis, lung metastasis, estrogen receptor status, progesterone receptor status, and insurance. Our nomograms for 1-, 3-, and 5-year survival were based on those significant prognostic factors to develop. The C-indexes of OS- and CSS-nomograms in the training cohort were 0.701 and 0.704, respectively. Similar results were obtained in the validation cohort. The calibration curves and DCA presented satisfactory calibration and clinical utility. CONCLUSION Two nomograms have good discrimination, calibration, and clinical utility, can accurately and effectively predict the prognosis of patients, and may benefit for clinical decision-making. In high-risk patients, more aggressive therapy and closer surveillance should be considered.
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Affiliation(s)
- QiHao Tu
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao 266071, China
| | - Chuan Hu
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao 266071, China
| | - Hao Zhang
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao 266071, China
| | - Chen Peng
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao 266071, China
| | - Meng Kong
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao 266071, China
| | - MengXiong Song
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao 266071, China
| | - Chong Zhao
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao 266071, China
| | - YuJue Wang
- Medical College of Qingdao University, Qingdao, 266000 Shandong, China
| | - Jianyi Li
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao 266071, China
| | - ChuanLi Zhou
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao 266071, China
| | - Chao Wang
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao 266071, China
| | - XueXiao Ma
- Department of Orthopaedic Surgery, The Affiliated Hospital of Qingdao University, Qingdao 266071, China
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12
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Pons-Tostivint E, Alouani E, Kirova Y, Dalenc F, Vaysse C. Is there a role for locoregional treatment of the primary tumor in de novo metastatic breast cancer in the era of tailored therapies?: Evidences, unresolved questions and a practical algorithm. Crit Rev Oncol Hematol 2020; 157:103146. [PMID: 33227574 DOI: 10.1016/j.critrevonc.2020.103146] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 10/28/2020] [Accepted: 10/29/2020] [Indexed: 12/22/2022] Open
Abstract
Improvements in systemic therapies have changed the face of de novo metastatic breast cancer (dnMBC), with a 5-year survival rate exceeding 25 %. Increasing evidence suggests that a subset of patients could benefit from a locoregional treatment (LRT) with prolonged survival, although the diversity of publications on the subject make it difficult to draw any conclusions. In this review, we summarize the available data on retrospective, prospective and current ongoing clinical trials. Since factors such as tumor biology, pattern of metastatic dissemination and the timing of the treatment are closely linked to the therapeutic strategy, we focus on papers which include these aspects. We discuss recent studies indicating that exclusive radiotherapy provides results comparable with those obtained by surgery. We will then discuss the biological rationale for LRT. Finally, we propose a decision-tree to select the optimal candidates for LRT in dnMBC patients.
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Affiliation(s)
- E Pons-Tostivint
- Medical Oncology Department, Claudius Regaud Institute, IUCT-Oncopole, Toulouse, France.
| | - E Alouani
- Medical Oncology Department, Claudius Regaud Institute, IUCT-Oncopole, Toulouse, France
| | - Y Kirova
- Department of Radiation Therapy, Institut Curie, Paris, France
| | - F Dalenc
- Medical Oncology Department, Claudius Regaud Institute, IUCT-Oncopole, Toulouse, France
| | - C Vaysse
- Surgical Department, Toulouse University Hospital Center (CHU Toulouse), IUCT-Oncopole, 31000, Toulouse, France
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13
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Si Y, Yuan P, Hu N, Wang X, Ju J, Wang J, Ma F, Luo Y, Zhang P, Li Q, Xu B. Primary Tumor Surgery for Patients with De Novo Stage IV Breast Cancer can Decrease Local Symptoms and Improve Quality of Life. Ann Surg Oncol 2020; 27:1025-1033. [PMID: 31970572 PMCID: PMC7060161 DOI: 10.1245/s10434-019-08092-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2019] [Indexed: 11/18/2022]
Abstract
BACKGROUND It was unknown whether surgery for primary tumor would affect the occurrence of local symptoms caused by tumor progression in patients with de novo stage IV breast cancer (BC). Our work attempted to probe the effect of local resection on controlling local symptoms and improving the quality of life in de novo stage IV BC patients. METHODS Our study included patients presenting with de novo stage IV BC at the Cancer Hospital of the Chinese Academy of Medical Sciences from January 2008 to December 2014. In this study, we defined a new term called "local progress/recurrence of symptoms" (LPRS) to refer to the local problems caused by tumor progression/recurrence. All the patients were grouped into surgery and non-surgery groups. The characteristics of the two groups were analyzed by Chi square and Fisher's test. Univariate and multivariate Cox regression models were designed to evaluate independent prognostic factors. RESULTS This study contained 177 patients. The follow-up deadline was April 1, 2019. The median follow-up time was 33 months (range 1-135 months). In included patients, 77 (43.5%) underwent surgery for primary tumors. Primary tumor surgery could reduce the occurrence of LPRS (relative risk/risk ratio (RR = 0.440; 95% CI 0.227-0.852; p = 0.015)) and patients without LPRS had longer OS (45 months vs 29 months, p < 0.001). In addition, patients who had only one symptom had better OS than those who had two or three symptoms (p = 0.0175). CONCLUSIONS The quality of life in patients with de novo stage IV breast cancer can be improved by reducing the incidence of local symptoms through primary tumor surgery.
