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Association between baseline and changes in high-sensitive C-reactive protein and metabolic syndrome: a nationwide cohort study and meta-analysis

BACKGROUND: We aimed to prospectively evaluate the associations between the baseline and changes in high-density C-reactive protein (hs-CRP) and incident metabolic syndrome (MetS) in China and update the evidence based on a meta-analysis of cohort studies in different populations. METHODS: Data from...

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Autores principales: Xue, Qingping, Yang, Xue, Huang, Yuli, Zhu, Dongshan, Wang, Yi, Wen, Ying, Zhao, Jian, Liu, Yanjun, Yang, Chun-Xia, Pan, Jay, Yan, Tong, Pan, Xiong-Fei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8734319/
https://www.ncbi.nlm.nih.gov/pubmed/34991636
http://dx.doi.org/10.1186/s12986-021-00632-6
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author Xue, Qingping
Yang, Xue
Huang, Yuli
Zhu, Dongshan
Wang, Yi
Wen, Ying
Zhao, Jian
Liu, Yanjun
Yang, Chun-Xia
Pan, Jay
Yan, Tong
Pan, Xiong-Fei
author_facet Xue, Qingping
Yang, Xue
Huang, Yuli
Zhu, Dongshan
Wang, Yi
Wen, Ying
Zhao, Jian
Liu, Yanjun
Yang, Chun-Xia
Pan, Jay
Yan, Tong
Pan, Xiong-Fei
author_sort Xue, Qingping
collection PubMed
description BACKGROUND: We aimed to prospectively evaluate the associations between the baseline and changes in high-density C-reactive protein (hs-CRP) and incident metabolic syndrome (MetS) in China and update the evidence based on a meta-analysis of cohort studies in different populations. METHODS: Data from the China Health and Retirement Longitudinal Study among adults aged 45 years or older were analyzed. Participants who were recruited in the study in 2011–2012 without MetS and successfully followed up to 2015–2016 were included in our final analysis. Logistic regressions were applied to examine the prospective associations of baseline and changes in hs-CRP with incident MetS and estimate corresponding odds ratios (ORs) and 95% confidence intervals (95% CIs). A meta-analysis was conducted to synthesize effect estimates from our findings and other cohort studies on this topic. RESULTS: Among 4,116 participants, 535 developed MetS after a 4-year follow-up. Compared with the participants with hs-CRP in the lowest quartile, those with hs-CRP in the second, third, and highest quartiles had higher odds of MetS, with multivariable-adjusted ORs (95% CIs) of 1.51 (1.12, 2.06), 1.50 (1.11, 2.04), and 1.83 (1.37, 2.47). For the hs-CRP changes, ORs (95% CIs) were 3.24 (2.51, 4.02), 3.34 (2.56, 4.38), and 3.34 (2.54, 4.40) respectively. One unit (log of 1 mg/L) increase in hs-CRP was associated with 23% higher risk of MetS (OR 1.23; 95% CI 1.10, 1.38). In a meta-analysis of 6 cohort studies, the pooled relative risk for MetS was 1.63 (1.38, 1.93) for the highest versus lowest level of hs-CRP. In addition, the pooled relative risk for MetS was 1.29 (1.05, 1.59) for each unit increase of hs-CRP after log-transformation. CONCLUSIONS: Both higher baseline hs-CRP and longitudinal hs-CRP increases were associated with higher risks of incident MetS. Individuals with high hs-CRP levels may need to be closely monitored for future risk of MetS. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12986-021-00632-6.
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spelling pubmed-87343192022-01-07 Association between baseline and changes in high-sensitive C-reactive protein and metabolic syndrome: a nationwide cohort study and meta-analysis Xue, Qingping Yang, Xue Huang, Yuli Zhu, Dongshan Wang, Yi Wen, Ying Zhao, Jian Liu, Yanjun Yang, Chun-Xia Pan, Jay Yan, Tong Pan, Xiong-Fei Nutr Metab (Lond) Research BACKGROUND: We aimed to prospectively evaluate the associations between the baseline and changes in high-density C-reactive protein (hs-CRP) and incident metabolic syndrome (MetS) in China and update the evidence based on a meta-analysis of cohort studies in different populations. METHODS: Data from the China Health and Retirement Longitudinal Study among adults aged 45 years or older were analyzed. Participants who were recruited in the study in 2011–2012 without MetS and successfully followed up to 2015–2016 were included in our final analysis. Logistic regressions were applied to examine the prospective associations of baseline and changes in hs-CRP with incident MetS and estimate corresponding odds ratios (ORs) and 95% confidence intervals (95% CIs). A meta-analysis was conducted to synthesize effect estimates from our findings and other cohort studies on this topic. RESULTS: Among 4,116 participants, 535 developed MetS after a 4-year follow-up. Compared with the participants with hs-CRP in the lowest quartile, those with hs-CRP in the second, third, and highest quartiles had higher odds of MetS, with multivariable-adjusted ORs (95% CIs) of 1.51 (1.12, 2.06), 1.50 (1.11, 2.04), and 1.83 (1.37, 2.47). For the hs-CRP changes, ORs (95% CIs) were 3.24 (2.51, 4.02), 3.34 (2.56, 4.38), and 3.34 (2.54, 4.40) respectively. One unit (log of 1 mg/L) increase in hs-CRP was associated with 23% higher risk of MetS (OR 1.23; 95% CI 1.10, 1.38). In a meta-analysis of 6 cohort studies, the pooled relative risk for MetS was 1.63 (1.38, 1.93) for the highest versus lowest level of hs-CRP. In addition, the pooled relative risk for MetS was 1.29 (1.05, 1.59) for each unit increase of hs-CRP after log-transformation. CONCLUSIONS: Both higher baseline hs-CRP and longitudinal hs-CRP increases were associated with higher risks of incident MetS. Individuals with high hs-CRP levels may need to be closely monitored for future risk of MetS. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12986-021-00632-6. BioMed Central 2022-01-06 /pmc/articles/PMC8734319/ /pubmed/34991636 http://dx.doi.org/10.1186/s12986-021-00632-6 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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
Xue, Qingping
Yang, Xue
Huang, Yuli
Zhu, Dongshan
Wang, Yi
Wen, Ying
Zhao, Jian
Liu, Yanjun
Yang, Chun-Xia
Pan, Jay
Yan, Tong
Pan, Xiong-Fei
Association between baseline and changes in high-sensitive C-reactive protein and metabolic syndrome: a nationwide cohort study and meta-analysis
title Association between baseline and changes in high-sensitive C-reactive protein and metabolic syndrome: a nationwide cohort study and meta-analysis
title_full Association between baseline and changes in high-sensitive C-reactive protein and metabolic syndrome: a nationwide cohort study and meta-analysis
title_fullStr Association between baseline and changes in high-sensitive C-reactive protein and metabolic syndrome: a nationwide cohort study and meta-analysis
title_full_unstemmed Association between baseline and changes in high-sensitive C-reactive protein and metabolic syndrome: a nationwide cohort study and meta-analysis
title_short Association between baseline and changes in high-sensitive C-reactive protein and metabolic syndrome: a nationwide cohort study and meta-analysis
title_sort association between baseline and changes in high-sensitive c-reactive protein and metabolic syndrome: a nationwide cohort study and meta-analysis
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8734319/
https://www.ncbi.nlm.nih.gov/pubmed/34991636
http://dx.doi.org/10.1186/s12986-021-00632-6
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