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Association between serum globulin and cognitive impairment in older American adults
BACKGROUND AND AIMS: Cognitive impairment is on the rise around the world, with profound economic and social consequences. Serum globulin, a marker of liver function, may also play a role in cognitive function. Unfortunately, no consistent conclusion exists regarding the association between serum gl...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476522/ https://www.ncbi.nlm.nih.gov/pubmed/37670828 http://dx.doi.org/10.3389/fpubh.2023.1193993 |
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author | Huang, Jian Li, Rong Zhu, Hao Huang, Dong Li, Weiwang Wang, Jing Liu, Zhirong |
author_facet | Huang, Jian Li, Rong Zhu, Hao Huang, Dong Li, Weiwang Wang, Jing Liu, Zhirong |
author_sort | Huang, Jian |
collection | PubMed |
description | BACKGROUND AND AIMS: Cognitive impairment is on the rise around the world, with profound economic and social consequences. Serum globulin, a marker of liver function, may also play a role in cognitive function. Unfortunately, no consistent conclusion exists regarding the association between serum globulin and cognitive function. METHODS: Data from the 2011 to 2014 National Health and Nutrition Examination Survey were used to assess the association between serum globulin and cognitive impairment. Cognitive function was assessed by three tests: Consortium to Establish a Registry for Alzheimer’s Disease (CERAD), Animal Fluency (AF), and Digit Symbol Substitution Test (DSST). Furthermore, the breakthrough point of cognitive impairment correlated with CERAD < 5, AF < 14, and DSST < 34. A weighted multiple logistics regression model was used to verify the association between serum globulin and cognitive impairment. Generalized additive models (GAMs) and a smooth curve fit (penalty spline method) were used to determine a non-linear relationship between serum globulin and cognitive impairment. Finally, subgroup analysis and interaction tests were conducted to further verify the association between serum globulin and cognitive impairment. RESULTS: Data from 2,768 participants aged ≥60 (in accordance with the study design) were collected for the final analysis. Data suggested that serum globulin levels were associated with an elevated cognitive impairment based on the AF [full adjustment, OR = 1.05, 95% CI: 1.01–1.08] and DSST [full adjustment, OR = 1.06, 95% CI: 1.02–1.10] tests. Eventually, the GAM and smooth curve fit model was conducted to confirm that the association between serum globulin and cognitive impairment was non-linear. Moreover, the inflection point was 27 g/L serum globulin based on the CERAD test and 35 g/L serum globulin based on the AF test. Finally, the interaction term between serum globulin and cognitive impairment based on the AF test indicated no significant interactions among all variables (all p for interaction >0.05). CONCLUSION: The association between serum globulin levels and cognitive impairment is non-linear. A threshold effect exists between serum globulin and cognitive impairment. Large-scale prospective clinical trials are needed to validate our findings. |
format | Online Article Text |
id | pubmed-10476522 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-104765222023-09-05 Association between serum globulin and cognitive impairment in older American adults Huang, Jian Li, Rong Zhu, Hao Huang, Dong Li, Weiwang Wang, Jing Liu, Zhirong Front Public Health Public Health BACKGROUND AND AIMS: Cognitive impairment is on the rise around the world, with profound economic and social consequences. Serum globulin, a marker of liver function, may also play a role in cognitive function. Unfortunately, no consistent conclusion exists regarding the association between serum globulin and cognitive function. METHODS: Data from the 2011 to 2014 National Health and Nutrition Examination Survey were used to assess the association between serum globulin and cognitive impairment. Cognitive function was assessed by three tests: Consortium to Establish a Registry for Alzheimer’s Disease (CERAD), Animal Fluency (AF), and Digit Symbol Substitution Test (DSST). Furthermore, the breakthrough point of cognitive impairment correlated with CERAD < 5, AF < 14, and DSST < 34. A weighted multiple logistics regression model was used to verify the association between serum globulin and cognitive impairment. Generalized additive models (GAMs) and a smooth curve fit (penalty spline method) were used to determine a non-linear relationship between serum globulin and cognitive impairment. Finally, subgroup analysis and interaction tests were conducted to further verify the association between serum globulin and cognitive impairment. RESULTS: Data from 2,768 participants aged ≥60 (in accordance with the study design) were collected for the final analysis. Data suggested that serum globulin levels were associated with an elevated cognitive impairment based on the AF [full adjustment, OR = 1.05, 95% CI: 1.01–1.08] and DSST [full adjustment, OR = 1.06, 95% CI: 1.02–1.10] tests. Eventually, the GAM and smooth curve fit model was conducted to confirm that the association between serum globulin and cognitive impairment was non-linear. Moreover, the inflection point was 27 g/L serum globulin based on the CERAD test and 35 g/L serum globulin based on the AF test. Finally, the interaction term between serum globulin and cognitive impairment based on the AF test indicated no significant interactions among all variables (all p for interaction >0.05). CONCLUSION: The association between serum globulin levels and cognitive impairment is non-linear. A threshold effect exists between serum globulin and cognitive impairment. Large-scale prospective clinical trials are needed to validate our findings. Frontiers Media S.A. 2023-08-21 /pmc/articles/PMC10476522/ /pubmed/37670828 http://dx.doi.org/10.3389/fpubh.2023.1193993 Text en Copyright © 2023 Huang, Li, Zhu, Huang, Li, Wang and Liu. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Public Health Huang, Jian Li, Rong Zhu, Hao Huang, Dong Li, Weiwang Wang, Jing Liu, Zhirong Association between serum globulin and cognitive impairment in older American adults |
title | Association between serum globulin and cognitive impairment in older American adults |
title_full | Association between serum globulin and cognitive impairment in older American adults |
title_fullStr | Association between serum globulin and cognitive impairment in older American adults |
title_full_unstemmed | Association between serum globulin and cognitive impairment in older American adults |
title_short | Association between serum globulin and cognitive impairment in older American adults |
title_sort | association between serum globulin and cognitive impairment in older american adults |
topic | Public Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10476522/ https://www.ncbi.nlm.nih.gov/pubmed/37670828 http://dx.doi.org/10.3389/fpubh.2023.1193993 |
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