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Yang X, Lan Q, Wang Q, Xue Y, Zhang J, Li X, Zhao Y, Zhang Y. Association of homocysteine and uric acid with type 2 diabetes mellitus: a case-control study. Sci Rep 2025; 15:1914. [PMID: 39809836 PMCID: PMC11733023 DOI: 10.1038/s41598-025-85812-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Accepted: 01/06/2025] [Indexed: 01/16/2025] Open
Abstract
The aim of this study was to examine the association between homocysteine (Hcy), uric acid (UA) and type 2 diabetes mellitus (T2DM), and to explore whether there was an interaction between Hcy and UA in the development of T2DM. A total of 1250 diabetic patients and 1250 non-diabetic controls were included in this case-control study. Binary logistic regression and interaction analysis were used to evaluate the association between Hcy, UA, and T2DM, and the combined effects of Hcy and UA on T2DM, respectively. Plasma Hcy and UA levels were significantly higher in diabetic patients compared to non-diabetic controls (p < 0.001, p = 0.002). Elevated Hcy and UA were risk factors for T2DM. Binary logistic regression analysis showed that compared with the lowest quartile of Hcy and UA, the highest quartile had a significantly increased risk of T2DM (OR = 1.629, 95% CI: 1.303, 2.035 for Hcy; OR = 1.596, 95% CI: 1.277, 1.995 for UA). Stratified analysis suggested a significant association between Hcy and T2DM for those aged < 65 years and males. A significant association between UA and T2DM was found in those aged ≥ 65 years, males, and BMI ≥ 24 kg/m2. No significant interaction was observed between Hcy and UA (p > 0.05). Hcy and UA were risk factors for T2DM. However, there was no interaction between Hcy and UA in the risk of T2DM.
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Affiliation(s)
- Xiaolong Yang
- School of Public Health, Ningxia Medical University, Yinchuan, 75004, China
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, 75004, China
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, 750004, China
| | - Qiuqiu Lan
- School of Public Health, Ningxia Medical University, Yinchuan, 75004, China
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, 75004, China
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, 750004, China
| | - Qingan Wang
- School of Public Health, Ningxia Medical University, Yinchuan, 75004, China
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, 75004, China
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, 750004, China
| | - Yixuan Xue
- School of Public Health, Ningxia Medical University, Yinchuan, 75004, China
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, 75004, China
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, 750004, China
| | - Jiaxing Zhang
- School of Public Health, Ningxia Medical University, Yinchuan, 75004, China
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, 75004, China
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, 750004, China
| | - Xiaoxia Li
- School of Public Health, Ningxia Medical University, Yinchuan, 75004, China
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, 75004, China
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, 750004, China
| | - Yi Zhao
- School of Public Health, Ningxia Medical University, Yinchuan, 75004, China.
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, 75004, China.
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, 750004, China.
| | - Yuhong Zhang
- School of Public Health, Ningxia Medical University, Yinchuan, 75004, China
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, 75004, China
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, 750004, China
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Qiu J, Yang X, Wang Q, Yang X, Ma S, Zhang J, Liu W, Li X, Chen K, Wang K, Zhang H, Zhang Y, Zhao Y, Jiang Y. Association of plasma homocysteine with cardiometabolic multimorbidity: a cross-sectional study in northwest China. Lipids Health Dis 2024; 23:370. [PMID: 39533340 PMCID: PMC11555799 DOI: 10.1186/s12944-024-02359-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 11/03/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND Elevated homocysteine (Hcy) levels have been linked to cardiovascular disease (CVD), but their association with cardiometabolic multimorbidity (CMM) remains uncertain. METHODS Data from the baseline survey of the China Northwest Cohort-Ningxia Project (CNC-NX) were used to recruit 22,566 participants. Demographic characteristics, lifestyle factors, and laboratory exam results were collected. Logistic regression was used to evaluate the association between Hcy levels and CMM risk. Restricted cubic splines (RCS) explored potential non-linear relationships, and subgroup analyses assessed the consistency of the association across distinct groups. Sensitivity analysis accounted for cluster variability. RESULTS The final analysis included 18,126 participants. Higher Hcy levels were significantly associated with an increased risk of CMM (adjusted OR = 1.005, P = 0.003), with a linear relationship confirmed by RCS analysis (P for non-linearity = 0.142). There was a stronger association between Hcy-CMM in high-risk people, including elderly, males, and those with high BMI (P < 0.05). No significant association was observed between Hcy levels and more severe types of CMM. CONCLUSIONS Elevated Hcy levels are correlated with an increased risk of CMM, warranting further investigation into the underlying mechanisms and potential interventions. Given the individual differences in the Hcy-CMM relationship, targeted comprehensive interventions for high-risk groups are necessary to reduce the risk of CMM.
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Affiliation(s)
- Jiangwei Qiu
- School of Public Health, Ningxia Medical University, Yinchuan, China
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, China
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, China
- Ningxia Key Laboratory of Craniocerebral Diseases, Ningxia Medical University, Yinchuan, China
| | - Xiaolong Yang
- School of Public Health, Ningxia Medical University, Yinchuan, China
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, China
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, China
| | - Qingan Wang
- School of Public Health, Ningxia Medical University, Yinchuan, China
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, China
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, China
| | - Xiaoling Yang
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, China
| | - Shengchao Ma
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, China
| | - Jiaxing Zhang
- School of Public Health, Ningxia Medical University, Yinchuan, China
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, China
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, China
| | - Wanlu Liu
- School of Public Health, Ningxia Medical University, Yinchuan, China
| | - Xiaoxia Li
- School of Public Health, Ningxia Medical University, Yinchuan, China
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, China
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, China
| | - Kexin Chen
- School of Public Health, Ningxia Medical University, Yinchuan, China
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, China
- School of Nursing, Ningxia Medical University, Yinchuan, China
| | - Kai Wang
- School of Public Health, Ningxia Medical University, Yinchuan, China
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, China
| | - Huiping Zhang
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, China
| | - Yuhong Zhang
- School of Public Health, Ningxia Medical University, Yinchuan, China
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, China
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, China
| | - Yi Zhao
- School of Public Health, Ningxia Medical University, Yinchuan, China.
