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Wang X, Feng Z, Huang Y, Li H, Cui P, Wang D, Dai H, Song F, Zheng H, Wang P, Cao X, Gu L, Zhang J, Song F, Chen K. A Nomogram To Predict The Overall Survival Of Breast Cancer Patients And Guide The Postoperative Adjuvant Chemotherapy In China. Cancer Manag Res 2019; 11:10029-10039. [PMID: 31819635 PMCID: PMC6886546 DOI: 10.2147/cmar.s215000] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Accepted: 10/12/2019] [Indexed: 01/02/2023] Open
Abstract
Purpose We aim to construct a nomogram to predict breast cancer survival and guide postoperative adjuvant chemotherapy in China. Patients and methods A total of 5,504 breast cancer patients from the Tianjin Breast Cancer Cases Cohort were included. Multivariable Cox regression was used to investigate the factors associated with overall survival (OS) and a nomogram was constructed based on these prognostic factors. The nomogram was internal and external validated and the performance was evaluated by area under the curve (AUC) and calibration curve. The partial score was also constructed and stratified them into low, moderate and high-risk subgroups for death according to the tripartite grouping method. Multivariate Cox regression analysis and the propensity score matching method were respectively used to test the association between adjuvant chemotherapy and OS in different risk subgroups. Results Age, diameter, histological differentiation, lymph node metastasis, estrogen, and progesterone receptor were incorporated into the nomogram and validation results showed this nomogram was well-calibrated to predict the 3-year [AUC =74.1%; 95% confidence interval (CI): 70.1–78.0%] and 5-year overall survival [AUC =72.3%; 95% CI: 69.6–75.1%]. Adjuvant chemotherapy was negatively associated with death in high risk subgroup [Hazard Ratio (HR) = 0.54; 95% CI: 0.37–0.77; P<0.001]. However, no significant association were found in groups with low (HR=1.47; 95% CI: 0.52–4.19; P=0.47) and moderate risk (HR=0.78; 95% CI: 0.42–1.48; P=0.45). The 1:1 PSM generated 822 pairs of well-matched patients and Kaplan-Meier showed the high-risk patients could benefit from chemotherapy, whereas low risk and moderate risk subjects did not appear to benefit from chemotherapy. Conclusion Not all of the breast cancer patients benefit equally from chemotherapy. The nomogram could be used to evaluate the overall survival of breast cancer patients and predict the magnitude of benefit and guide adjuvant chemotherapy for breast cancer patients after surgery.
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Affiliation(s)
- Xin Wang
- Department of Epidemiology and Biostatistics, National Clinical Research Center for Cancer,Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, People's Republic of China
| | - Ziwei Feng
- Department of Epidemiology and Biostatistics, National Clinical Research Center for Cancer,Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, People's Republic of China
| | - Yubei Huang
- Department of Epidemiology and Biostatistics, National Clinical Research Center for Cancer,Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, People's Republic of China
| | - Haixin Li
- Department of Epidemiology and Biostatistics, National Clinical Research Center for Cancer,Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, People's Republic of China.,Department of Cancer Biobank, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, People's Republic of China
| | - Ping Cui
- Department of Epidemiology and Biostatistics, National Clinical Research Center for Cancer,Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, People's Republic of China
| | - Dezheng Wang
- Center for Non-Communicable Disease Control and Prevention, Tianjin Centers for Disease Control and Prevention, Tianjin 300011, People's Republic of China
| | - Hongji Dai
- Department of Epidemiology and Biostatistics, National Clinical Research Center for Cancer,Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, People's Republic of China
| | - Fangfang Song
- Department of Epidemiology and Biostatistics, National Clinical Research Center for Cancer,Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, People's Republic of China
| | - Hong Zheng
- Department of Epidemiology and Biostatistics, National Clinical Research Center for Cancer,Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, People's Republic of China
| | - Peishan Wang
- Department of Epidemiology and Biostatistics, National Clinical Research Center for Cancer,Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, People's Republic of China
