Literature DB >> 32965529

Nomogram for predicting occurrence and prognosis of liver metastasis in colorectal cancer: a population-based study.

Mingshuang Tang1,2, Hongmei Wang3, Yitong Cao4, Ziqian Zeng2, Xuefeng Shan3, Lihua Wang5.   

Abstract

PURPOSE: This study aimed to investigate the prevalence, risk, and prognostic factors for synchronous liver metastasis (LM) in colorectal cancer (CRC) and to construct nomogram for predicting occurrence and prognosis of synchronous LM.
METHODS: A total of 203,998 CRC patients who were registered in the SEER database between 2010 and 2016 were included. Logistic regression was used to analyze risk factors and Kaplan-Meier was used to estimate the overall survival of CRC patients with LM. Potential prognostic factors were identified by multivariable Cox regression. For predicting the risk for development and prognosis in CRC patients with LM, we constructed nomogram and the predictive performance was estimated by the receiver operating characteristics cure, the concordance index, and calibration curve.
RESULTS: In total, 15.3% of the CRC patients (N = 31,288) had synchronous LM. Male gender, black, uninsured status, left colon, T4/T1, and bone and lung metastases were positively associated with synchronous LM risk. The 1-year, 3-year, and 5-year overall survival rate was 49.1%, 18.4%, and 9.2%, respectively. Older age, male gender, black, uninsured status, poor histological differentiation, lymphatic metastasis, T4/T1, positive carcinoembryonic antigen, and lung, bone, and brain metastases were associated with the overall survival. Nomogram was constructed to predict the development and prognosis of synchronous LM and both of them were proved to have good calibration and discrimination.
CONCLUSION: LM is highly prevalent in CRC patients. Nomogram basing on the risk and prognostic factors for synchronous LM was proved to have good performance for predicting the probability of LM occurrence and prognosis.

Entities:  

Keywords:  Colorectal cancer; Incidence; Liver metastasis; Nomogram; SEER; Survival

Mesh:

Year:  2020        PMID: 32965529     DOI: 10.1007/s00384-020-03722-8

Source DB:  PubMed          Journal:  Int J Colorectal Dis        ISSN: 0179-1958            Impact factor:   2.796


  30 in total

1.  Nationwide trends in incidence, treatment and survival of colorectal cancer patients with synchronous metastases.

Authors:  Lydia G M van der Geest; Jorine't Lam-Boer; Miriam Koopman; Cees Verhoef; Marloes A G Elferink; Johannes H W de Wilt
Journal:  Clin Exp Metastasis       Date:  2015-04-22       Impact factor: 5.150

2.  Survival rate of colon and rectum cancer in Iran: A systematic review and meta-analysis.

Authors:  M H Panahi; H Panahi; A Mahdavi Hezaveh; M A Mansournia; R Bidhendi Yarandi
Journal:  Neoplasma       Date:  2019-10-08       Impact factor: 2.575

3.  Prognosis of untreated liver metastasis from rectal cancer.

Authors:  D Görög; A Tóth; J Weltner
Journal:  Acta Chir Hung       Date:  1997

4.  A new nomogram for estimating survival in patients with brain metastases secondary to colorectal cancer.

Authors:  Filippo Pietrantonio; Giuseppe Aprile; Lorenza Rimassa; Pierfrancesco Franco; Sara Lonardi; Chiara Cremolini; Pamela Biondani; Elena Lara Sbicego; Francesco Pasqualetti; Gianluca Tomasello; Monica Niger; Mariaelena Casagrande; Michele Ghidini; Roberta Muni; Sabrina Montrone; Francesca Bergamo; Rosa Berenato; Caterina Fontanella; Silvia Bozzarelli; Roberto Moretto; Francesca Battaglin; Maria Di Bartolomeo; Filippo de Braud; Rosalba Miceli
Journal:  Radiother Oncol       Date:  2015-09-04       Impact factor: 6.280

5.  Brain metastases in newly diagnosed colorectal cancer: a population-based study.

Authors:  Lin Yang; Wenzhuo He; Qiankun Xie; Shousheng Liu; Pengfei Kong; Chang Jiang; Bei Zhang; Liangping Xia
Journal:  Cancer Manag Res       Date:  2018-11-15       Impact factor: 3.989

6.  Nomogram based on homogeneous and heterogeneous associated factors for predicting bone metastases in patients with different histological types of lung cancer.

Authors:  Chao Zhang; Min Mao; Xu Guo; Ping Cui; Lianmin Zhang; Yao Xu; Lili Li; Xiuxin Han; Karl Peltzer; Shunbin Xiong; Vladimir P Baklaushev; Xin Wang; Guowen Wang
Journal:  BMC Cancer       Date:  2019-03-15       Impact factor: 4.430

7.  A clinical model to predict the risk of synchronous bone metastasis in newly diagnosed colorectal cancer: a population-based study.

Authors:  Xu Guan; Chen-Xi Ma; Ji-Chuan Quan; Shuai Li; Zhi-Xun Zhao; Hai-Peng Chen; Ming Yang; Zheng Liu; Zheng Jiang; Xi-Shan Wang
Journal:  BMC Cancer       Date:  2019-07-17       Impact factor: 4.430

Review 8.  Epidemiology of colorectal cancer: incidence, mortality, survival, and risk factors.

