Association Between Serum Advanced Glycation End Products and Cardiovascular‐Kidney‐Metabolic (CKM) Syndrome: A 3‐Year Longitudinal Cohort Study (2019–2022)

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Main Authors: Hui Zhao, Ze‐wen Zhang, Tao Luo, Dilihumaer Aili, Wen‐huan Ding, Yuan‐yuan Li, Yuan‐sheng Gu, Shulipan Aslibek, Jing‐jing He, Wen‐hui Yu, Run‐ze Ma, Anaer Gaoshao, Ting‐ting Qiao, Guo‐zhen Zhang, Henry S. Lynn, Mu‐long Du, Jiang‐hong Dai
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Published: Wiley 2025
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author Hui Zhao
Ze‐wen Zhang
Tao Luo
Dilihumaer Aili
Wen‐huan Ding
Yuan‐yuan Li
Yuan‐sheng Gu
Shulipan Aslibek
Jing‐jing He
Wen‐hui Yu
Run‐ze Ma
Anaer Gaoshao
Ting‐ting Qiao
Guo‐zhen Zhang
Henry S. Lynn
Mu‐long Du
Jiang‐hong Dai
author_facet Hui Zhao
Ze‐wen Zhang
Tao Luo
Dilihumaer Aili
Wen‐huan Ding
Yuan‐yuan Li
Yuan‐sheng Gu
Shulipan Aslibek
Jing‐jing He
Wen‐hui Yu
Run‐ze Ma
Anaer Gaoshao
Ting‐ting Qiao
Guo‐zhen Zhang
Henry S. Lynn
Mu‐long Du
Jiang‐hong Dai
Hui Zhao
Ze‐wen Zhang
Tao Luo
Dilihumaer Aili
Wen‐huan Ding
Yuan‐yuan Li
Yuan‐sheng Gu
Shulipan Aslibek
Jing‐jing He
Wen‐hui Yu
Run‐ze Ma
Anaer Gaoshao
Ting‐ting Qiao
Guo‐zhen Zhang
Henry S. Lynn
Mu‐long Du
Jiang‐hong Dai
collection Wiley Open Access
contents Association Between Serum Advanced Glycation End Products and Cardiovascular‐Kidney‐Metabolic (CKM) Syndrome: A 3‐Year Longitudinal Cohort Study (2019–2022) Hui Zhao Ze‐wen Zhang Tao Luo Dilihumaer Aili Wen‐huan Ding Yuan‐yuan Li Yuan‐sheng Gu Shulipan Aslibek Jing‐jing He Wen‐hui Yu Run‐ze Ma Anaer Gaoshao Ting‐ting Qiao Guo‐zhen Zhang Henry S. Lynn Mu‐long Du Jiang‐hong Dai Journal of Diabetes ABSTRACTBackgroundCardiovascular‐kidney‐metabolic (CKM) syndrome begins with obesity and glucose abnormalities, advancing to cardiovascular and kidney complications. This study investigates the relationship of advanced glycation end products (AGEs) with CKM syndrome staging and transition patterns.MethodsThis 3‐year longitudinal study (2019–2022) of 1264 adults identified five CKM trajectory groups: Group 1 (stable low‐risk, 6.7%, stage 0/1), Group 2 (fluctuating, 15.8%, stages 0/1–2), Group 3 (stable intermediate, 52.8%, stage 2), Group 4 (progressors, 8.9%, to stage 3/4), and Group 5 (stable high‐risk, 15.8%, stage 3/4), from baseline distributions of stage 0 (1.6%), 1 (12.3%), 2 (71.0%), 3 (5.8%), and 4 (9.2%). Serum AGEs were quantified by UPLC‐MS/MS.ResultsHigher AGEs levels showed significant associations with CKM severity, with each 1‐SD increase corresponding to a 30% greater likelihood of advanced staging (95% CI:10%–54%). Quartile analysis revealed a dose–response relationship (Q2:1.66[1.15–2.41]; Q3:1.67[1.12–2.48]; Q4:1.92[1.31–2.81]). Longitudinally, the total AGEs score was significantly associated with CKM transition patterns from 2019 to 2022. The odds ratios (ORs) for Group 2, Group 3, Group 4, and Group 5 compared to Group 1 were 1.61 (1.06–2.45), 1.64 (1.11–2.41), 1.71 (1.07–2.73), and 2.03 (1.32–3.13), respectively.ConclusionsThese findings suggest that serum AGEs are linked to CKM severity and progression, potentially serving as biomarkers for CKM staging and targets for intervention. 10.1111/1753-0407.70137 http://creativecommons.org/licenses/by/4.0/
