The modified NUTRIC score (mNUTRIC) is associated with increased 28-day mortality in critically ill COVID-19 patients: Internal validation of a prediction model

被引:16
作者
Leoni, Matteo Luigi Giuseppe [1 ,2 ]
Moschini, Elisa [1 ]
Beretta, Maurizio [3 ]
Zanello, Marco [4 ]
Nolli, Massimo [1 ]
机构
[1] Guglielmo da Saliceto Hosp, Dept Anesthesia & Intens Care Unit, Piacenza, Italy
[2] Guglielmo da Saliceto Hosp, Unit Intervent Pain Management, Piacenza, Italy
[3] Univ Parma, Sch Nursing, Dept Med & Surg, Piacenza, Italy
[4] Univ Alma Mater Studiorum, Dept Biomed & Neuromotor Sci DIBINEM, Bologna, Italy
关键词
Coronavirus disease 2019 (COVID-19); Modified NUTRIC score (mNUTRIC); Nutritional risk assessment; Intensive care unit; Mortality; NUTRITIONAL RISK; MALNUTRITION; INFECTION;
D O I
10.1016/j.clnesp.2022.02.014
中图分类号
R15 [营养卫生、食品卫生]; TS201 [基础科学];
学科分类号
100403 ;
摘要
Background: High prevalence of malnutrition was found in critically ill COVID-19 patients. The modified Nutrition Risk in the Critically ill (mNUTRIC) score is frequently used for nutritional risk assessment in intensive care unit (ICU) COVID-19 patients. The aim of this study was to investigate the role of mNUTRIC score to predict 28-day mortality in critically ill COVID-19 patients admitted to ICU. Methods: A cohort of consecutive COVID-19 critically ill patients admitted to ICU was retrospectively evaluated and the nutritional risk was assessed with the use of mNUTRIC score. A multivariable Cox regression model to predict 28-day mortality was therefore developed including the mNUTRIC as a covariate. Internal validation was performed using the bootstrap resampling technique to reduce possible bias in the estimated risks. The performance of the prediction model was assessed via calibration and discrimination. Results: A total of 98 critically ill COVID-19 patients with a median age of 66 years (56-73 IQR), 81 (82.7%) males were included in this study. A high nutritional risk (mNUTRIC >= 5 points) was observed in 41.8% of our critically ill COVID-19 patients while a low nutritional risk (mNUTRIC <5 points) was observed in 58.2%. Forty-five patients (45.9%) died within 28 days after ICU admission. In multivariable model after internal validation, mNUTRIC >= 5 (optimism adjusted HR 2.38, 95% CI 1.08-5.25, p = 0.02) and high-sensitivity C-reactive protein values (CRP) (optimism adjusted HR 1.02, 95% CI 1.01-1.07, p = 0.005) were independent predictors of 28-day mortality. Conclusions: A high prevalence of malnutrition as revealed by mNUTRIC was found in our critically ill COVID-19 patients once admitted in ICU. After adjustment for covariables, mNUTRIC >= 5 and CRP levels were independently associated with 28-day mortality in critically ill COVID-19 patients. The final model revealed good discrimination and calibration. Nutritional risk assessment is essential for the management of critically ill COVID-19 patients as well as for outcome prediction. (C) 2022 Published by Elsevier Ltd on behalf of European Society for Clinical Nutrition and Metabolism.
引用
收藏
页码:202 / 209
页数:8
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