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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd and European Society for Clinical Nutrition and Metabolism.
2022
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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. |
format | Online Article Text |
id | pubmed-7982641 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier Ltd and European Society for Clinical Nutrition and Metabolism. |
record_format | MEDLINE/PubMed |
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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