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Influence of foods and nutrients on COVID-19 recovery: A multivariate analysis of data from 170 countries using a generalized linear model

BACKGROUND & AIMS: COVID-19 is an emergency public health problem of global importance. This study aimed to investigate the effect of foods and nutrients as complementary approaches on the recovery from COVID-19 in 170 countries, especially considering the complexity of the disease and the curre...

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Autores principales: Cobre, Alexandre F., Surek, Monica, Vilhena, Raquel O., Böger, Beatriz, Fachi, Mariana M., Momade, Danilo R., Tonin, Fernanda S., Sarti, Flavia M., Pontarolo, Roberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd and European Society for Clinical Nutrition and Metabolism. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7982641/
https://www.ncbi.nlm.nih.gov/pubmed/33933299
http://dx.doi.org/10.1016/j.clnu.2021.03.018
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author Cobre, Alexandre F.
Surek, Monica
Vilhena, Raquel O.
Böger, Beatriz
Fachi, Mariana M.
Momade, Danilo R.
Tonin, Fernanda S.
Sarti, Flavia M.
Pontarolo, Roberto
author_facet Cobre, Alexandre F.
Surek, Monica
Vilhena, Raquel O.
Böger, Beatriz
Fachi, Mariana M.
Momade, Danilo R.
Tonin, Fernanda S.
Sarti, Flavia M.
Pontarolo, Roberto
author_sort Cobre, Alexandre F.
collection PubMed
description BACKGROUND & AIMS: COVID-19 is an emergency public health problem of global importance. This study aimed to investigate the effect of foods and nutrients as complementary approaches on the recovery from COVID-19 in 170 countries, especially considering the complexity of the disease and the current scarcity of active treatments. METHODS: A retrospective study was performed using the Kaggle database, which links the consumption of various foods with recovery from COVID-19 in 170 countries, using multivariate analysis based on a generalized linear model. RESULTS: The results showed that certain foods had a positive effect on recovery from COVID-19: eggs, fish and seafood, fruits, meat, milk, starchy roots, stimulants, vegetable products, nuts, vegetable oil and vegetables. In general, consumption of higher levels of proteins and lipids had a positive effect on COVID-19 recovery, whereas high consumption of alcoholic beverages had a negative effect. In developed countries, where hunger had been eradicated, the effect of food on recovery from COVID-19 had a greater magnitude than in countries with a higher global hunger index (GHI), where there was almost no identifiable effect. CONCLUSION: Several foods had a positive effect on COVID-19 recovery in developed countries, especially food groups with a higher content of lipids, proteins, antioxidants and micronutrients (e.g., selenium and zinc). In countries with extreme poverty (high GHI), foods presented little effect on recovery from COVID-19.
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spelling pubmed-79826412021-03-23 Influence of foods and nutrients on COVID-19 recovery: A multivariate analysis of data from 170 countries using a generalized linear model Cobre, Alexandre F. Surek, Monica Vilhena, Raquel O. Böger, Beatriz Fachi, Mariana M. Momade, Danilo R. Tonin, Fernanda S. Sarti, Flavia M. Pontarolo, Roberto Clin Nutr Covid-19 BACKGROUND & AIMS: COVID-19 is an emergency public health problem of global importance. This study aimed to investigate the effect of foods and nutrients as complementary approaches on the recovery from COVID-19 in 170 countries, especially considering the complexity of the disease and the current scarcity of active treatments. METHODS: A retrospective study was performed using the Kaggle database, which links the consumption of various foods with recovery from COVID-19 in 170 countries, using multivariate analysis based on a generalized linear model. RESULTS: The results showed that certain foods had a positive effect on recovery from COVID-19: eggs, fish and seafood, fruits, meat, milk, starchy roots, stimulants, vegetable products, nuts, vegetable oil and vegetables. In general, consumption of higher levels of proteins and lipids had a positive effect on COVID-19 recovery, whereas high consumption of alcoholic beverages had a negative effect. In developed countries, where hunger had been eradicated, the effect of food on recovery from COVID-19 had a greater magnitude than in countries with a higher global hunger index (GHI), where there was almost no identifiable effect. CONCLUSION: Several foods had a positive effect on COVID-19 recovery in developed countries, especially food groups with a higher content of lipids, proteins, antioxidants and micronutrients (e.g., selenium and zinc). In countries with extreme poverty (high GHI), foods presented little effect on recovery from COVID-19. Elsevier Ltd and European Society for Clinical Nutrition and Metabolism. 2022-12 2021-03-22 /pmc/articles/PMC7982641/ /pubmed/33933299 http://dx.doi.org/10.1016/j.clnu.2021.03.018 Text en © 2021 Elsevier Ltd and European Society for Clinical Nutrition and Metabolism. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active.
spellingShingle Covid-19
Cobre, Alexandre F.
Surek, Monica
Vilhena, Raquel O.
Böger, Beatriz
Fachi, Mariana M.
Momade, Danilo R.
Tonin, Fernanda S.
Sarti, Flavia M.
Pontarolo, Roberto
Influence of foods and nutrients on COVID-19 recovery: A multivariate analysis of data from 170 countries using a generalized linear model
title Influence of foods and nutrients on COVID-19 recovery: A multivariate analysis of data from 170 countries using a generalized linear model
title_full Influence of foods and nutrients on COVID-19 recovery: A multivariate analysis of data from 170 countries using a generalized linear model
title_fullStr Influence of foods and nutrients on COVID-19 recovery: A multivariate analysis of data from 170 countries using a generalized linear model
title_full_unstemmed Influence of foods and nutrients on COVID-19 recovery: A multivariate analysis of data from 170 countries using a generalized linear model
title_short Influence of foods and nutrients on COVID-19 recovery: A multivariate analysis of data from 170 countries using a generalized linear model
title_sort influence of foods and nutrients on covid-19 recovery: a multivariate analysis of data from 170 countries using a generalized linear model
topic Covid-19
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7982641/
https://www.ncbi.nlm.nih.gov/pubmed/33933299
http://dx.doi.org/10.1016/j.clnu.2021.03.018
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