doi_str_mv 10.1111/1753-0407.70137
format Artículo Open Access
id wiley_oa_10_1111_1753_0407_70137
institution Wiley Open Access
license_str_mv http://creativecommons.org/licenses/by/4.0/
publishDate 2025
publisher Wiley
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spellingShingle Association Between Serum Advanced Glycation End Products and Cardiovascular‐Kidney‐Metabolic (CKM) Syndrome: A 3‐Year Longitudinal Cohort Study (2019–2022)
Hui Zhao
Ze‐wen Zhang
Tao Luo
Dilihumaer Aili
Wen‐huan Ding
Yuan‐yuan Li
Yuan‐sheng Gu
Shulipan Aslibek
Jing‐jing He
Wen‐hui Yu
Run‐ze Ma
Anaer Gaoshao
Ting‐ting Qiao
Guo‐zhen Zhang
Henry S. Lynn
Mu‐long Du
Jiang‐hong Dai
Journal of Diabetes
Association Between Serum Advanced Glycation End Products and Cardiovascular‐Kidney‐Metabolic (CKM) Syndrome: A 3‐Year Longitudinal Cohort Study (2019–2022) Hui Zhao Ze‐wen Zhang Tao Luo Dilihumaer Aili Wen‐huan Ding Yuan‐yuan Li Yuan‐sheng Gu Shulipan Aslibek Jing‐jing He Wen‐hui Yu Run‐ze Ma Anaer Gaoshao Ting‐ting Qiao Guo‐zhen Zhang Henry S. Lynn Mu‐long Du Jiang‐hong Dai Journal of Diabetes ABSTRACTBackgroundCardiovascular‐kidney‐metabolic (CKM) syndrome begins with obesity and glucose abnormalities, advancing to cardiovascular and kidney complications. This study investigates the relationship of advanced glycation end products (AGEs) with CKM syndrome staging and transition patterns.MethodsThis 3‐year longitudinal study (2019–2022) of 1264 adults identified five CKM trajectory groups: Group 1 (stable low‐risk, 6.7%, stage 0/1), Group 2 (fluctuating, 15.8%, stages 0/1–2), Group 3 (stable intermediate, 52.8%, stage 2), Group 4 (progressors, 8.9%, to stage 3/4), and Group 5 (stable high‐risk, 15.8%, stage 3/4), from baseline distributions of stage 0 (1.6%), 1 (12.3%), 2 (71.0%), 3 (5.8%), and 4 (9.2%). Serum AGEs were quantified by UPLC‐MS/MS.ResultsHigher AGEs levels showed significant associations with CKM severity, with each 1‐SD increase corresponding to a 30% greater likelihood of advanced staging (95% CI:10%–54%). Quartile analysis revealed a dose–response relationship (Q2:1.66[1.15–2.41]; Q3:1.67[1.12–2.48]; Q4:1.92[1.31–2.81]). Longitudinally, the total AGEs score was significantly associated with CKM transition patterns from 2019 to 2022. The odds ratios (ORs) for Group 2, Group 3, Group 4, and Group 5 compared to Group 1 were 1.61 (1.06–2.45), 1.64 (1.11–2.41), 1.71 (1.07–2.73), and 2.03 (1.32–3.13), respectively.ConclusionsThese findings suggest that serum AGEs are linked to CKM severity and progression, potentially serving as biomarkers for CKM staging and targets for intervention. 10.1111/1753-0407.70137 http://creativecommons.org/licenses/by/4.0/
title Association Between Serum Advanced Glycation End Products and Cardiovascular‐Kidney‐Metabolic (CKM) Syndrome: A 3‐Year Longitudinal Cohort Study (2019–2022)
topic Journal of Diabetes
url https://onlinelibrary.wiley.com/doi/10.1111/1753-0407.70137