Risk factors, prognostic factors, and nomograms for liver metastasis in stage Tis-T2 colorectal cancer patients from a population-based study

Liver metastasis(LM) is the primary cause of mortality in patients with colorectal cancer. The incidence of liver metastasis in patients with stage T is -T 2 colorectal cancer is uncommon, and there is limited research available. While nomograms have been increasingly utilized in oncology, there is...

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Published inScientific reports Vol. 15; no. 1; pp. 14783 - 15
Main Authors Lin, Zejin, Lin, Zeyu, Yi, Taijun, Liang, Yongling, Mai, Ziyan, Li, Xingyu, Zhong, Chengrui, Wan, Yunle, Li, Guolin
Format Journal Article
LanguageEnglish
Published London Nature Publishing Group UK 28.04.2025
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Abstract Liver metastasis(LM) is the primary cause of mortality in patients with colorectal cancer. The incidence of liver metastasis in patients with stage T is -T 2 colorectal cancer is uncommon, and there is limited research available. While nomograms have been increasingly utilized in oncology, there is a lack of studies focusing on the diagnosis and prognostic assessment of liver metastasis in patients with stage T is -T 2 colorectal cancer. The data of patients with stage T is -T 2 colorectal cancer diagnosed between 2010 and 2015 were extracted from the Surveillance, Epidemiology, and End Results (SEER) database. Univariate and multivariate logistic regression analyses were conducted to identify the independent risk factors for liver metastasis in patients with stage T is -T 2 colorectal cancer. Additionally, both univariate and multivariate Cox proportional hazards regression analyses were performed to determine the independent prognostic factors in patients with stage T is -T 2 colorectal cancer who had liver metastasis. Subsequently, two nomograms were developed and the results were assessed using receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA). A total of 11,116 patients diagnosed with stage T is -T 2 colorectal cancer were studied, among whom 190 (1.71%) developed liver metastasis. The identified independent risk factors for liver metastasis in these patients included age, sex, primary tumor size, serum CEA levels, N stage, and histological type. Furthermore, sex, race, primary tumor size, serum CEA levels, and chemotherapy were found to be independent factors influencing the prognosis of patients with stage T is -T 2 colorectal cancer who developed liver metastasis. The accuracy of predicting the risk and prognosis of liver metastasis in these patients was confirmed through various analyses such as ROC curves, calibration curves, DCA curves, and Kaplan-Meier survival curves on both training and validation sets using two nomograms. The two nomograms are considered effective tools for predicting the risk of liver metastasis in patients with stage T is -T 2 colorectal cancer, as well as predicting the prognosis of patients with liver metastasis. These tools can aid in clinical decision-making.
AbstractList Liver metastasis(LM) is the primary cause of mortality in patients with colorectal cancer. The incidence of liver metastasis in patients with stage Tis-T2 colorectal cancer is uncommon, and there is limited research available. While nomograms have been increasingly utilized in oncology, there is a lack of studies focusing on the diagnosis and prognostic assessment of liver metastasis in patients with stage Tis-T2 colorectal cancer. The data of patients with stage Tis-T2 colorectal cancer diagnosed between 2010 and 2015 were extracted from the Surveillance, Epidemiology, and End Results (SEER) database. Univariate and multivariate logistic regression analyses were conducted to identify the independent risk factors for liver metastasis in patients with stage Tis-T2 colorectal cancer. Additionally, both univariate and multivariate Cox proportional hazards regression analyses were performed to determine the independent prognostic factors in patients with stage Tis-T2 colorectal cancer who had liver metastasis. Subsequently, two nomograms were developed and the results were assessed using receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA). A total of 11,116 patients diagnosed with stage Tis-T2 colorectal cancer were studied, among whom 190 (1.71%) developed liver metastasis. The identified independent risk factors for liver metastasis in these patients included age, sex, primary tumor size, serum CEA levels, N stage, and histological type. Furthermore, sex, race, primary tumor size, serum CEA levels, and chemotherapy were found to be independent factors influencing the prognosis of patients with stage Tis-T2 colorectal cancer who developed liver metastasis. The accuracy of predicting the risk and prognosis of liver metastasis in these patients was confirmed