| | - Xuchen Cao
- The First Department of Breast Cancer, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, People's Republic of China
| | - Lin Gu
- The Second Department of Breast Cancer, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, People's Republic of China
| | - Jin Zhang
- The Third Department of Breast Cancer, National Clinical Research Center for Cancer, Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, People's Republic of China
| | - Fengju Song
- Department of Epidemiology and Biostatistics, National Clinical Research Center for Cancer,Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, People's Republic of China
| | - Kexin Chen
- Department of Epidemiology and Biostatistics, National Clinical Research Center for Cancer,Key Laboratory of Cancer Prevention and Therapy, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, People's Republic of China
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Powis M, Groome P, Biswanger N, Kendell C, Decker KM, Grunfeld E, McBride ML, Urquhart R, Winget M, Porter GA, Krzyzanowska MK. Cross-Canada differences in early-stage breast cancer treatment and acute-care use. Curr Oncol 2019; 26:e624-e639. [PMID: 31708656 PMCID: PMC6821122 DOI: 10.3747/co.26.5003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022] Open
Abstract
Background Chemotherapy has improved outcomes in early-stage breast cancer, but treatment practices vary, and use of acute care is common. We conducted a pan-Canadian study to describe treatment differences and the incidence of emergency department visits (edvs), edvs leading to hospitalization (edvhs), and direct hospitalizations (hs) during adjuvant chemotherapy. Methods The cohort consisted of women diagnosed with early-stage breast cancer (stages i-iii) during 2007-2012 in British Columbia, Manitoba, Ontario, or Nova Scotia who underwent curative surgery. Parallel provincial analyses were undertaken using linked clinical, registry, and administrative databases. The incidences of edvs, edvhs, and hs in the 6 months after treatment initiation were examined for patients treated with adjuvant chemotherapy. Results The cohort consisted of 50,224 patients. The proportion of patients who received chemotherapy varied by province, with Ontario having the highest proportion (46.4%), and Nova Scotia, the lowest proportion (38.0%). Age, stage, receptor status, comorbidities, and geographic location were associated with receipt of chemotherapy in all provinces. Ontario had the highest proportion of patients experiencing an edv (36.1%), but the lowest proportion experiencing h (6.4%). Conversely, British Columbia had the lowest proportion of patients experiencing an edv (16.0%), but the highest proportion experiencing h (26.7%). The proportion of patients having an edvh was similar across provinces (13.9%-16.8%). Geographic location was associated with edvs, edvhs, and hs in all provinces. Conclusions Intra- and inter-provincial differences in the use of chemotherapy and acute care were observed. Understanding variations in care can help to identify gaps and opportunities for improvement and shared learnings.
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Affiliation(s)
- M Powis
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON
| | - P Groome
- Division of Cancer Care and Epidemiology, Cancer Research Institute, Queen's University, Kingston, ON
| | - N Biswanger
- Epidemiology and Cancer Registry Department, CancerCare Manitoba, Winnipeg, MB
| | - C Kendell
- Cancer Outcomes Research Program, Department of Surgery, Dalhousie University and Nova Scotia Health Authority, Halifax, NS
| | - K M Decker
- Department of Community Health Sciences, University of Manitoba, Winnipeg, MB
- Epidemiology and Cancer Registry, CancerCare Manitoba, Winnipeg, MB
| | - E Grunfeld
- Department of Family and Community Medicine, University of Toronto, Toronto, ON
| | - M L McBride
- Cancer Control Research, BC Cancer, Vancouver, BC
| | | | - M Winget
- Stanford University School of Medicine, Stanford, CA, U.S.A
| | - G A Porter
- Department of Surgery, Queen Elizabeth ii Health Sciences Centre, Halifax, NS
| | - M K Krzyzanowska
- Division of Medical Oncology and Hematology, Princess Margaret Cancer Centre, University Health Network, Toronto, ON
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He X, Chen W, Tang D, Wen F, Zhang P, Li Q. Factors related to the receipt of adjuvant therapy among patients with gastric cancer in Western China. Eur J Cancer Care (Engl) 2019; 28:e13012. [PMID: 30748055 DOI: 10.1111/ecc.13012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2017] [Revised: 10/23/2018] [Accepted: 01/17/2019] [Indexed: 02/05/2023]