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Affiliation(s)
- Yiran Si
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Peng Yuan
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
| | - Nanlin Hu
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Xue Wang
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Jie Ju
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Jiayu Wang
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Fei Ma
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Yang Luo
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Pin Zhang
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Qing Li
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
| | - Binghe Xu
- National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China
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14
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Wang Z, Cheng Y, Chen S, Shao H, Chen X, Wang Z, Wang Y, Zhou H, Chen T, Lin N, Ye Z. Novel prognostic nomograms for female patients with breast cancer and bone metastasis at presentation. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:197. [PMID: 32309344 PMCID: PMC7154431 DOI: 10.21037/atm.2020.01.37] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Background There is a paucity of literature about prognostic evaluation for patients with breast cancer (BC) and bone metastasis at presentation. To date, little is known about how to accurately predict the prognosis of BC patients with bone metastasis at presentation. Thus, an accurate prediction tool of prognosis in this population is urgently needed. Our goal is to construct novel and prognostic nomograms for BC patients with bone metastasis at presentation. Methods We searched Surveillance, Epidemiology, and End Results (SEER) database for BC patients with bone metastasis at presentation between 2010 and 2016. Multivariate analysis was performed to obtain significantly independent variables. Then, novel prognostic nomograms were constructed based on those independent predictors. Results Tumor grade, histological type, primary tumor size, tumor subtype, surgery, chemotherapy and number of metastatic organs except bone were recognized as significantly independent variables of both overall survival (OS) and cancer-specific survival (CSS). Then those significant variables were integrated to construct nomograms for 3- and 5-year survival. Calibration plots for the 3- and 5-year survival in training and validation sets showed that the prediction curve was close to a 45 degree slash. The C-indices of OS in training and validation cohorts were 0.705 and 0.678, respectively. Similar results were observed for CSS in training and validation cohorts. Conclusions Our proposed nomograms can effectively and accurately predict the prognosis of BC patients with bone metastasis at presentation, which provide a basis for individual treatments for metastatic lesions.
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Affiliation(s)
- Zhan Wang
- Department of Orthopaedics, Centre for Orthopaedic Research, Orthopedics Research Institute of Zhejiang University, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Yonggang Cheng
- Department of Orthopaedics, Centre for Orthopaedic Research, Orthopedics Research Institute of Zhejiang University, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Shi Chen
- Department of Orthopaedics, Centre for Orthopaedic Research, Orthopedics Research Institute of Zhejiang University, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China.,Department of Orthopaedics, Ninghai First Hospital, Ninghai 315600, China
| | - Haiyu Shao
- Department of Orthopaedics, Centre for Orthopaedic Research, Orthopedics Research Institute of Zhejiang University, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Xiaowei Chen
- Department of Orthopaedics, Jingning Shezu Autonomous County People's Hospital, Lishui 323500, China
| | - Zenan Wang
- Department of Orthopaedics, Centre for Orthopaedic Research, Orthopedics Research Institute of Zhejiang University, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Yucheng Wang
- Graduate School of Hebei North University, Zhangjiakou 075000, China
| | - Hao Zhou
- Department of Orthopaedics, Centre for Orthopaedic Research, Orthopedics Research Institute of Zhejiang University, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Tao Chen
- Department of Orthopaedics, Centre for Orthopaedic Research, Orthopedics Research Institute of Zhejiang University, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Nong Lin
- Department of Orthopaedics, Centre for Orthopaedic Research, Orthopedics Research Institute of Zhejiang University, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
| | - Zhaoming Ye
- Department of Orthopaedics, Centre for Orthopaedic Research, Orthopedics Research Institute of Zhejiang University, The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou 310000, China
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15
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Gera R, Chehade HELH, Wazir U, Tayeh S, Kasem A, Mokbel K. Locoregional therapy of the primary tumour in de novo stage IV breast cancer in 216 066 patients: A meta-analysis. Sci Rep 2020; 10:2952. [PMID: 32076063 PMCID: PMC7031518 DOI: 10.1038/s41598-020-59908-1] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2019] [Accepted: 01/31/2020] [Indexed: 12/17/2022] Open
Abstract
Patients presenting with de novo stage IV metastatic breast cancer have a complex disease which is normally treated with palliative intent and systemic therapy. However, there is mounting evidence that resection of the primary tumour and/or localised radiotherapy (locoregional therapy; LRT) could be associated with overall survival improvements. We aimed to conduct a meta-analysis to inform decision making. Using the PubMed, Cochrane and Ovid SP databases, a literature review and meta-analysis were conducted to assess the effect of LRT on overall survival. Studies were analysed for the impact of LRT on survival. All forms of LRT resulted in a significant 31.8% reduction in mortality (N = 42; HR = 0.6823 (95% CI 0.6365; 0.7314)). Surgical resection resulted in a significant 36.2% reduction in mortality (N = 37; HR = 0.6379 (95% CI 0.5974; 0.6811)). The prospective trials reported a 19.23% reduction in mortality which was not statistically significant (N = 3, HR = 0.8077 (95% CI 0.5704; 1.1438). 216 066 patients were included. This is the largest meta-analysis regarding this question to date. Our meta-analysis shows that LRT of the primary tumour seems to improve overall survival in de novo stage IV disease. Therefore, this therapeutic option should be considered in selected patients after a careful multidisciplinary discussion.
