Abstract
Background
The independent and interactive associations of abdominal obesity and fatty acids with the risk of microvascular diseases (MVDs) are still unclear.
Methods
We conducted a prospective cohort study of 88,571 participants aged 40-69 years from the UK Biobank. Plasma fatty acids were quantified at baseline using high-throughput nuclear magnetic resonance spectroscopy and were analyzed in quartiles, with the lowest quartile of each fatty acid subtype as the reference. Cox regression models were employed to assess the associations between fatty acid levels and incident MVDs, with adjustment for relevant covariates.
Results
Over a median follow-up of 13.7 years, higher levels of total polyunsaturated fatty acids (PUFAs), n-3 PUFAs, and n-6 PUFAs are associated with a significantly lower risk of MVDs. The hazard ratios (HRs) for the highest versus lowest quartile (Q4 vs. Q1) are 0.81 (95% CI: 0.75-0.87), 0.89 (95% CI: 0.83-0.96), and 0.85 (95% CI: 0.79-0.91), respectively. Conversely, higher levels of saturated and monounsaturated fatty acids are associated with a higher risk of MVDs. Furthermore, an antagonistic additive interaction is observed between n-3 PUFAs and abdominal obesity (RERI: −0.14, 95% CI: −0.25- −0.03).
Conclusion
Higher plasma PUFAs are associated with a lower risk of MVDs. Furthermore, the association between n-3 PUFAs and a lower risk of MVDs is more pronounced among individuals with abdominal obesity. These findings contribute to the limited prospective evidence on the associations between plasma-specific fatty acids and MVDs.
Plain language summary
Microvascular diseases (like kidney or nerve issues from small blood vessel damage) are common, and obesity and fatty acids may affect their risks. We studied 88,571 people over 13.7 years to see how belly fat, also termed abdominal obesity (measured by the ratio of waist over hip circumference) and blood fatty acids relate to microvascular diseases risk. We found that higher levels of polyunsaturated fatty acids lowered microvascular diseases risk, while saturated and monounsaturated fatty acids raised it. For people with abdominal obesity, n-3 PUFAs were especially protective. These findings suggest that public health strategies should emphasize the intake of n-3 fatty acids and the management of belly fat, particularly for individuals at risk of microvascular diseases.
Similar content being viewed by others
Data availability
The UK Biobank data are protected by privacy regulations and governance policies. Access to the raw data requires an application submitted directly to the UK Biobank (www.ukbiobank.ac.uk). The datasets generated and/or analyzed during the current study are available from the corresponding author upon reasonable request. The source data for Fig. 1 are provided in Supplementary Table 4.
References
Liu, B. Y., Li, L., Cui, H. X., Zhao, Q. B. & Chen, S. F. Analysis of the global burden of CKD-T2DM in young and middle-aged adults in 204 countries and territories from 2000 to 2019: a systematic study of the global burden of disease in 2019. Diabetes Res. Clin. Pract. 217, 111884 (2024).
Hasankhani, M. B., Mirzaei, H. & Karamoozian, A. Global trend analysis of diabetes mellitus incidence, mortality, and mortality-to-incidence ratio from 1990 to 2019. Sci. Rep. 13, 21908 (2023).
Liu, Y. J. et al. Relationship of microvascular complications and healthy lifestyle with all-cause and cardiovascular mortality in women compared with men with type 2 diabetes. Clin. Nutr. 43, 1033–1040 (2024).
Bae, J. P., Nelson, D. R., Boye, K. S. & Mather, K. J. Prevalence of complications and comorbidities associated with obesity: a health insurance claims analysis. BMC Public Health 25, 273 (2025).
Li, J., Liu, W., Li, H., Ye, X. & Qin, J.-J. Changes of metabolic syndrome status alter the risks of cardiovascular diseases, stroke and all cause mortality. Sci. Rep. 15, 5448 (2025).
Streng, K. W. et al. Waist-to-hip ratio and mortality in heart failure. Eur. J. Heart Fail. 20, 1269–1277 (2018).
Carmienke, S. et al. General and abdominal obesity parameters and their combination in relation to mortality: a systematic review and meta-regression analysis. Eur. J. Clin. Nutr. 67, 573–585 (2013).
Guo, N. J. et al. Causal relationships of lifestyle behaviours and body fat distribution on diabetic microvascular complications: a Mendelian randomization study. Front. Genet. 15, 1381322 (2024).
Huang, Y. K. et al. Association of BMI and waist circumference with diabetic microvascular complications: a prospective cohort study from the UK Biobank and Mendelian randomization analysis. Diabetes Res. Clin. Pract. 205, 110975 (2023).
Chen, J. H. et al. Investigating the causal association of generalized and abdominal obesity with microvascular complications in patients with type 2 diabetes: a community-based prospective study. Diabetes Obes. Metab. 26, 2796–2810 (2024).
Zhong, P. et al. Normal-weight central obesity and risk of cardiovascular and microvascular events in adults with prediabetes or diabetes: Chinese and British cohorts. Diabetes Metab. Res. Rev. 39, e3707 (2023).
