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A novel prognostic nomogram for colorectal cancer liver metastasis patients with recurrence after hepatectomy
- Source :
- Cancer Medicine, Cancer Medicine, Vol 10, Iss 5, Pp 1535-1544 (2021)
- Publication Year :
- 2021
- Publisher :
- John Wiley and Sons Inc., 2021.
-
Abstract
- Purpose We aimed to construct a nomogram to predict personalized post‐recurrence survival (PRS) among colorectal cancer liver metastasis (CRLM) patients with post‐hepatectomy recurrence. Methods Colorectal cancer liver metastasis patients who received initial hepatectomy and had subsequent recurrence between 2001 and 2019 in Sun Yat‐sen University Cancer Center from China were included in the study. Patients were randomly assigned to a training cohort and a validation cohort on a ratio of 2:1. Univariable analysis was first employed to select potential predictive factors for PRS. Then, the multivariable Cox regression model was applied to recognize independent prognostic factors. According to the model, a nomogram to predict PRS was established. The nomogram's predictive capacity was further assessed utilizing concordance index (C‐index) values, calibration plots, and Kaplan–Meier curves. Results About 376 patients were finally enrolled, with a 3‐year PRS rate of 37.3% and a 5‐year PRS rate of 24.6%. The following five independent predictors for PRS were determined to construct the nomogram: the largest size of liver metastases at initial hepatectomy, relapse‐free survival, CEA level at recurrence, recurrent sites, and treatment for recurrence. The nomogram displayed fairly good discrimination and calibration. The C‐index value was 0.742 for the training cohort and 0.773 for the validation cohort. Patients were grouped into three risk groups very well by the nomogram, with 5‐year PRS rates of 45.2%, 23.3%, and 9.0%, respectively (p<br />Independent prognostic factors for post‐recurrence survival were identified in colorectal cancer liver metastasis patients. A prognostic nomogram based on these factors was built and validated, which had relatively good discrimination and calibration ability.
- Subjects :
- 0301 basic medicine
Oncology
Male
Cancer Research
Colorectal cancer
medicine.medical_treatment
colorectal cancer liver metastasis
Metastasis
Random Allocation
0302 clinical medicine
Risk groups
Postoperative Complications
Risk Factors
RC254-282
Original Research
Liver Neoplasms
Neoplasms. Tumors. Oncology. Including cancer and carcinogens
Middle Aged
Prognosis
Tumor Burden
030220 oncology & carcinogenesis
Female
Colorectal Neoplasms
medicine.medical_specialty
Carcinoma, Hepatocellular
Disease-Free Survival
nomogram
03 medical and health sciences
hepatectomy
Internal medicine
medicine
Humans
Radiology, Nuclear Medicine and imaging
post‐recurrence survival
Proportional Hazards Models
Analysis of Variance
business.industry
Proportional hazards model
Cancer
Clinical Cancer Research
prognostic factors
Nomogram
medicine.disease
Training cohort
Carcinoembryonic Antigen
Nomograms
030104 developmental biology
Hepatectomy
Neoplasm Recurrence, Local
business
Subjects
Details
- Language :
- English
- ISSN :
- 20457634
- Volume :
- 10
- Issue :
- 5
- Database :
- OpenAIRE
- Journal :
- Cancer Medicine
- Accession number :
- edsair.doi.dedup.....05b45ba431fee316a973c153a5f52911