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Affiliation(s)
- Ritika Gera
- The London Breast Institute, Princess Grace Hospital, London, UK
| | | | - Umar Wazir
- The London Breast Institute, Princess Grace Hospital, London, UK
| | - Salim Tayeh
- The London Breast Institute, Princess Grace Hospital, London, UK
| | - Abdul Kasem
- The London Breast Institute, Princess Grace Hospital, London, UK
| | - Kefah Mokbel
- The London Breast Institute, Princess Grace Hospital, London, UK.
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16
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Wang Z, Wang H, Sun X, Fang Y, Lu SS, Ding SN, Chen XS, Shen KW. A Risk Stratification Model for Predicting Overall Survival and Surgical Benefit in Triple-Negative Breast Cancer Patients With de novo Distant Metastasis. Front Oncol 2020; 10:14. [PMID: 32038988 PMCID: PMC6992581 DOI: 10.3389/fonc.2020.00014] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Accepted: 01/07/2020] [Indexed: 12/22/2022] Open
Abstract
Background and Aims: This research aimed to construct a novel model for predicting overall survival (OS) and surgical benefit in triple-negative breast cancer (TNBC) patients with de novo distant metastasis. Methods: We collected data from the Surveillance, Epidemiology, and End Results (SEER) database for TNBC patients with distant metastasis between 2010 and 2016. Patients were excluded if the data regarding metastatic status, follow-up time, or clinicopathological information were incomplete. Univariate and multivariate analyses were applied to identify significant prognostic parameters. By integrating these variables, a predictive nomogram and risk stratification model were constructed and assessed with C-indexes and calibration curves. Results: A total of 1,737 patients were finally identified. Patients enrolled from 2010 to 2014 were randomly assigned to two cohorts, 918 patients in the training cohort and 306 patients in the validation cohort I, and 513 patients enrolled from 2015 to 2016 were assigned to validation cohort II. Seven clinicopathological factors were included as prognostic variables in the nomogram: age, marital status, T stage, bone metastasis, brain metastasis, liver metastasis, and lung metastasis. The C-indexes were 0.72 [95% confidence interval [CI] 0.68-0.76] in the training cohort, 0.71 (95% CI 0.68-0.74) in validation cohort I and 0.71 (95% CI 0.67-0.75) in validation cohort II. Calibration plots indicated that the nomogram-based predictive outcome had good consistency with the recoded prognosis. A risk stratification model was further generated to accurately differentiate patients into three prognostic groups. In all cohorts, the median overall survival time in the low-, intermediate- and high-risk groups was 17.0 months (95% CI 15.6-18.4), 11.0 months (95% CI 10.0-12.0), and 6.0 months (95% CI 4.7-7.3), respectively. Locoregional surgery improved prognosis in both the low-risk [hazard ratio [HR] 0.49, 95% CI 0.41-0.60, P < 0.0001] and intermediate-risk groups (HR 0.55, 95% CI 0.46-0.67, P < 0.0001), but not in high-risk group (HR 0.73, 95% CI 0.52-1.03, P = 0.068). All stratified groups could prognostically benefit from chemotherapy (low-risk group: HR 0.50, 95% CI 0.35-0.69, P < 0.0001; intermediate-risk group: HR 0.34, 95% CI 0.26-0.44, P < 0.0001; and high-risk group: HR 0.16, 95% CI 0.10-0.25, P < 0.0001). Conclusion: A predictive nomogram and risk stratification model were constructed to assess prognosis in TNBC patients with de novo distant metastasis; these methods may provide additional introspection, integration and improvement for therapeutic decisions and further studies.
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Affiliation(s)
- Zheng Wang
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Hui Wang
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xi Sun
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yan Fang
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shuang-Shuang Lu
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shu-Ning Ding
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiao-Song Chen
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Kun-Wei Shen
- Comprehensive Breast Health Center, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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