» Articles » PMID: 36291880

External Validation of the Colon Life Nomogram for Predicting 12-Week Mortality in Dutch Metastatic Colorectal Cancer Patients Treated with Trifluridine/Tipiracil in Daily Practice

Overview
Journal Cancers (Basel)
Publisher MDPI
Specialty Oncology
Date 2022 Oct 27
PMID 36291880
Authors
Affiliations
Soon will be listed here.
Abstract

Background: Predicting prognosis in refractory metastatic colorectal cancer (mCRC) patients is needed to guide decision making. The Colon Life nomogram was developed to predict 12-week mortality in refractory mCRC patients. The aim of this study is to validate the Colon Life nomogram in last line/refractory patients receiving trifluridine/tipiracil (FTD/TPI) in daily practice.

Methods: The validation cohort consists of 150 QUALITAS study patients, an observational substudy of the Prospective Dutch CRC cohort, who were treated with FTD/TPI between 2016 and 2019. Model performance was assessed on discrimination, calibration, and clinical usefulness. The additional prognostic value of baseline quality of life (QoL) and thymidine kinase (TK1) expression in tissue was explored.

Results: Of the 150 patients, 25 (16.7%) died within 12 weeks of starting FTD/TPI treatment. The C-statistic was 0.63 (95% C.I. 0.56-0.70). The observed/expected ratio was 0.52 (0.37-0.73). The calibration intercept and slope were -1.06 (-1.53 to -0.58) and 0.41 (0.01-0.81), respectively, which indicated overestimation of 12-week mortality by the nomogram. Decision curve analysis showed the nomogram did not yield a positive net benefit at clinically meaningful thresholds for predicted 12-week mortality. Addition of QoL to the nomogram improved the C-statistic to 0.85 (0.81-0.89). TK1 expression was associated with progression-free survival but not with overall survival.

Conclusion: We demonstrated evident miscalibration of the Colon Life nomogram upon external validation, which hampers its use in clinical practice. We recommend conducting a study with a sufficiently large sample size to update the Colon Life nomogram or to develop a new model including QoL.

Citing Articles

Exploring the role of health-related quality of life measures in predictive modelling for oncology: a systematic review.

van der Heijden T, de Ligt K, Hubel N, van der Mierden S, Holzner B, van de Poll-Franse L Qual Life Res. 2024; 34(2):305-323.

PMID: 39652111 PMC: 11865133. DOI: 10.1007/s11136-024-03820-y.


External validation of a novel nomogram for diagnosis of Protein Energy Wasting in adult hemodialysis patients.

Yan D, Wang Y, Hu J, Lu R, Ye C, Liu N Front Nutr. 2024; 11:1351503.

PMID: 39193561 PMC: 11347328. DOI: 10.3389/fnut.2024.1351503.


Harnessing the Potential of Real-World Evidence in the Treatment of Colorectal Cancer: Where Do We Stand?.

van Nassau S, Bol G, van der Baan F, Roodhart J, Vink G, Punt C Curr Treat Options Oncol. 2024; 25(4):405-426.

PMID: 38367182 PMC: 10997699. DOI: 10.1007/s11864-024-01186-4.

References
1.
Prigerson H, Bao Y, Shah M, Paulk M, LeBlanc T, Schneider B . Chemotherapy Use, Performance Status, and Quality of Life at the End of Life. JAMA Oncol. 2015; 1(6):778-84. PMC: 4828728. DOI: 10.1001/jamaoncol.2015.2378. View

2.
Akhlaghi E, Lehto R, Torabikhah M, Sharif Nia H, Taheri A, Zaboli E . Chemotherapy use and quality of life in cancer patients at the end of life: an integrative review. Health Qual Life Outcomes. 2020; 18(1):332. PMC: 7540433. DOI: 10.1186/s12955-020-01580-0. View

3.
Grant S, Collins G, Nashef S . Statistical Primer: developing and validating a risk prediction model. Eur J Cardiothorac Surg. 2018; 54(2):203-208. DOI: 10.1093/ejcts/ezy180. View

4.
Riley R, Debray T, Collins G, Archer L, Ensor J, van Smeden M . Minimum sample size for external validation of a clinical prediction model with a binary outcome. Stat Med. 2021; 40(19):4230-4251. DOI: 10.1002/sim.9025. View

5.
Bankhead P, Loughrey M, Fernandez J, Dombrowski Y, McArt D, Dunne P . QuPath: Open source software for digital pathology image analysis. Sci Rep. 2017; 7(1):16878. PMC: 5715110. DOI: 10.1038/s41598-017-17204-5. View