Authors:  Prashanth Rawla; Tagore Sunkara; Adam Barsouk
Journal:  Prz Gastroenterol       Date:  2019-01-06

9.  Liver metastasis in colorectal cancer: evaluation of segmental distribution.

Authors:  Cengiz Kadiyoran; Hilal Akay Cizmecioglu; Erkan Cure; Mehmet Aykut Yildirim; Pinar Diydem Yilmaz
Journal:  Prz Gastroenterol       Date:  2019-09-27

10.  A Nomogram To Predict The Overall Survival Of Breast Cancer Patients And Guide The Postoperative Adjuvant Chemotherapy In China.

Authors:  Xin Wang; Ziwei Feng; Yubei Huang; Haixin Li; Ping Cui; Dezheng Wang; Hongji Dai; Fangfang Song; Hong Zheng; Peishan Wang; Xuchen Cao; Lin Gu; Jin Zhang; Fengju Song; Kexin Chen
Journal:  Cancer Manag Res       Date:  2019-11-28       Impact factor: 3.989

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  12 in total

1.  Nomogram predicting the cancer-specific survival of early-onset colorectal cancer patients with synchronous liver metastasis: a population-based study.

Authors:  Xueliang Ding; Xiaodong Yang; Dafu Wu; Yaguang Huang; Yanwen Dai; Jiajing Li; Weilong Chang; Mozhen Chi; Shaobo Tian
Journal:  Int J Colorectal Dis       Date:  2022-05-07       Impact factor: 2.571

2.  Pattern of distant metastases and predictive nomograms in colorectal mucinous adenocarcinoma: a SEER analysis.

Authors:  Lian Lian; Xue-Fei Xu; Xiao-Ming Shen; Tie-Ao Huang; Xian-Min Li; Shu-Guang Han; Chong Zhou; You-You Xia
Journal:  J Gastrointest Oncol       Date:  2021-12

3.  PI3K/Akt/YAP signaling promotes migration and invasion of DLD-1 colorectal cancer cells.

Authors:  Tomoya Takeda; Yuuta Yamamoto; Masanobu Tsubaki; Takuya Matsuda; Akihiro Kimura; Natsumi Shimo; Shozo Nishida
Journal:  Oncol Lett       Date:  2022-02-03       Impact factor: 2.967

4.  A Population-Based Study: How to Identify High-Risk T1-2 Esophageal Cancer Patients?

Authors:  Yiming Qi; Shuangshuang Wu; Linghui Tao; Guoshu Xu; Jiabin Chen; Zhengquan Feng; Chao Lu; Yanli Wan; Jing Li
Journal:  Front Oncol       Date:  2021-12-13       Impact factor: 6.244

5.  Application of artificial intelligence in a real-world research for predicting the risk of liver metastasis in T1 colorectal cancer.

Authors:  Tenghui Han; Jun Zhu; Xiaoping Chen; Rujie Chen; Yu Jiang; Shuai Wang; Dong Xu; Gang Shen; Jianyong Zheng; Chunsheng Xu
Journal:  Cancer Cell Int       Date:  2022-01-15       Impact factor: 5.722

6.  New nomograms to predict overall and cancer-specific survival of angiosarcoma.

Authors:  Yuan-Yuan Liu; Bu-Shu Xu; Qiu-Zhong Pan; De-Sheng Weng; Xing Zhang; Rui-Qing Peng
Journal:  Cancer Med       Date:  2021-11-16       Impact factor: 4.452

7.  Nomogram for predicting occurrence of synchronous liver metastasis in colorectal cancer: a single-center retrospective study based on pathological factors.

Authors:  Yunxiao Liu; Yuliuming Wang; Hao Zhang; Mingyu Zheng; Chunlin Wang; Zhiqiao Hu; Yang Wang; Huan Xiong; Hanqing Hu; Qingchao Tang; Guiyu Wang
Journal:  World J Surg Oncol       Date:  2022-02-19       Impact factor: 2.754

8.  Development and External Validation of a Nomogram for Predicting Acute Kidney Injury in Cardiogenic Shock Patients in Intensive Care Unit.

Authors:  Shuai Fu; Quan Wang; Weidong Chen; Hong Liu; Hongbo Li
Journal:  Int J Gen Med       Date:  2022-04-11

9.  Homogeneous and heterogeneous risk and prognostic factors for lung metastasis in colorectal cancer patients.

Authors:  Hongmei Wang; Xuefeng Shan; Min Zhang; Kun Qian; Zhengze Shen; Weiying Zhou
Journal:  BMC Gastroenterol       Date:  2022-04-18       Impact factor: 2.847

10.  Predicting metachronous liver metastasis in patients with colorectal cancer: development and assessment of a new nomogram.

Authors:  Mengdi Hao; Huimin Li; Kun Wang; Yin Liu; Xiaoqing Liang; Lei Ding
Journal:  World J Surg Oncol       Date:  2022-03-12       Impact factor: 2.754

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