through various analyses such as ROC curves, calibration curves, DCA curves, and Kaplan-Meier survival curves on both training and validation sets using two nomograms. The two nomograms are considered effective tools for predicting the risk of liver metastasis in patients with stage Tis-T2 colorectal cancer, as well as predicting the prognosis of patients with liver metastasis. These tools can aid in clinical decision-making.Liver metastasis(LM) is the primary cause of mortality in patients with colorectal cancer. The incidence of liver metastasis in patients with stage Tis-T2 colorectal cancer is uncommon, and there is limited research available. While nomograms have been increasingly utilized in oncology, there is a lack of studies focusing on the diagnosis and prognostic assessment of liver metastasis in patients with stage Tis-T2 colorectal cancer. The data of patients with stage Tis-T2 colorectal cancer diagnosed between 2010 and 2015 were extracted from the Surveillance, Epidemiology, and End Results (SEER) database. Univariate and multivariate logistic regression analyses were conducted to identify the independent risk factors for liver metastasis in patients with stage Tis-T2 colorectal cancer. Additionally, both univariate and multivariate Cox proportional hazards regression analyses were performed to determine the independent prognostic factors in patients with stage Tis-T2 colorectal cancer who had liver metastasis. Subsequently, two nomograms were developed and the results were assessed using receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA). A total of 11,116 patients diagnosed with stage Tis-T2 colorectal cancer were studied, among whom 190 (1.71%) developed liver metastasis. The identified independent risk factors for liver metastasis in these patients included age, sex, primary tumor size, serum CEA levels, N stage, and histological type. Furthermore, sex, race, primary tumor size, serum CEA levels, and chemotherapy were found to be independent factors influencing the prognosis of patients with stage Tis-T2 colorectal cancer who developed liver metastasis. The accuracy of predicting the risk and prognosis of liver metastasis in these patients was confirmed through various analyses such as ROC curves, calibration curves, DCA curves, and Kaplan-Meier survival curves on both training and validation sets using two nomograms. The two nomograms are considered effective tools for predicting the risk of liver metastasis in patients with stage Tis-T2 colorectal cancer, as well as predicting the prognosis of patients with liver metastasis. These tools can aid in clinical decision-making.
Liver metastasis(LM) is the primary cause of mortality in patients with colorectal cancer. The incidence of liver metastasis in patients with stage T is -T 2 colorectal cancer is uncommon, and there is limited research available. While nomograms have been increasingly utilized in oncology, there is a lack of studies focusing on the diagnosis and prognostic assessment of liver metastasis in patients with stage T is -T 2 colorectal cancer. The data of patients with stage T is -T 2 colorectal cancer diagnosed between 2010 and 2015 were extracted from the Surveillance, Epidemiology, and End Results (SEER) database. Univariate and multivariate logistic regression analyses were conducted to identify the independent risk factors for liver metastasis in patients with stage T is -T 2 colorectal cancer. Additionally, both univariate and multivariate Cox proportional hazards regression analyses were performed to determine the independent prognostic factors in patients with stage T is -T 2 colorectal cancer who had liver metastasis. Subsequently, two nomograms were developed and the results were assessed using receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA). A total of 11,116 patients diagnosed with stage T is -T 2 colorectal cancer were studied, among whom 190 (1.71%) developed liver metastasis. The identified independent risk factors for liver metastasis in these patients included age, sex, primary tumor size, serum CEA levels, N stage, and histological type. Furthermore, sex, race, primary tumor size, serum CEA levels, and chemotherapy were found to be independent factors influencing the prognosis of patients with stage T is -T 2 colorectal cancer who developed liver metastasis. The accuracy of predicting the risk and prognosis of liver metastasis in these patients was confirmed through various analyses such as ROC curves, calibration curves, DCA curves, and Kaplan-Meier survival curves on both training and validation sets using two nomograms. The two nomograms are considered effective tools for predicting the risk of liver metastasis in patients with stage T is -T 2 colorectal cancer, as well as predicting the prognosis of patients with liver metastasis. These tools can aid in clinical decision-making.
