Nomogram to predict the risk and survival of synchronous bone metastasis in colorectal cancer: a population-based real-world analysis

被引:23
作者
Han, Lingyu [1 ,2 ]
Dai, Weixing [1 ,2 ]
Mo, Shaobo [1 ,2 ]
Xiang, Wenqiang [1 ,2 ]
Li, Qingguo [1 ,2 ]
Xu, Ye [1 ,2 ]
Wang, Renjie [1 ,2 ]
Cai, Guoxiang [1 ,2 ]
机构
[1] Fudan Univ, Dept Colorectal Surg, Shanghai Canc Ctr, Shanghai 200032, Peoples R China
[2] Fudan Univ, Shanghai Med Coll, Dept Oncol, 270 Dongan Rd, Shanghai 200032, Peoples R China
基金
中国国家自然科学基金;
关键词
Colorectal cancer; Metastasis; Prognosis; Cancer risk factors; Nomogram;
D O I
10.1007/s00384-020-03612-z
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Purpose Bone metastasis (BM) can obviously affect the quality of life of patients in colorectal cancer (CRC), and the whole management of patients with BM would be attractive in current clinical practice. Methods A total of 52,859 patients during 2010-2015 were collected from Surveillance, Epidemiology, and End Results (SEER) database. After propensity score matching (PSM), cancer-specific survival (CCS) and overall survival (OS) with BM were adopted to assess survival probability difference. Logistic regression was used to identify risk factors for BM; COX proportion hazard regression was applied to explore prognosticators for OS in patients with BM. Subsequently, nomograms were constructed and receiver operating curves (ROCs) were used to confirm the validation of nomogram. Results Three hundred and forty-two (0.65%) patients were diagnosed with synchronous BM. After PSM, 16 variables were balanced. Tumor site, histology, grade, T stage, N stage, CEA, radiochemotherapy, surgery, and liver/lung/brain metastases were associated with BM, and histology, grade, T stage, N stage, CEA, chemotherapy, surgery, and liver/lung metastases were prognosticators for BM survival. Nomograms were applied and the ROC curve proved the predictive effects. Conclusion CRC patients with BM have worse real-world survival. Nomogram can predict incidence of BM in CRC patients and survival among patients with BM.
引用
收藏
页码:1575 / 1585
页数:11
相关论文
共 50 条
[41]   Primary tumor surgery improves survival of cancer patients with synchronous solitary bone metastasis: a large population-based study [J].
Wu, Wei ;
Zhang, Honghua ;
Fang, Zhong ;
Li, Feng .
ANNALS OF TRANSLATIONAL MEDICINE, 2021, 9 (01)
[42]   Preoperative nomogram to predict survival following colorectal cancer liver metastasis simultaneous resection [J].
Meng, Qingying ;
Zheng, Nanxin ;
Wen, Rongbo ;
Sui, Jinke ;
Zhang, Wei .
JOURNAL OF GASTROINTESTINAL ONCOLOGY, 2021, 12 (02) :556-+
[43]   Predictors for survival in patients with bone metastasis of small cell lung cancer A population-based study [J].
Xue, MingFeng ;
Chen, Gang ;
Chen, XingGuang ;
Hu, JunYu .
MEDICINE, 2021, 100 (34) :E27070
[44]   Development and validation of a nomogram to predict overall survival of conjunctival melanoma: a population-based study [J].
Peng, Yuan ;
Yuan, Lingmei ;
Zou, Shipeng ;
Li, Yanwei ;
Tong, Shengzhi ;
Huang, Binglin .
TRANSLATIONAL CANCER RESEARCH, 2024, 13 (02) :515-524
[45]   A prognostic index model to individually predict clinical outcomes for colorectal cancer with synchronous bone metastasis [J].
Guan, Xu ;
Ma, Chen-xi ;
Quan, Ji-chuan ;
Zhao, Zhi-xun ;
Chen, Hai-peng ;
Sun, Peng ;
Wang, Song ;
Lu, Zhao ;
Ma, Xiao-long ;
Liu, Zheng ;
Jiang, Zheng ;
Wang, Xi-shan .
JOURNAL OF CANCER, 2020, 11 (15) :4366-4372
[46]   Risk of arterial and venous thromboembolic events among patients with colorectal carcinoma: a real-world, population-based study [J].
Abdel-Rahman, Omar ;
Wu, Cynthia ;
Easaw, Jacob .
FUTURE ONCOLOGY, 2021, 17 (30) :3977-+
[47]   A Nomogram for Predicting the Risk of Bone Metastasis in Newly Diagnosed Head and Neck Cancer Patients: A Real-World Data Retrospective Cohort Study From SEER Database [J].
Huang, Chao ;
He, Jialin ;
Ding, Zichuan ;
Li, Hao ;
Zhou, Zongke ;
Shi, Xiaojun .
FRONTIERS IN GENETICS, 2022, 13
[48]   Establishment and validation of an individualized nomogram to predict distant metastasis in chondrosarcoma patients: a population-based study [J].
Hoang, Tien-Manh ;
Nguyen, Minh-Tien ;
Chen, Weisin ;
Zhuang, Chenyang ;
Wang, Zixiang ;
Wang, Hanquan ;
Li, Juan ;
Lin, Hong .
TRANSLATIONAL CANCER RESEARCH, 2022, 11 (02) :327-338
[49]   Score for the Survival Probability in Metastasis Breast Cancer: A Nomogram-Based Risk Assessment Model [J].
Xiong, Zhenchong ;
Deng, Guangzheng ;
Huang, Xinjian ;
Li, Xing ;
Xie, Xinhua ;
Wang, Jin ;
Shuang, Zeyu ;
Wang, Xi .
CANCER RESEARCH AND TREATMENT, 2018, 50 (04) :1260-1269
[50]   Prognostic scoring system for synchronous brain metastasis at diagnosis of colorectal cancer: A population-based study [J].
Ji-Chuan Quan ;
Xu Guan ;
Chen-Xi Ma ;
Zheng Liu ;
Ming Yang ;
Zhi-Xun Zhao ;
Peng Sun ;
Meng Zhuang ;
Song Wang ;
Zheng Jiang ;
Xi-Shan Wang .
World Journal of Gastrointestinal Oncology, 2020, (02) :195-204