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Development and Evaluation of Nutrition Screening Tool in Patients with Hepatitis B-Related Cirrhosis: A Cross-Sectional Study

AIM: Malnutrition is common in cirrhotic patients; however, there is no gold standard for nutritional assessment for this population. The aim of this study was to develop a novel nutritional screening tool based on objective indicators for cirrhotic patients chronically infected with hepatitis B vir...

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Autores principales: Chen, Suzhen, Li, Hong, Lin, Xiuru, Hu, Shanshan, Zhang, Zhixin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8110258/
https://www.ncbi.nlm.nih.gov/pubmed/33986619
http://dx.doi.org/10.2147/RMHP.S299428
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author Chen, Suzhen
Li, Hong
Lin, Xiuru
Hu, Shanshan
Zhang, Zhixin
author_facet Chen, Suzhen
Li, Hong
Lin, Xiuru
Hu, Shanshan
Zhang, Zhixin
author_sort Chen, Suzhen
collection PubMed
description AIM: Malnutrition is common in cirrhotic patients; however, there is no gold standard for nutritional assessment for this population. The aim of this study was to develop a novel nutritional screening tool based on objective indicators for cirrhotic patients chronically infected with hepatitis B virus (HBV). METHODS: This was a cross-sectional study. Patients with hepatitis B-related cirrhosis were recruited. Malnutrition was diagnosed by the presence of any of the following conditions: Nutrition Risk Screening 2002 score greater than 3 points, Subjective Global Assessment grade B or C, and body mass index (BMI) <18.5 kg/m(2). Nomogram model and decision tree model were developed, and the area under the receiver operating characteristic curve (AUROC) was compared. RESULTS: Among the 231 studied cases, 92 (39%) were malnourished. Malnourished patients had significantly lower serum albumin, BMI and hand grip strength levels, but higher serum creatinine level and Child–Pugh grade. Two models were developed based on these variables. The nomogram model had a sensitivity of 0.696, a specificity of 0.820 and an accuracy of 0.813. The AUROC of nomogram model was 0.813 (95% CI: 0.758–0.869, p <0.001). For the decision tree model, the sensitivity, specificity and accuracy are 0.761, 0.885 and 0.886, respectively, with an AUROC of 0.886 (95% CI: 0842–0.930, p <0.001). The difference in AUROC between these two models was not statistically significant (p <0.001). CONCLUSION: The nomogram model and decision tree model developed in this study may aid assessing nutritional status for cirrhotic patients with HBV.
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spelling pubmed-81102582021-05-12 Development and Evaluation of Nutrition Screening Tool in Patients with Hepatitis B-Related Cirrhosis: A Cross-Sectional Study Chen, Suzhen Li, Hong Lin, Xiuru Hu, Shanshan Zhang, Zhixin Risk Manag Healthc Policy Original Research AIM: Malnutrition is common in cirrhotic patients; however, there is no gold standard for nutritional assessment for this population. The aim of this study was to develop a novel nutritional screening tool based on objective indicators for cirrhotic patients chronically infected with hepatitis B virus (HBV). METHODS: This was a cross-sectional study. Patients with hepatitis B-related cirrhosis were recruited. Malnutrition was diagnosed by the presence of any of the following conditions: Nutrition Risk Screening 2002 score greater than 3 points, Subjective Global Assessment grade B or C, and body mass index (BMI) <18.5 kg/m(2). Nomogram model and decision tree model were developed, and the area under the receiver operating characteristic curve (AUROC) was compared. RESULTS: Among the 231 studied cases, 92 (39%) were malnourished. Malnourished patients had significantly lower serum albumin, BMI and hand grip strength levels, but higher serum creatinine level and Child–Pugh grade. Two models were developed based on these variables. The nomogram model had a sensitivity of 0.696, a specificity of 0.820 and an accuracy of 0.813. The AUROC of nomogram model was 0.813 (95% CI: 0.758–0.869, p <0.001). For the decision tree model, the sensitivity, specificity and accuracy are 0.761, 0.885 and 0.886, respectively, with an AUROC of 0.886 (95% CI: 0842–0.930, p <0.001). The difference in AUROC between these two models was not statistically significant (p <0.001). CONCLUSION: The nomogram model and decision tree model developed in this study may aid assessing nutritional status for cirrhotic patients with HBV. Dove 2021-05-06 /pmc/articles/PMC8110258/ /pubmed/33986619 http://dx.doi.org/10.2147/RMHP.S299428 Text en © 2021 Chen et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php).
spellingShingle Original Research
Chen, Suzhen
Li, Hong
Lin, Xiuru
Hu, Shanshan
Zhang, Zhixin
Development and Evaluation of Nutrition Screening Tool in Patients with Hepatitis B-Related Cirrhosis: A Cross-Sectional Study
title Development and Evaluation of Nutrition Screening Tool in Patients with Hepatitis B-Related Cirrhosis: A Cross-Sectional Study
title_full Development and Evaluation of Nutrition Screening Tool in Patients with Hepatitis B-Related Cirrhosis: A Cross-Sectional Study
title_fullStr Development and Evaluation of Nutrition Screening Tool in Patients with Hepatitis B-Related Cirrhosis: A Cross-Sectional Study
title_full_unstemmed Development and Evaluation of Nutrition Screening Tool in Patients with Hepatitis B-Related Cirrhosis: A Cross-Sectional Study
title_short Development and Evaluation of Nutrition Screening Tool in Patients with Hepatitis B-Related Cirrhosis: A Cross-Sectional Study
title_sort development and evaluation of nutrition screening tool in patients with hepatitis b-related cirrhosis: a cross-sectional study
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8110258/
https://www.ncbi.nlm.nih.gov/pubmed/33986619
http://dx.doi.org/10.2147/RMHP.S299428
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