Prognostic impact of nutritional indicators based on Lasso-Cox regression for non-muscle-invasive bladder cancer

The Lasso-Cox regression may offer superior value in selecting prognostic biomarkers for NMIBC. The Lasso-Cox regression based NRIs enhance prognostic stratification for BCG-treated NMIBC, outperforming existing blood-based nutritional risk indicators and the EAU2021 model. Incorporation of blood-based nutritional indicators into clinical practice could optimization of personalized NMIBC treatment strategies and clinical decision-making. Further validation is warranted.

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Publication Details

Journal
Frontiers in Nutrition
Published
2025-04-28
DOI
https://doi.org/10.3389/fnut.2025.1560655
Citations
2
Primary Topic
Nutritional Studies and Diet
Type
article
Field-Weighted Citation Impact
3.76
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article

Prognostic impact of nutritional indicators based on Lasso-Cox regression for non-muscle-invasive bladder cancer

Junjiang Ye, Yandong Xie, Ping Han, Biao Ran
2 citations
Frontiers in Nutrition
Nutritional Studies and Diet
3.76
article

Prognostic impact of nutritional indicators based on Lasso-Cox regression for non-muscle-invasive bladder cancer

Junjiang Ye, Yandong Xie, Ping Han, Biao Ran
article en
2 citations

Abstract

The Lasso-Cox regression may offer superior value in selecting prognostic biomarkers for NMIBC. The Lasso-Cox regression based NRIs enhance prognostic stratification for BCG-treated NMIBC, outperforming existing blood-based nutritional risk indicators and the EAU2021 model. Incorporation of blood-based nutritional indicators into clinical practice could optimization of personalized NMIBC treatment strategies and clinical decision-making. Further validation is warranted.

Frontiers in NutritionVol. 12
Sichuan University (CN), West China Hospital of Sichuan University (CN)
Openalex Percentile: Top 8%
Nutritional Studies and Diet
3.76
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