Abstract Liver metastasis(LM) is the primary cause of mortality in patients with colorectal cancer. The incidence of liver metastasis in patients with stage Tis-T2 colorectal cancer is uncommon, and there is limited research available. While nomograms have been increasingly utilized in oncology, there is a lack of studies focusing on the diagnosis and prognostic assessment of liver metastasis in patients with stage Tis-T2 colorectal cancer. The data of patients with stage Tis-T2 colorectal cancer diagnosed between 2010 and 2015 were extracted from the Surveillance, Epidemiology, and End Results (SEER) database. Univariate and multivariate logistic regression analyses were conducted to identify the independent risk factors for liver metastasis in patients with stage Tis-T2 colorectal cancer. Additionally, both univariate and multivariate Cox proportional hazards regression analyses were performed to determine the independent prognostic factors in patients with stage Tis-T2 colorectal cancer who had liver metastasis. Subsequently, two nomograms were developed and the results were assessed using receiver operating characteristic (ROC) curves, calibration curves, and decision curve analysis (DCA). A total of 11,116 patients diagnosed with stage Tis-T2 colorectal cancer were studied, among whom 190 (1.71%) developed liver metastasis. The identified independent risk factors for liver metastasis in these patients included age, sex, primary tumor size, serum CEA levels, N stage, and histological type. Furthermore, sex, race, primary tumor size, serum CEA levels, and chemotherapy were found to be independent factors influencing the prognosis of patients with stage Tis-T2 colorectal cancer who developed liver metastasis. The accuracy of predicting the risk and prognosis of liver metastasis in these patients was confirmed through various analyses such as ROC curves, calibration curves, DCA curves, and Kaplan-Meier survival curves on both training and validation sets using two nomograms. The two nomograms are considered effective tools for predicting the risk of liver metastasis in patients with stage Tis-T2 colorectal cancer, as well as predicting the prognosis of patients with liver metastasis. These tools can aid in clinical decision-making.
ArticleNumber 14783
Author Lin, Zeyu
Liang, Yongling
Li, Guolin
Li, Xingyu
Zhong, Chengrui
Wan, Yunle
Mai, Ziyan
Lin, Zejin
Yi, Taijun
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Issue 1
Keywords Risk
Prognosis
Nomogram
Liver metastasis
Colorectal cancer
Language English
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  doi: 10.1007/s12094-019-02277-7
– volume: 34
  start-page: 334
  year: 1999
  ident: 99399_CR9
  publication-title: J. Gastroenterol.
  doi: 10.1007/s005350050270
– volume: 16
  start-page: e173
  year: 2015
  ident: 99399_CR12
  publication-title: Lancet Oncol.
  doi: 10.1016/S1470-2045(14)71116-7
– ident: 99399_CR16
  doi: 10.1001/jamanetworkopen.2022.36666
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Snippet Liver metastasis(LM) is the primary cause of mortality in patients with colorectal cancer. The incidence of liver metastasis in patients with stage T is -T 2...
Liver metastasis(LM) is the primary cause of mortality in patients with colorectal cancer. The incidence of liver metastasis in patients with stage Tis-T2...
Abstract Liver metastasis(LM) is the primary cause of mortality in patients with colorectal cancer. The incidence of liver metastasis in patients with stage...
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SubjectTerms 631/67
631/67/322
692/499
Colorectal cancer
Humanities and Social Sciences
Liver metastasis
multidisciplinary
Nomogram
Prognosis
Risk
Science
Science (multidisciplinary)
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Title Risk factors, prognostic factors, and nomograms for liver metastasis in stage Tis-T2 colorectal cancer patients from a population-based study
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