Duan Ni, Alistair Senior, David Raubenheimer, Stephen Simpson, Laurence Macia, Ralph Nanan
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Hence, we aim to systematically investigate the relationship between nutrient supply, a good proxy of food environment, socioeconomic status and asthma disease burden at a global level over time. <strong>Methods</strong>\nAsthma disease burden, macronutrient (protein, carbohydrate and fat) supply and GDP data covering more than 150 countries around the globe from 1990 to 2018 was collated. Various multi-response generalized additive mixed models (GAMMs) were used to analyze the effects of macronutrient supplies and GDP over time on asthma disease burden. <strong>Results</strong>\nA model considering the interactions between macronutrient supplies and GDP, with an additive effect of time was favoured. Modelling results showed that carbohydrate supply was most strongly associated with increase of asthma disease burden, while fat supply had an opposite effect, and protein supply conferred less influences. <strong>Conclusions</strong>\nGlobally, carbohydrate supply seems to play a driving role for asthma disease burden while fat supply might be the opposite. This is supported by previous studies about the amelioration of established asthma by ketogenic diet and might be linked to the diet quality. Further in-depth studies are warranted, which will be critical for future clinical research and practice and public health intervention.","PeriodicalId":501527,"journal":{"name":"medRxiv - Allergy and Immunology","volume":"3 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Global associations of macronutrient supply and asthma disease burden\",\"authors\":\"Duan Ni, Alistair Senior, David Raubenheimer, Stephen Simpson, Laurence Macia, Ralph Nanan\",\"doi\":\"10.1101/2023.12.18.23300109\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<strong>Objectives</strong>\\nGlobal age-standardized prevalence of asthma has decreased over time, in parallel with which, the gross domestic product (GDP) per capita and nutritional landscapes also changed at a global level. Both socioeconomic status and nutritional factors are critical confounder for asthma, but most studies so far neglected to interrogate their correlations and interactions comprehensively. Hence, we aim to systematically investigate the relationship between nutrient supply, a good proxy of food environment, socioeconomic status and asthma disease burden at a global level over time. <strong>Methods</strong>\\nAsthma disease burden, macronutrient (protein, carbohydrate and fat) supply and GDP data covering more than 150 countries around the globe from 1990 to 2018 was collated. Various multi-response generalized additive mixed models (GAMMs) were used to analyze the effects of macronutrient supplies and GDP over time on asthma disease burden. <strong>Results</strong>\\nA model considering the interactions between macronutrient supplies and GDP, with an additive effect of time was favoured. Modelling results showed that carbohydrate supply was most strongly associated with increase of asthma disease burden, while fat supply had an opposite effect, and protein supply conferred less influences. <strong>Conclusions</strong>\\nGlobally, carbohydrate supply seems to play a driving role for asthma disease burden while fat supply might be the opposite. This is supported by previous studies about the amelioration of established asthma by ketogenic diet and might be linked to the diet quality. 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引用次数: 0
摘要
目的随着时间的推移,全球年龄标准化哮喘患病率有所下降,与此同时,全球人均国内生产总值(GDP)和营养状况也发生了变化。社会经济地位和营养因素都是哮喘的重要混杂因素,但迄今为止,大多数研究都忽略了对它们之间的相关性和相互作用进行全面探讨。因此,我们旨在系统地研究营养素供应(食物环境的良好代表)、社会经济地位和哮喘疾病负担之间的关系。方法整理了 1990 年至 2018 年全球 150 多个国家的哮喘疾病负担、宏量营养素(蛋白质、碳水化合物和脂肪)供应和 GDP 数据。采用各种多反应广义加性混合模型(GAMM)分析随时间变化的常量营养素供应和国内生产总值对哮喘疾病负担的影响。结果 一个考虑到常量营养素供应和国内生产总值之间的相互作用以及时间的叠加效应的模型受到青睐。建模结果表明,碳水化合物的供应与哮喘疾病负担的增加关系最为密切,而脂肪供应的影响则相反,蛋白质供应的影响较小。结论在全球范围内,碳水化合物供应似乎对哮喘疾病负担起着推动作用,而脂肪供应则可能相反。这一点得到了以往有关生酮饮食可改善已确诊哮喘的研究的支持,并可能与饮食质量有关。还需要进一步深入研究,这对未来的临床研究和实践以及公共卫生干预至关重要。
Global associations of macronutrient supply and asthma disease burden
Objectives
Global age-standardized prevalence of asthma has decreased over time, in parallel with which, the gross domestic product (GDP) per capita and nutritional landscapes also changed at a global level. Both socioeconomic status and nutritional factors are critical confounder for asthma, but most studies so far neglected to interrogate their correlations and interactions comprehensively. Hence, we aim to systematically investigate the relationship between nutrient supply, a good proxy of food environment, socioeconomic status and asthma disease burden at a global level over time. Methods
Asthma disease burden, macronutrient (protein, carbohydrate and fat) supply and GDP data covering more than 150 countries around the globe from 1990 to 2018 was collated. Various multi-response generalized additive mixed models (GAMMs) were used to analyze the effects of macronutrient supplies and GDP over time on asthma disease burden. Results
A model considering the interactions between macronutrient supplies and GDP, with an additive effect of time was favoured. Modelling results showed that carbohydrate supply was most strongly associated with increase of asthma disease burden, while fat supply had an opposite effect, and protein supply conferred less influences. Conclusions
Globally, carbohydrate supply seems to play a driving role for asthma disease burden while fat supply might be the opposite. This is supported by previous studies about the amelioration of established asthma by ketogenic diet and might be linked to the diet quality. Further in-depth studies are warranted, which will be critical for future clinical research and practice and public health intervention.