The modified NUTRIC score (mNUTRIC) is associated with increased 28-day mortality in critically ill COVID-19 patients: Internal validation of a prediction model. (April 2022)
- Record Type:
- Journal Article
- Title:
- The modified NUTRIC score (mNUTRIC) is associated with increased 28-day mortality in critically ill COVID-19 patients: Internal validation of a prediction model. (April 2022)
- Main Title:
- The modified NUTRIC score (mNUTRIC) is associated with increased 28-day mortality in critically ill COVID-19 patients: Internal validation of a prediction model
- Authors:
- Leoni, Matteo Luigi Giuseppe
Moschini, Elisa
Beretta, Maurizio
Zanello, Marco
Nolli, Massimo - Abstract:
- Summary: 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)Summary: 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. … (more)
- Is Part Of:
- Clinical nutrition ESPEN. Volume 48(2022)
- Journal:
- Clinical nutrition ESPEN
- Issue:
- Volume 48(2022)
- Issue Display:
- Volume 48, Issue 2022 (2022)
- Year:
- 2022
- Volume:
- 48
- Issue:
- 2022
- Issue Sort Value:
- 2022-0048-2022-0000
- Page Start:
- 202
- Page End:
- 209
- Publication Date:
- 2022-04
- Subjects:
- Coronavirus disease 2019 (COVID-19) -- Modified NUTRIC score (mNUTRIC) -- Nutritional risk assessment -- Intensive care unit -- Mortality
Nutritionally induced diseases -- Periodicals
Metabolism -- Disorders -- Periodicals
616.39005 - Journal URLs:
- http://www.sciencedirect.com/science/journal/24054577 ↗
http://www.sciencedirect.com/ ↗ - DOI:
- 10.1016/j.clnesp.2022.02.014 ↗
- Languages:
- English
- ISSNs:
- 2405-4577
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 21288.xml