Combined Effect of Inflammation and Hyperglycemia on Mild Cognitive Impairment and Associated Dietary Patterns in an Older Taiwanese Population

Background: Previous studies have demonstrated that C-reactive protein (CRP) and glycated hemoglobin (HbA1c) levels are independently associated with neurodegenerative diseases, which can be improved by altering dietary patterns. This study investigates the combined effect of CRP and HbA1c, as well...

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Main Authors: Fan, Yen-Chun, Chou, Chia-Chi, Bintoro, Bagas Suryo, Pan, Wen-Harn, Bai, Chyi-Huey
Format: Article PeerReviewed
Language:English
Published: Frontiers Media S.A. 2022
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Online Access:https://repository.ugm.ac.id/283419/1/Combined%20Effect%20of%20Inflammation%20and%20Hyperglycemia%20on%20Mild%20Cognitive%20Impairment%20and%20Associated%20Dietary%20Patterns%20in%20an%20Older%20Taiwanese%20Population.pdf
https://repository.ugm.ac.id/283419/
https://www.frontiersin.org/articles/10.3389/fnut.2022.791929/full
https://doi.org/10.3389/fnut.2022.791929
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spelling id-ugm-repo.2834192023-11-21T03:05:14Z https://repository.ugm.ac.id/283419/ Combined Effect of Inflammation and Hyperglycemia on Mild Cognitive Impairment and Associated Dietary Patterns in an Older Taiwanese Population Fan, Yen-Chun Chou, Chia-Chi Bintoro, Bagas Suryo Pan, Wen-Harn Bai, Chyi-Huey Haematology Background: Previous studies have demonstrated that C-reactive protein (CRP) and glycated hemoglobin (HbA1c) levels are independently associated with neurodegenerative diseases, which can be improved by altering dietary patterns. This study investigates the combined effect of CRP and HbA1c, as well as the influence of dietary patterns, on the risk of dementia. Methods: A cross-sectional study was conducted with 536 participants aged ≥65 years who were recruited from the Nutrition and Health Survey in Taiwan between 2014 and 2016. The high levels of inflammation and glycation were defined as a CRP level of >0.21 mg/dl and a HbA1c level of ≥6.50%, respectively. Mild cognitive impairment (MCI) was evaluated using the Mini-Mental State Examination (MMSE) score. The dietary patterns associated with CRP and HbA1c levels were assessed using the reduced rank regression (RRR). Multivariate logistic regression analysis of both complete and imputed datasets was performed. Results: Participants with high levels of both CRP and HbA1c were associated with the highest odds ratio (OR) of MCI (adjusted OR [aOR] = 3.52; 95% CI = 3.48, 3.56; p < 0.001), followed by a high level of only HbA1c (aOR = 1.73; p < 0.001) and a high level of CRP (aOR = 1.49; p < 0.001). Using the reduced rank regression, an inverse relationship between higher consumption nuts and seeds and lower levels of CRP and HbA1c was found (both factors loading < −0.2). Concerning the combined effect of tertiles among the factor 1 and factor 2 analyzed by dietary patterns, group 1 with both T3 (high tertiles) was associated with the greatest OR of MCI (aOR = 4.38; 95% CI = 4.34, 4.42; p < 0.001) using multiple imputation. Conclusions: The combined effect of high levels of inflammation and hyperglycemia was associated with an increased likelihood of MCI. Moreover, dietary patterns positively related to inflammation and hyperglycemia were associated with MCI, while eating nuts and seeds promoted better cognition. Frontiers Media S.A. 2022-02-18 Article PeerReviewed application/pdf en https://repository.ugm.ac.id/283419/1/Combined%20Effect%20of%20Inflammation%20and%20Hyperglycemia%20on%20Mild%20Cognitive%20Impairment%20and%20Associated%20Dietary%20Patterns%20in%20an%20Older%20Taiwanese%20Population.pdf Fan, Yen-Chun and Chou, Chia-Chi and Bintoro, Bagas Suryo and Pan, Wen-Harn and Bai, Chyi-Huey (2022) Combined Effect of Inflammation and Hyperglycemia on Mild Cognitive Impairment and Associated Dietary Patterns in an Older Taiwanese Population. Frontiers in Nutrition, 9. pp. 1-11. ISSN 2296861X https://www.frontiersin.org/articles/10.3389/fnut.2022.791929/full https://doi.org/10.3389/fnut.2022.791929
