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食物和营养素对 COVID-19 康复的影响:使用广义线性模型对 170 个国家数据的多变量分析。

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

机构信息

Pharmaceutical Sciences Postgraduate Program, Federal University of Paraná, Curitiba, Brazil.

Complex Systems Modelling Postgraduate Program, University of Sao Paulo, Sao Paulo, Brazil.

出版信息

Clin Nutr. 2022 Dec;41(12):3077-3084. doi: 10.1016/j.clnu.2021.03.018. Epub 2021 Mar 22.

Abstract

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.

摘要

背景与目的

COVID-19 是一个具有全球重要性的紧急公共卫生问题。本研究旨在调查食物和营养素作为补充手段对 170 个国家 COVID-19 康复的影响,特别是考虑到疾病的复杂性和当前缺乏有效治疗方法的现状。

方法

本研究采用 Kaggle 数据库进行回顾性研究,该数据库将各种食物的消费与 170 个国家 COVID-19 的康复情况联系起来,使用基于广义线性模型的多元分析。

结果

结果表明,某些食物对 COVID-19 的康复有积极影响:鸡蛋、鱼和海鲜、水果、肉类、牛奶、淀粉根、兴奋剂、蔬菜产品、坚果、植物油和蔬菜。一般来说,较高水平的蛋白质和脂质的消费对 COVID-19 的康复有积极影响,而大量饮酒则有负面影响。在已经消除饥饿的发达国家,食物对 COVID-19 康复的影响比全球饥饿指数(GHI)较高的国家更大,在这些国家,几乎没有可识别的影响。

结论

在发达国家,有几种食物对 COVID-19 的康复有积极影响,特别是那些含有更高脂质、蛋白质、抗氧化剂和微量元素(如硒和锌)的食物组。在极度贫困的国家(高 GHI),食物对 COVID-19 的康复几乎没有影响。

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