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Competing-Risk Nomogram for Predicting Cancer-Specific Survival in Multiple Primary Colorectal Cancer Patients after Surgery
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A Prognostic Nomogram for Cervical Cancer after Surgery from SEER Database.
Ce Wang1, Chunyan Yang1, Wenjie Wang1
1Department of Epidemiology and Biostatistics, School of Public Health, Harbin Medical University, Harbin, 150086, China.
Journal of Cancer
|November 10, 2018
Summary
A new nomogram incorporating log of odds between positive and negative lymph nodes (LODDS) shows improved prognosis prediction for cervical cancer patients post-surgery compared to the FIGO staging system.
Area of Science:
- Oncology
- Surgical Pathology
- Biostatistics
Background:
- Cervical cancer prognosis prediction after surgery requires refined tools.
- Current staging systems may not fully capture prognostic information.
Purpose of the Study:
- To develop and validate a nomogram for predicting overall survival (OS) in cervical cancer patients.
- To assess the utility of log of odds between positive and negative lymph nodes (LODDS) in prognostic models.
Main Methods:
- Utilized data from 8202 cervical cancer patients from the SEER database (2004-2014).
- Developed a nomogram using demographic and clinicopathological factors, including LODDS, in a training cohort.
- Validated the nomogram's predictive performance in an independent validation cohort.
Main Results:
- Age, race, marital status, tumor grade, FIGO stage, histology, size, and LODDS were significant predictors of OS.
- The developed nomogram demonstrated excellent calibration and a concordance index of 0.749 in the training set.
- The nomogram outperformed the FIGO model in the validation cohort, with concordance indices of 0.786 vs 0.685 for OS.
Conclusions:
- A nomogram incorporating LODDS offers superior prognostic prediction for cervical cancer patients undergoing surgery.
- This novel nomogram may enhance clinical decision-making and patient management strategies.
- The proposed model provides a more accurate alternative to the existing FIGO staging system.
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