Incidence, prognosis and nomograms of breast cancer with bone metastases at initial diagnosis: a large population-based study

被引:0
|
作者
Yao, Yu-Bin [1 ]
Zheng, Xue-Er [2 ]
Luo, Xiao-Bin [3 ,4 ]
Wu, Ai-Min [3 ,4 ,5 ]
机构
[1] Wenzhou Med Univ, Affiliated Hosp 1, Wenzhou 325000, Zhejiang, Peoples R China
[2] Zhejiang Chinese Med Univ, Clin Med Coll 1, Hangzhou 310053, Zhejiang, Peoples R China
[3] Wenzhou Med Univ, Dept Orthopaed, Affiliated Hosp 2, 109 Xueyuan Rd, Wenzhou 325027, Peoples R China
[4] Wenzhou Med Univ, Yuying Childrens Hosp, 109 Xueyuan Rd, Wenzhou 325027, Peoples R China
[5] Wenzhou Med Univ, Zhejiang Prov Key Lab Orthopaed, Wenzhou 325027, Peoples R China
来源
关键词
Breast cancer; bone metastasis; surveillance; epidemiology; and end result (SEER); prognosis; nomo-grams; SKELETAL-RELATED EVENTS; CLINICAL-FEATURES; ASSOCIATION; THERAPY; DISEASE; RISK; END;
D O I
暂无
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Bone is the most common metastatic site for breast cancer, and patients' condition will deteriorate when it occurs. Methods: We performed a retrospective analysis on 6482 breast cancer patients with bone metastases (BCBM), who were selected from the Surveillance, Epidemiology, and End Result (SEER) 18 registry database. The optimal age cut-points were generated by using the X-tile software. By using Cox regression, we selected independent prognostic factors from 21 variables, and plotted a visual nomogram to predict the probability of surviving to the median survival time. We also diagrammed a competing risk nomogram on the basis of competitive risk model. Results: Compared with other three common metastatic sites, the incidence of bone metastasis was the highest for patients with breast cancer. The incidence of BCBM peaked around the age of 60, and a large majority of patients were between the ages of 50 and 70. The survival rate decreased with age, and the median survival time was about 19 months. Factors of age, race, marital status, grade, human epidermal growth factor receptor-2 (HER2) receptor, hormone receptor, concurrent brain metastasis, concurrent liver metastasis, concurrent lung metastasis, surgery and chemotherapy are strongly related to the prognosis of patients with BCBM. It was revealed that the C-index of the nomogram was 0.72 and the calibration curves showed good agreement between the nomogram prediction and actual observation. Conclusion: Our practical nomograms provide a visual and user-friendly tool in the risk evaluation and prognostic prediction for breast cancer patients with bone metastases.
引用
收藏
页码:10248 / 10261
页数:14
相关论文
共 50 条
  • [1] Incidence proportions and prognosis of breast cancer patients with bone metastases at initial diagnosis
    Gong, Yue
    Zhang, Jing
    Ji, Peng
    Ling, Hong
    Hu, Xin
    Shao, Zhi-Ming
    [J]. CANCER MEDICINE, 2018, 7 (08): : 4156 - 4169
  • [2] Prevalence and prognosis of bone metastases in common solid cancers at initial diagnosis: a population-based study
    Zhang, Jing
    Cai, Dongfeng
    Hong, Song
    [J]. BMJ OPEN, 2023, 13 (10):
  • [3] Breast Subtypes and Prognosis of Breast Cancer Patients With Initial Bone Metastasis: A Population-Based Study
    Liu, Deyue
    Wu, Jiayi
    Lin, Caijin
    Andriani, Lisa
    Ding, Shuning
    Shen, Kunwei
    Zhu, Li
    [J]. FRONTIERS IN ONCOLOGY, 2020, 10
  • [4] Prognosis of breast cancer patients with initial bone metastasis: A population-based study.
    Liu, Deyue
    Wu, Jiayi
    Zhu, Li
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2020, 38 (15)
  • [5] Incidence of patients with bone metastases at diagnosis of solid tumors in adults: a large population-based study
    Huang, Jin-Feng
    Shen, Jianfei
    Li, Xiao
    Rengan, Ramesh
    Silvestris, Nicola
    Wang, Minqi
    Derosa, Lisa
    Zheng, Xuanqi
    Belli, Andrea
    Zhang, Xiao-Lei
    Li, Yan Michael
    Wu, Aimin
    [J]. ANNALS OF TRANSLATIONAL MEDICINE, 2020, 8 (07)
  • [6] Incidence and prognostic factors of patients with synchronous liver metastases upon initial diagnosis of breast cancer: a population-based study
    Zhao, Hai-yun
    Gong, Yue
    Ye, Fu-gui
    Ling, Hong
    Hu, Xin
    [J]. CANCER MANAGEMENT AND RESEARCH, 2018, 10 : 5937 - 5950
  • [7] Sites of synchronous distant metastases and prognosis in prostate cancer patients with bone metastases at initial diagnosis: a population-based study of 16,643 patients
    Zhao, Feng
    Wang, Jili
    Chen, Meiqin
    Chen, Danni
    Ye, Sunyi
    Li, Xinke
    Chen, Xin
    Ren, Guoping
    Yan, Senxiang
    [J]. CLINICAL AND TRANSLATIONAL MEDICINE, 2019, 8 (01):
  • [8] A population-based study of synchronous distant metastases and prognosis in patients with PDAC at initial diagnosis
    Zhang, Leiming
    Jin, Rong
    Yang, Xuanang
    Ying, Dongjian
    [J]. FRONTIERS IN ONCOLOGY, 2023, 13
  • [9] Incidence and prognosis of patients with brain metastases at diagnosis of systemic malignancy: a population-based study
    Cagney, Daniel N.
    Martin, Allison M.
    Catalano, Paul J.
    Redig, Amanda J.
    Lin, Nancy U.
    Lee, Eudocia Q.
    Wen, Patrick Y.
    Dunn, Ian F.
    Bi, Wenya Linda
    Weiss, Stephanie E.
    Haas-Kogan, Daphne A.
    Alexander, Brian M.
    Aizer, Ayal A.
    [J]. NEURO-ONCOLOGY, 2017, 19 (11) : 1511 - 1521
  • [10] Incidence, risk factors and prognosis associated with brain metastases in newly diagnosed breast cancer: a population-based study
    Liang, C.
    Han, C.
    Ren, C.
    [J]. EUROPEAN JOURNAL OF IMMUNOLOGY, 2019, 49 : 83 - 83