Elderly patients over 80 years undergoing colorectal cancer resection: Development and validation of a predictive nomogram for survival
Surgery remains the primary treatment for localized colorectal cancer (CRC). Improving surgical decision-making for elderly CRC patients necessitates an accurate predictive tool. To build a nomogram to predict the overall survival of elderly patients over 80 years undergoing CRC resection. Two hundr...
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Published in | World journal of gastrointestinal surgery Vol. 15; no. 5; pp. 892 - 905 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
Baishideng Publishing Group Inc
27.05.2023
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Subjects | |
Online Access | Get full text |
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Summary: | Surgery remains the primary treatment for localized colorectal cancer (CRC). Improving surgical decision-making for elderly CRC patients necessitates an accurate predictive tool.
To build a nomogram to predict the overall survival of elderly patients over 80 years undergoing CRC resection.
Two hundred and ninety-five elderly CRC patients over 80 years undergoing surgery at Singapore General Hospital between 2018 and 2021 were identified from the American College of Surgeons - National Surgical Quality Improvement Program (ACS-NSQIP) database. Prognostic variables were selected using univariate Cox regression, and clinical feature selection was performed by the least absolute shrinkage and selection operator regression. A nomogram for 1- and 3-year overall survival was constructed based on 60% of the study cohort and tested on the remaining 40%. The performance of the nomogram was evaluated using the concordance index (C-index), area under the receiver operating characteristic curve (AUC), and calibration plots. Risk groups were stratified using the total risk points derived from the nomogram and the optimal cut-off point. Survival curves were compared between the high- and low-risk groups.
Eight predictors: Age, Charlson comorbidity index, body mass index, serum albumin level, distant metastasis, emergency surgery, postoperative pneumonia, and postoperative myocardial infarction, were included in the nomogram. The AUC values for the 1-year survival were 0.843 and 0.826 for the training and validation cohorts, respectively. The AUC values for the 3-year survival were 0.788 and 0.750 for the training and validation cohorts, respectively. C-index values of the training cohort (0.845) and validation cohort (0.793) suggested the excellent discriminative ability of the nomogram. Calibration curves demonstrated a good consistency between the predictions and actual observations of overall survival in both training and validation cohorts. A significant difference in overall survival was seen between elderly patients stratified into low- and high-risk groups (
< 0.001).
We constructed and validated a nomogram predicting 1- and 3-year survival probability in elderly patients over 80 years undergoing CRC resection, thereby facilitating holistic and informed decision-making among these patients. |
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Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Author contributions: Chok AY designed the study and interpreted the data; Zhao Y performed the analysis and visualization; Chen HLR and Zhao Y performed the literature review; Tan IEH, Chew DHW, Au MKH collected the clinical data; Chok AY, Zhao Y, Chen HLR, and Zhao Y drafted the manuscript; Chok AY, Zhao Y and Tan EJKW edited the manuscript; Chok AY and Tan EJKW provided critical revision for final approval; all authors have read and approved the final version of the manuscript. Corresponding author: Aik Yong Chok, FRCS (Ed), MBBS, MMed, Surgeon, Department of Colorectal Surgery, Singapore General Hospital, Academia, 20 College Road, Singapore 169608, Singapore. chokaikyong@gmail.com |
ISSN: | 1948-9366 1948-9366 |
DOI: | 10.4240/wjgs.v15.i5.892 |