Use of Nomogram on Nutritional Assessment Indicators to Predict Clinical Outcomes in Patients Undergoing Surgical Resection for High-Grade Osteosarcoma

列线图 医学 多元分析 体质指数 单变量 单变量分析 多元统计 内科学 外科 统计 数学
作者
Yuhan Yang,Chen Zhou,Xuelei Ma
出处
期刊:Nutrition and Cancer [Routledge]
卷期号:74 (10): 3564-3573
标识
DOI:10.1080/01635581.2022.2081342
摘要

Background: To evaluate the prognostic values of nutrition-associated indicators and develop nutritional models for prediction of different clinical outcomes in patients with high-grade osteosarcoma receiving surgical resection.Methods: Patients diagnosed as high-grade osteosarcomas were included between 2008 and 2018. Body mass index (BMI), Glasgow prognostic score (GPS), systematic inflammatory index (SII), and controlling nutritional score (CONUT) were calculated as nutrition-associated indicators. The primary outcome was overall survival (OS) as the long-term outcome, and the secondary outcome was the postoperative hospitalization duration as the short-term outcome. The prognostic values of nutrition-associated indicators were evaluated by univariate and multivariate analyses to recognize the potential predictors for construction of nomogram model with validation.Results: High GPS and CONUT yielded poor OS independently [GPS: HR (95% CI): 3.262 (2.035-5.229), p < 0.001; CONUT: HR (95% CI): 2.445 (1.508-3.964), p < 0.001]. The nomogram model for OS showed great prediction abilities and moderate calibration performance after integrating GPS and CONUT. CONUT was also identified as the independent predictor for hospitalization duration [OR (95% CI): 1.950 (1.145-3.321), p = 0.014].Conclusions: The CONUT score was considered as the significant predictor in prediction of OS and hospitalization duration. Appropriate management for nutritional status might optimize patients' prognoses with reference to nutrition-associated indicators.
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