institution Universitas Gadjah Mada
building UGM Library
continent Asia
country Indonesia
Indonesia
content_provider UGM Library
collection Repository Civitas UGM
language English
topic Haematology
spellingShingle Haematology
Fan, Yen-Chun
Chou, Chia-Chi
Bintoro, Bagas Suryo
Pan, Wen-Harn
Bai, Chyi-Huey
Combined Effect of Inflammation and Hyperglycemia on Mild Cognitive Impairment and Associated Dietary Patterns in an Older Taiwanese Population
description Background: Previous studies have demonstrated that C-reactive protein (CRP) and glycated hemoglobin (HbA1c) levels are independently associated with neurodegenerative diseases, which can be improved by altering dietary patterns. This study investigates the combined effect of CRP and HbA1c, as well as the influence of dietary patterns, on the risk of dementia. Methods: A cross-sectional study was conducted with 536 participants aged ≥65 years who were recruited from the Nutrition and Health Survey in Taiwan between 2014 and 2016. The high levels of inflammation and glycation were defined as a CRP level of >0.21 mg/dl and a HbA1c level of ≥6.50%, respectively. Mild cognitive impairment (MCI) was evaluated using the Mini-Mental State Examination (MMSE) score. The dietary patterns associated with CRP and HbA1c levels were assessed using the reduced rank regression (RRR). Multivariate logistic regression analysis of both complete and imputed datasets was performed. Results: Participants with high levels of both CRP and HbA1c were associated with the highest odds ratio (OR) of MCI (adjusted OR [aOR] = 3.52; 95% CI = 3.48, 3.56; p < 0.001), followed by a high level of only HbA1c (aOR = 1.73; p < 0.001) and a high level of CRP (aOR = 1.49; p < 0.001). Using the reduced rank regression, an inverse relationship between higher consumption nuts and seeds and lower levels of CRP and HbA1c was found (both factors loading < −0.2). Concerning the combined effect of tertiles among the factor 1 and factor 2 analyzed by dietary patterns, group 1 with both T3 (high tertiles) was associated with the greatest OR of MCI (aOR = 4.38; 95% CI = 4.34, 4.42; p < 0.001) using multiple imputation. Conclusions: The combined effect of high levels of inflammation and hyperglycemia was associated with an increased likelihood of MCI. Moreover, dietary patterns positively related to inflammation and hyperglycemia were associated with MCI, while eating nuts and seeds promoted better cognition.
format Article
PeerReviewed
author Fan, Yen-Chun
Chou, Chia-Chi
Bintoro, Bagas Suryo
Pan, Wen-Harn
Bai, Chyi-Huey
author_facet Fan, Yen-Chun
Chou, Chia-Chi
Bintoro, Bagas Suryo
Pan, Wen-Harn
Bai, Chyi-Huey
author_sort Fan, Yen-Chun
title Combined Effect of Inflammation and Hyperglycemia on Mild Cognitive Impairment and Associated Dietary Patterns in an Older Taiwanese Population
title_short Combined Effect of Inflammation and Hyperglycemia on Mild Cognitive Impairment and Associated Dietary Patterns in an Older Taiwanese Population
title_full Combined Effect of Inflammation and Hyperglycemia on Mild Cognitive Impairment and Associated Dietary Patterns in an Older Taiwanese Population
title_fullStr Combined Effect of Inflammation and Hyperglycemia on Mild Cognitive Impairment and Associated Dietary Patterns in an Older Taiwanese Population
title_full_unstemmed Combined Effect of Inflammation and Hyperglycemia on Mild Cognitive Impairment and Associated Dietary Patterns in an Older Taiwanese Population
title_sort combined effect of inflammation and hyperglycemia on mild cognitive impairment and associated dietary patterns in an older taiwanese population
publisher Frontiers Media S.A.
publishDate 2022
url https://repository.ugm.ac.id/283419/1/Combined%20Effect%20of%20Inflammation%20and%20Hyperglycemia%20on%20Mild%20Cognitive%20Impairment%20and%20Associated%20Dietary%20Patterns%20in%20an%20Older%20Taiwanese%20Population.pdf
https://repository.ugm.ac.id/283419/
https://www.frontiersin.org/articles/10.3389/fnut.2022.791929/full
https://doi.org/10.3389/fnut.2022.791929
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