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, China.
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, China.
| | - Yideng Jiang
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, China.
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Li J, Liu X, Yang X, Cheng Y, Liu L, Zhang Y, Zhao Y. Impact of vitamins A, D, and homocysteine on cardiometabolic multimorbidity in Northwest China. Nutr Metab (Lond) 2024; 21:70. [PMID: 39215279 PMCID: PMC11363622 DOI: 10.1186/s12986-024-00845-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 08/26/2024] [Indexed: 09/04/2024] Open
Abstract
OBJECTIVE To investigate the impact of vitamin A (VA), vitamin D (VD), and homocysteine (Hcy) on cardiometabolic multimorbidity (CMM). METHODS This study is a cross-sectional study conducted in Ningxia Province, China. A total of 5000 participants aged 25-74 were recruited and divided into two groups based on the definition of cardiometabolic multimorbidity: the CMM group and the Non CMM group. Demographic, lifestyle, and laboratory data were collected to investigate the correlation between vitamin A, D, Hcy levels and CMM risk. The association was analyzed using multiple logistic regression and restricted cubic spline method. RESULTS CMM incidence increased with age, being higher in females (20.05%) compared to males, Hypertension was present in 96.20% of CMM cases. Reduced VD levels correlated with an elevated CMM risk (OR = 1.799, 95% CI: 1.466-2.238), showing an inverse dose-response relationship, even after adjusting for confounders (OR = 1.553, 95% CI: 1.233-1.956). However, VA and Hcy levels were not significantly associated with CMM risk. The inverse correlation between VD status and CMM risk was more pronounced in males, obese individuals, and those with normal blood lipid profiles (P < 0.05). CONCLUSIONS The risk of CMM increases with age, especially in women. Inadequate VD status increases vulnerability to CMM, suggesting that optimising VD reduces the risk of CMM.
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Affiliation(s)
- Juan Li
- Public Health School, Ningxia Medical University, Yinchuan, Ningxia, China
| | - Xiaowei Liu
- Public Health School, Ningxia Medical University, Yinchuan, Ningxia, China
| | - Xiaolong Yang
- Public Health School, Ningxia Medical University, Yinchuan, Ningxia, China
| | - Yalong Cheng
- Public Health School, Ningxia Medical University, Yinchuan, Ningxia, China
| | - Lan Liu
- Public Health School, Ningxia Medical University, Yinchuan, Ningxia, China
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, 750004, China
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, Ningxia, China
| | - Yuhong Zhang
- Public Health School, Ningxia Medical University, Yinchuan, Ningxia, China.
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, 750004, China.
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, Ningxia, China.
| | - Yi Zhao
- Public Health School, Ningxia Medical University, Yinchuan, Ningxia, China.
- NHC Key Laboratory of Metabolic Cardiovascular Diseases Research, Ningxia Medical University, Yinchuan, 750004, China.
- Key Laboratory of Environmental Factors and Chronic Disease Control, Ningxia Medical University, Yinchuan, Ningxia, China.
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Xu Y, Feng H, Zhang L, Li Y, Chi F, Ren L. Prevalence and clinical correlates of hyperhomocysteinemia in Chinese urban population with hypertension. Front Endocrinol (Lausanne) 2024; 15:1369997. [PMID: 38444590 PMCID: PMC10912325 DOI: 10.3389/fendo.2024.1369997] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Accepted: 02/05/2024] [Indexed: 03/07/2024] Open
Abstract
Context The coexistence of hypertension and elevated homocysteine (Hcy) levels has a mutually reinforcing impact on the susceptibility to cardio-cerebrovascular disease. Objective The aim was to assess the prevalence, clinical correlation, and demographic characteristics of hyperhomocysteinemia (HHcy) within the Chinese urban population with hypertension. Methods A cohort of 473 individuals with hypertension were selected from four communities in Shenzhen, China. Demographic attributes, clinical profiles, and lifestyle behaviors were gathered and compared between individuals with and without HHcy. A logistic regression model was employed to examine potential factors associated with the prevalence of HHcy. Correlation between Hcy levels and clinical characteristics was assessed through multiple linear regression analysis. Results The prevalence of HHcy in the population with hypertension was 31.3%. In comparison to individuals without HHcy, those with HHcy exhibited a higher proportion of males, a higher prevalence of smoking and alcohol consumption, and a higher proportion of cases with the homozygous (TT) genotype at the MTHFR C677T polymorphism. Moreover, individuals with HHcy had lower levels of folic acid (FA), and lower fruit and vitamin B12 intake. Furthermore, the risk factors for HHcy were male (B = 1.430, OR = 4.179) and MTHFR (TT) (B = 1.086, OR = 2.961). In addition, the multiple linear regression analysis revealed a significant association between Hcy levels and gender (B = -2.784, P = 0.004), MTHFR genotypes (B = 1.410, P = 0.005), and FA levels (B = -0.136, P = 0.030). Conclusion The high prevalence of HHcy among hypertensive patients in this Chinese urban population underscores the necessity for interventions targeting modifiable risk factors such as dietary choices and lifestyle practices.
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Affiliation(s)
| | | | | | | | | | - Lijie Ren
- Department of Neurology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People’s Hospital, Shenzhen, China
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