Abstract
OBJECTIVE Adjuvant therapy following curative resection has been shown to be associated with significant survival benefits in patients with gastric cancer (GC); however, this treatment is not available to some patients. The aim was to investigate factors associated with the receipt of adjuvant therapy among GC patients. METHODS This is a retrospective study including patients with stage IB-IIIC gastric adenocarcinoma who underwent curative resection between November 2010 and July 2014. Patients were identified using a database from West China Hospital, Sichuan University. Univariate and multivariable analyses examined factors associated with adjuvant therapy receipt. RESULTS A total of 1,476 patients were included. Among these, 852 patients were eligible, with 157 patients not receiving adjuvant therapy. Age, education, income, residence, medical insurance, employment status and visiting an oncologist were independently associated with adjuvant therapy receipt by univariate analysis. After adjustment for other factors, medical insurance (p = 0.005), employment status (p = 0.008) and visiting an oncologist (p < 0.001) remained significantly correlated, and income was near the threshold of a significant difference (p = 0.050). CONCLUSION Our study indicates that disparities do exist in determining the receipt of adjuvant therapy in GC patients according to income, insurance and employment status, and highlight the importance of visiting an oncologist postoperatively.
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Affiliation(s)
- Xiaofeng He
- Department of Medical Oncology, Division of Abdominal Cancer, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China.,Department of Medical Oncology, The First People's Hospital of Longquanyi District, Chengdu, Sichuan, China
| | - Wenwen Chen
- Department of Medical Oncology, The First People's Hospital of Longquanyi District, Chengdu, Sichuan, China
| | - Dan Tang
- Department of Medical Oncology, The First People's Hospital of Longquanyi District, Chengdu, Sichuan, China
| | - Feng Wen
- Department of Medical Oncology, Division of Abdominal Cancer, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Pengfei Zhang
- Department of Medical Oncology, Division of Abdominal Cancer, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
| | - Qiu Li
- Department of Medical Oncology, Division of Abdominal Cancer, Cancer Center, West China Hospital, Sichuan University, Chengdu, Sichuan, China
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Zhu Z, Huo Q, Wang S, Yang Q. Occupational type affects the receipt of breast cancer adjuvant chemotherapy in China. Oncol Lett 2015; 10:2547-2552. [PMID: 26622887 DOI: 10.3892/ol.2015.3571] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2015] [Accepted: 07/07/2015] [Indexed: 01/10/2023] Open
Abstract
Adjuvant chemotherapy has been demonstrated to improve the prognosis of patients with early-stage breast cancer; however, the high cost and side effects associated with this treatment may discourage patients from receiving it. The present study assessed the candidate factors that may influence decisions regarding postoperative adjuvant chemotherapy in females with early-stage breast cancer. Patients diagnosed with invasive breast cancer between January 2000 and December 2007 were enrolled in the study. Information about the patients, including socio-demographic factors, clinicopathological characteristics and receipt of adjuvant chemotherapy, was obtained from their medical records. Overall, 434 out of 1,296 (33.5%) patients with breast cancer decided against receiving adjuvant chemotherapy. Receipt of chemotherapy was significantly associated with the age of the patient at the time of diagnosis (P=0.029), occupational type (P=0.023), and lymph node status (P<0.001). Moderate associations were also observed between receipt of adjuvant chemotherapy and the patients family history of cancer (P=0.055) and hormone-receptor status (P=0.075). The results of the present study suggest that the occupational type of the patient is associated with receipt of adjuvant chemotherapy in China. This observation may provide a novel strategy for physicians to improve patients compliance regarding adjuvant chemotherapy. Further studies in additional developing countries are required in order to validate these observations.
