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July 26, 2026CancersOpen Access

Predicting Pathological Complete Response in Rectal Cancer: External Validation of Clinical Models

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Authors

JCJesús Pedro Paredes CotoréFLFernando Fernández López

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Overview

Randomized trial validates clinical models predicting pathological complete response in rectal cancer, indicating limited application.

Key Points

  • The research aims to validate existing clinical models for predicting pathological complete response (pCR) in rectal cancer patients undergoing neoadjuvant therapy.
  • Single-centre cohort study of rectal cancer patients treated with neoadjuvant therapy from 2016 to 2025
  • Assessment of two published clinical models for pCR using their original coefficients and local refitting
  • Decision-curve analysis to evaluate clinical utility and development of a local six-predictor model.
  • Of 425 patients, 85 achieved pCR (20.0%) with variation by regimen: 27.9% for total neoadjuvant therapy, 22.8% for chemoradiotherapy, and 10.3% for short-course radiotherapy.
  • The Wang model had a modest c-statistic of 0.62, with a slope of 0.57 for predictor effects; Tan's model performed worse (c-statistic 0.58).
  • Local refitting of the best model did not improve its predictive power, indicating limitations in the original predictors.

Cite This Study

Cotoré et al. (2026) studied this question.

synapsesocial.com/papers/6a65a84ed3aea3239cd78cdfhttps://doi.org/10.3390/cancers18152390
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Development and Cross-Institutional Validation of a Comprehensive Machine Learning Model Predicting Response to Neoadjuvant Therapy for Rectal Cancer2025
  2. 2Structured magnetic resonance imaging assessment improves diagnosis of pathological complete response in rectal cancer after neoadjuvant chemoradiation2025 · 3 citations
  3. 3Risk factors of pathologic complete response for neoadjuvant chemoradiotherapy in locally advanced rectal cancer2025 · 4 citations
  4. 4Pathologic Complete Response and Survival in Rectal Cancer2025
  5. 5Predicting Pathological Complete Response in HER2+ Breast Cancer: An AI-Driven Model Using Standard Clinical Practice Parameters2025