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DOI 10.1038/s41598-025-14397-y

Медицинская библиотека · Scientific reports · 2025

Development and validation of a CT-measured body composition radiomics model for prognostic assessment in resected pancreatic adenocarcinoma.

Gu Qianbiao, Liu Peng, Hu Xiaoli, Liu Jiabei, He Yaqiong

СтатьяВалидационное исследованиеПеревод пока не подготовлен

Аннотация

Pancreatic ductal adenocarcinoma (PDAC) carries a dismal prognosis due to high post-resection recurrence, yet current prognostic tools inadequately capture systemic tumor-host interactions. This study developed and validated a novel CT-based body composition radiomics model for predicting recurrence-free survival (RFS) in 191 PDAC patients undergoing curative resection. Using a temporal validation design (training cohort: 2019-2022, n = 142; validation cohort: 2016-2018, n = 49), we extracted 1,688 radiomics features from adipose and muscle tissues at the L3 vertebral level. Following a standardized feature selection protocol (variance filtering, correlation reduction, and Cox regression), we constructed fat- and muscle-specific radiomics scores, combining them into a unified risk stratification system. The combined model effectively identified high-risk patients with significantly reduced RFS (HR = 6.455, p < 0.001), achieving consistent performance across cohorts (C-index: 0.71 training, 0.69 validation). This approach quantifies metabolic alterations in body composition, providing a clinically actionable tool to guide personalized therapy decisions-including intensified neoadjuvant regimens for high-risk patients or standard surveillance for low-risk individuals.

Для цитирования: Gu Qianbiao, Liu Peng, Hu Xiaoli, Liu Jiabei, He Yaqiong. Development and validation of a CT-measured body composition radiomics model for prognostic assessment in resected pancreatic adenocarcinoma.. Scientific reports. 2025. DOI: 10.1038/s41598-025-14397-y.

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