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Affiliation(s)
- Zhengzhi Zhu
- Department of Breast Surgery, Qilu Hospital of Shandong University, Jinan, Shandong 250012, P.R. China ; Department of Oncology Surgery, First Affiliated Hospital of Bengbu Medical College, Bengbu, Anhui 233004, P.R. China
| | - Qiang Huo
- Department of Breast Surgery, Qilu Hospital of Shandong University, Jinan, Shandong 250012, P.R. China
| | - Shengying Wang
- Medical Center of Breast Disease, Anhui Tumor Hospital, Anhui Medical University, Hefei, Anhui 230001, P.R. China
| | - Qifeng Yang
- Department of Breast Surgery, Qilu Hospital of Shandong University, Jinan, Shandong 250012, P.R. China
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Lim SH, Delaney GP, Descallar J, Sayaloune P, Papadatos G, de Souza P. Outcomes of ethnic minority groups with node-positive, non-metastatic breast cancer in two tertiary referral centers in Sydney, Australia. PLoS One 2014; 9:e95852. [PMID: 24752636 PMCID: PMC3994117 DOI: 10.1371/journal.pone.0095852] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2013] [Accepted: 03/31/2014] [Indexed: 12/02/2022] Open
Abstract
Purpose There is a lack of information in ethnic minority groups with regard to presentation and treatment of early node-positive breast cancer. We carried out a retrospective study of patients referred to two tertiary cancer centers in South Western Sydney, both of which serve a high proportion of this ethnic minority population. Patients and methods Women who had pathologically node-positive non-metastatic breast cancer (T1-3, N1-3, M0) diagnosed between 2003 and 2006 were studied, with variables of interest being tumor size, number of positive nodes, histological grade, hormone receptor status, age at diagnosis, country of birth and treatment. We compared the Asian and Western subgroups with regard to tumor characteristics, treatment and clinical outcomes. Results A total of 652 eligible patients were identified, with a median follow-up of 6.1 years. Women with Asian backgrounds (n = 125, 20%) were significantly younger at presentation (48 years versus 55 years, p-value <0.0001) and more likely to undergo mastectomy (53% versus 39%, p-value 0.0009) and chemotherapy (86% versus 72%, p-value 0.0063) than their non-Asian counterparts. Tumor stage, grade and receptor status were not statistically different between these two groups. There were also no differences in disease-free survival and overall survival, with medians of 12.7 and 14.8 years respectively. Conclusion Women of Asian background are younger at diagnosis, which may reflect population epidemiology and likely results in higher uptake of chemotherapy. Higher mastectomy rates may be influenced by cultural factors. Future research is warranted to investigate potential differences in tumor biology, psychosocial, economic and cultural factors.
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Affiliation(s)
- Stephanie H. Lim
- Department of Medical Oncology, Liverpool and Campbelltown Hospitals, New South Wales, Australia
- Ingham Institute for Applied Medical Research, New South Wales, Australia
- School of Medicine, University of New South Wales, New South Wales, Australia
- * E-mail:
| | - Geoff P. Delaney
- Ingham Institute for Applied Medical Research, New South Wales, Australia
- School of Medicine, University of New South Wales, New South Wales, Australia
- Cancer Services, South Western Sydney Local Health District, New South Wales, Australia
- School of Medicine, Molecular Medicine Research Group, University of Western Sydney, New South Wales, Australia
| | - Joseph Descallar
- Ingham Institute for Applied Medical Research, New South Wales, Australia
| | - Phan Sayaloune
- Cancer Services, South Western Sydney Local Health District, New South Wales, Australia
| | - George Papadatos
- Cancer Services, South Western Sydney Local Health District, New South Wales, Australia
| | - Paul de Souza
- Department of Medical Oncology, Liverpool and Campbelltown Hospitals, New South Wales, Australia
- Ingham Institute for Applied Medical Research, New South Wales, Australia
- School of Medicine, University of New South Wales, New South Wales, Australia
- Cancer Services, South Western Sydney Local Health District, New South Wales, Australia
- School of Medicine, Molecular Medicine Research Group, University of Western Sydney, New South Wales, Australia
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