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The relationship between dietary patterns and blood mineral concentration among children in Hunan Province of China
BACKGROUND: Minerals have crucial biological functions in metabolism and are primarily obtained through diet. As a result, various dietary patterns can impact blood mineral levels. The aim of this study was to investigate the correlation between dietary patterns and the concentration of calcium, mag...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10413533/ https://www.ncbi.nlm.nih.gov/pubmed/37563609 http://dx.doi.org/10.1186/s12889-023-16429-6 |
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author | Yin, Xiao-chen Wang, Wei-feng Li, Zi-min Duan, Yu-jie Chen, Ming Wu, Yuan-ni Hu, Yu-ming |
author_facet | Yin, Xiao-chen Wang, Wei-feng Li, Zi-min Duan, Yu-jie Chen, Ming Wu, Yuan-ni Hu, Yu-ming |
author_sort | Yin, Xiao-chen |
collection | PubMed |
description | BACKGROUND: Minerals have crucial biological functions in metabolism and are primarily obtained through diet. As a result, various dietary patterns can impact blood mineral levels. The aim of this study was to investigate the correlation between dietary patterns and the concentration of calcium, magnesium, iron, zinc, and copper in the bloodstream. METHODS: Three hundred eighty healthy children (53.7% male) were recruited in a region of Hunan Province in September 2019. We gathered basic information and measured physical proportions, along with completing a food frequency questionnaire (FFQ). Using principal component analysis (PCA), we determined dietary patterns. To analyze mineral levels in the blood, we used flame atomic absorption spectrometry (FAAS). We utilized linear regression models to investigate if certain dietary patterns are related to mineral concentration. RESULTS: Three dietary patterns were identified: ‘Vegetables/Nuts,’ ‘Snacks/Beverages,’ and ‘Cereal/Beans.’ Children from high-income families (annual average income > 50,000 yuan) prefer the ‘Vegetables/Nuts’ dietary pattern (P = 0.004). In comparison, those from low-income families (annual average income < 20,000 yuan) prefer the ‘Snacks/Beverages’ dietary pattern (P = 0.03). Following adjustment for age, gender, guardian’s identity, education level, and annual household income. We found that an increase in the ‘Vegetables/Nuts’ pattern score (β = 0.153, CI: 0.053 ~ 0.253; P = 0.003) and ‘Snacks/Beverages’ pattern score (β = 0.103, CI: 0.002 ~ 0.204; P = 0.033) were significantly associated blood copper concentration. CONCLUSIONS: Household income was found to be associated with dietary behavior. Furthermore, higher blood copper concentration was significantly correlated with the ‘Vegetables/Nuts’ dietary pattern and ‘Snacks/Beverages’ dietary pattern, but the correlation is extremely low. |
format | Online Article Text |
id | pubmed-10413533 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-104135332023-08-11 The relationship between dietary patterns and blood mineral concentration among children in Hunan Province of China Yin, Xiao-chen Wang, Wei-feng Li, Zi-min Duan, Yu-jie Chen, Ming Wu, Yuan-ni Hu, Yu-ming BMC Public Health Research BACKGROUND: Minerals have crucial biological functions in metabolism and are primarily obtained through diet. As a result, various dietary patterns can impact blood mineral levels. The aim of this study was to investigate the correlation between dietary patterns and the concentration of calcium, magnesium, iron, zinc, and copper in the bloodstream. METHODS: Three hundred eighty healthy children (53.7% male) were recruited in a region of Hunan Province in September 2019. We gathered basic information and measured physical proportions, along with completing a food frequency questionnaire (FFQ). Using principal component analysis (PCA), we determined dietary patterns. To analyze mineral levels in the blood, we used flame atomic absorption spectrometry (FAAS). We utilized linear regression models to investigate if certain dietary patterns are related to mineral concentration. RESULTS: Three dietary patterns were identified: ‘Vegetables/Nuts,’ ‘Snacks/Beverages,’ and ‘Cereal/Beans.’ Children from high-income families (annual average income > 50,000 yuan) prefer the ‘Vegetables/Nuts’ dietary pattern (P = 0.004). In comparison, those from low-income families (annual average income < 20,000 yuan) prefer the ‘Snacks/Beverages’ dietary pattern (P = 0.03). Following adjustment for age, gender, guardian’s identity, education level, and annual household income. We found that an increase in the ‘Vegetables/Nuts’ pattern score (β = 0.153, CI: 0.053 ~ 0.253; P = 0.003) and ‘Snacks/Beverages’ pattern score (β = 0.103, CI: 0.002 ~ 0.204; P = 0.033) were significantly associated blood copper concentration. CONCLUSIONS: Household income was found to be associated with dietary behavior. Furthermore, higher blood copper concentration was significantly correlated with the ‘Vegetables/Nuts’ dietary pattern and ‘Snacks/Beverages’ dietary pattern, but the correlation is extremely low. BioMed Central 2023-08-10 /pmc/articles/PMC10413533/ /pubmed/37563609 http://dx.doi.org/10.1186/s12889-023-16429-6 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Yin, Xiao-chen Wang, Wei-feng Li, Zi-min Duan, Yu-jie Chen, Ming Wu, Yuan-ni Hu, Yu-ming The relationship between dietary patterns and blood mineral concentration among children in Hunan Province of China |
title | The relationship between dietary patterns and blood mineral concentration among children in Hunan Province of China |
title_full | The relationship between dietary patterns and blood mineral concentration among children in Hunan Province of China |
title_fullStr | The relationship between dietary patterns and blood mineral concentration among children in Hunan Province of China |
title_full_unstemmed | The relationship between dietary patterns and blood mineral concentration among children in Hunan Province of China |
title_short | The relationship between dietary patterns and blood mineral concentration among children in Hunan Province of China |
title_sort | relationship between dietary patterns and blood mineral concentration among children in hunan province of china |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10413533/ https://www.ncbi.nlm.nih.gov/pubmed/37563609 http://dx.doi.org/10.1186/s12889-023-16429-6 |
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