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:19
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
相关论文
共 48 条
[1]   mNUTRIC tool is capable to predict nutritional needs and mortality early in patients suffering from severe pneumonia [J].
Acehan, Selen ;
Gulen, Muge ;
Isikber, Cem ;
Unlu, Nurdan ;
Sumbul, Hilmi Erdem ;
Gulumsek, Erdinc ;
Satar, Salim .
CLINICAL NUTRITION ESPEN, 2021, 45 :184-191
[2]   The relationship between nutritional intake and clinical outcomes in critically ill patients: results of an international multicenter observational study [J].
Alberda, Cathy ;
Gramlich, Leah ;
Jones, Naomi ;
Jeejeebhoy, Khursheed ;
Day, Andrew G. ;
Dhaliwal, Rupinder ;
Heyland, Daren K. .
INTENSIVE CARE MEDICINE, 2009, 35 (10) :1728-1737
[3]   High nutritional risk using NUTRIC-Score is associated with worse outcomes in COVID-19 critically ill patients [J].
Armando Osuna-Padilla, Ivan ;
Carolina Rodriguez-Moguel, Nadia ;
Aguilar-Vargas, Adriana ;
Rodriguez-Llamazares, Sebastian .
NUTRICION HOSPITALARIA, 2021, 38 (03) :540-544
[4]   ESPEN expert statements and practical guidance for nutritional management of individuals with SARS-CoV-2 infection [J].
Barazzoni, Rocco ;
Bischoff, Stephan C. ;
Breda, Joao ;
Wickramasinghe, Kremlin ;
Krznaric, Zeljko ;
Nitzan, Dorit ;
Pirlich, Matthias ;
Singer, Pierre .
CLINICAL NUTRITION, 2020, 39 (06) :1631-1638
[5]  
Beck FK, 2002, AM FAM PHYSICIAN, V65, P1575
[6]   Prevalence and severity of malnutrition in hospitalized COVID-19 patients [J].
Bedock, Dorothee ;
Lassen, Pierre Bel ;
Mathian, Alexis ;
Moreau, Pauline ;
Couffignal, Julie ;
Ciangura, Cecile ;
Poitou-Bernert, Christine ;
Jeannin, Anne-Caroline ;
Mosbah, Helena ;
Fadlallah, Jehane ;
Amoura, Zahir ;
Oppert, Jean-Michel ;
Faucher, Pauline .
CLINICAL NUTRITION ESPEN, 2020, 40 :214-219
[7]   Covid-19-Implications for the Health Care System [J].
Blumenthal, David ;
Fowler, Elizabeth J. ;
Abrams, Melinda ;
Collins, Sara R. .
NEW ENGLAND JOURNAL OF MEDICINE, 2020, 383 (15) :1483-1488
[8]   Plasma CRP level is positively associated with the severity of COVID-19 [J].
Chen, Wei ;
Zheng, Kenneth I. ;
Liu, Saiduo ;
Yan, Zhihan ;
Xu, Chongyong ;
Qiao, Zengpei .
ANNALS OF CLINICAL MICROBIOLOGY AND ANTIMICROBIALS, 2020, 19 (01)
[9]  
Collins GS, 2015, ANN INTERN MED, V162, P55, DOI [10.1002/bjs.9736, 10.1038/bjc.2014.639, 10.7326/M14-0697, 10.1016/j.jclinepi.2014.11.010, 10.7326/M14-0698, 10.1136/bmj.g7594, 10.1111/eci.12376, 10.1016/j.eururo.2014.11.025, 10.1186/s12916-014-0241-z]
[10]  
Don BR, 2004, SEMIN DIALYSIS, V17, P6