PMID- 38321202 OWN - NLM STAT- MEDLINE DCOM- 20240428 LR - 20240428 IS - 1432-5233 (Electronic) IS - 0940-5429 (Linking) VI - 61 IP - 5 DP - 2024 May TI - Untangling pathways of risk factors associated with hypertension among dysglycemia adults in eastern China: a structural equation model approach. PG - 587-597 LID - 10.1007/s00592-024-02236-x [doi] AB - BACKGROUND AND AIMS: Using structural equation model (SEM) to test a conceptual model of pathways of developing hypertension among dysglycemia (IFG and T2DM) adults in Eastern China, emphasizing the unique mediation effect of insulin resistance and obesity on the relationship between modified/unmodified factors and hypertension. METHODS AND RESULTS: Participants with dysglycemia (n = 10,401) were extracted from the survey of Chronic Disease and Risk Factor Surveillance in Nanjing, the capital of Jiangsu Province in China. Dietary patterns were identified by using principal component analysis (PCA). SEM was employed to evaluate multiple pathways of hypertension among participants with IFG and T2DM. Three dietary patterns were derived using PCA. The tuber animal food pattern (OR = 0.825, 95% CI 0.723-0.940) and the balanced food pattern (OR = 0.812, 95% CI 0.715-0.922) were negatively associated with hypertension, while the Chinese rural food pattern (OR = 1.163, 95% CI 1.019-1.328) was positively associated with hypertension. The best SEM model showed that BMI (0.140), smoking (0.048) and Chinese rural food pattern (0.022) positively associated with hypertension; while tuber animal food pattern (- 0.025) had a negative direct effect on hypertension. Notably, insulin resistance could mediate the link between lifestyles (smoking and dietary patterns) and hypertension. CONCLUSION: Accordingly, we emphasized the importance of lifestyle intervention, mainly including obesity management, choosing healthy diets and decreasing smoking control, which may profoundly benefit this high-risk group among Chinese population. CI - (c) 2024. Springer-Verlag Italia S.r.l., part of Springer Nature. FAU - Chen, Yichao AU - Chen Y AD - Department of Noncommunicable Disease Prevention, Nanjing Medical University Affiliated Nanjing Center for Disease Control and Prevention, No. 2 Zi'ZhuLin, Nanjing, 210003, China. AD - Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China. FAU - Song, Yingqian AU - Song Y AD - Department of Noncommunicable Disease Prevention, Nanjing Medical University Affiliated Nanjing Center for Disease Control and Prevention, No. 2 Zi'ZhuLin, Nanjing, 210003, China. AD - Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China. FAU - Hong, Xin AU - Hong X AD - Department of Noncommunicable Disease Prevention, Nanjing Medical University Affiliated Nanjing Center for Disease Control and Prevention, No. 2 Zi'ZhuLin, Nanjing, 210003, China. AD - Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China. FAU - Du, Jinling AU - Du J AD - Department of Noncommunicable Disease Prevention, Nanjing Medical University Affiliated Nanjing Center for Disease Control and Prevention, No. 2 Zi'ZhuLin, Nanjing, 210003, China. AD - Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China. FAU - Wang, Weiwei AU - Wang W AD - Department of Noncommunicable Disease Prevention, Nanjing Medical University Affiliated Nanjing Center for Disease Control and Prevention, No. 2 Zi'ZhuLin, Nanjing, 210003, China. FAU - Zhou, Nan AU - Zhou N AUID- ORCID: 0000-0002-5735-4227 AD - Department of Noncommunicable Disease Prevention, Nanjing Medical University Affiliated Nanjing Center for Disease Control and Prevention, No. 2 Zi'ZhuLin, Nanjing, 210003, China. nj_zhounan@126.com. AD - Department of Epidemiology and Biostatistics, School of Public Health, Nanjing Medical University, Nanjing, China. nj_zhounan@126.com. LA - eng GR - ZKX18049/Nanjing Medical Science and Technique Development Foundation/ GR - ZKX21054/Nanjing Medical Science and Technique Development Foundation/ PT - Journal Article DEP - 20240206 PL - Germany TA - Acta Diabetol JT - Acta diabetologica JID - 9200299 SB - IM MH - Humans MH - China/epidemiology MH - *Hypertension/epidemiology/etiology MH - Male MH - Female MH - Middle Aged MH - Risk Factors MH - Adult MH - Latent Class Analysis MH - Diabetes Mellitus, Type 2/epidemiology MH - Aged MH - Insulin Resistance MH - Obesity/epidemiology MH - Diet OTO - NOTNLM OT - Hypertension OT - Principal component analysis OT - SEM OT - T2DM EDAT- 2024/02/07 00:42 MHDA- 2024/04/28 08:11 CRDT- 2024/02/06 23:26 PHST- 2023/11/21 00:00 [received] PHST- 2024/01/08 00:00 [accepted] PHST- 2024/04/28 08:11 [medline] PHST- 2024/02/07 00:42 [pubmed] PHST- 2024/02/06 23:26 [entrez] AID - 10.1007/s00592-024-02236-x [pii] AID - 10.1007/s00592-024-02236-x [doi] PST - ppublish SO - Acta Diabetol. 2024 May;61(5):587-597. doi: 10.1007/s00592-024-02236-x. Epub 2024 Feb 6.