Man, R. E. et al. Differential association of generalized and abdominal obesity with diabetic retinopathy in asian patients with type 2 diabetes. JAMA Ophthalmol. 134, 251–257 (2016).
Lin, W. et al. Relationship between insulin-sensitive obesity and retinal microvascular abnormalities. Ann. Palliat. Med. 10, 1031–1041 (2021).
Shetty, S. S. & Kumari, S. Fatty acids and their role in type-2 diabetes (Review). Exp. Ther. Med. 22, 706 (2021).
Harris, K. et al. Plasma fatty acids and the risk of vascular disease and mortality outcomes in individuals with type 2 diabetes: results from the ADVANCE study. Diabetologia 63, 1637–1647 (2020).
Wang, Z. et al. Deciphering the role of oleic acid in diabetic retinopathy: an empirical analysis of monounsaturated fatty acids. Nutr. Metab. 21, 97 (2024).
Won, J. C. et al. gamma-Linolenic acid versus alpha-lipoic acid for treating painful diabetic neuropathy in adults: a 12-week, double-placebo, randomized, noninferiority trial. Diabetes Metab. J. 44, 542–554 (2020).
Li, J. S. et al. Association of n-6 PUFAs with the risk of diabetic retinopathy in diabetic patients. Endocr. Connect 9, 1191–1201 (2020).
Lin, S. P., Chen, C. M., Wang, K. L., Wu, K. L. & Li, S. C. Association of dietary fish and n-3 unsaturated fatty acid consumption with diabetic nephropathy from a district hospital in Northern Taiwan. Nutrients 14, 2148 (2022).
dos Santos, A. L. T. et al. Low linolenic and linoleic acid consumption are associated with chronic kidney disease in patients with type 2 diabetes. Plos ONE 13, e0195249 (2018).
Sudlow, C. et al. UK Biobank: an open access resource for identifying the causes of a wide range of complex diseases of middle and old age. PLoS Med. 12, e1001779 (2015).
World Health Organization: Waist Circumference and Waist-Hip Ratio: Report of a WHO Expert Consultation (2011).
Sanchez-Lastra, M. A. et al. Joint associations of device-measured physical activity and abdominal obesity with incident cardiovascular disease: a prospective cohort study. Brit. J. Sport Med. 58, 196–203 (2024).
Liu, Z. N., Huang, H. K., Xie, J. R., Xu, Y. Y. & Xu, C. F. Circulating fatty acids and risk of hepatocellular carcinoma and chronic liver disease mortality in the UK Biobank. Nat. Commun. 15, 3707 (2024).
Julkunen, H. et al. Atlas of plasma NMR biomarkers for health and disease in 118,461 individuals from the UK Biobank. Nat. Commun. 14, 604 (2023).
Liu, Z., Huang, H., Xie, J., Xu, Y. & Xu, C. Circulating fatty acids and risk of hepatocellular carcinoma and chronic liver disease mortality in the UK Biobank. Nat. Commun. 15, 3707 (2024).
Zhuang, P. et al. Circulating fatty acids, genetic risk, and incident coronary artery disease: a prospective, longitudinal cohort study. Sci. Adv. 9, eadf9037 (2023).
Sanchez-Lastra, M. A., Ding, D., Dalene, K. E., Ekelund, U. & Tarp, J. Physical activity and mortality across levels of adiposity: a prospective cohort study from the UK Biobank. Mayo Clin. Proc. 96, 105–119 (2021).
Liu, Y. J. et al. Microvascular burden and long-term risk of stroke and dementia in type 2 diabetes mellitus. J. Affect. Disord. 354, 68–74 (2024).
Levey, A. S. et al. A new equation to estimate glomerular filtration rate. Ann. Intern. Med. 150, 604–612 (2009).
Sanchez-Lastra, M. A. et al. Joint associations of device-measured physical activity and abdominal obesity with incident cardiovascular disease: a prospective cohort study. Br. J. Sports Med. 58, 196–203 (2024).
Eastwood, S. V. et al. Algorithms for the capture and adjudication of prevalent and incident diabetes in UK Biobank. PLoS ONE 11, e0162388 (2016).
VanderWeele, T. J. & Knol, M. J. A tutorial on interaction. Epidemiol. Methods 3, 33–72 (2014).
Liu, B. Y. et al. Polyunsaturated fatty acids and diabetic microvascular complications: a Mendelian randomization study. Front. Endocrinol. 15, 1406382 (2024).
Tian, S. F. et al. Fish oil, plasma n-3 PUFAs, and risk of macro- and microvascular complications among individuals with type 2 diabetes. J. Clin. Endocr. Metab. 110, e1687–e1696 (2024).
Sasaki, M. et al. Associations between fatty acid intake and diabetic retinopathy in a Japanese population. Sci. Rep. 13, 12903 (2023).
Sasaki, M. et al. The associations of dietary intake of polyunsaturated fatty acids with diabetic retinopathy in well-controlled diabetes. Investig. Ophthalmol. Vis. Sci. 56, 7473–7479 (2015).
Li, Y. W. et al. Diabetic vascular diseases: molecular mechanisms and therapeutic strategies. Signal Transduct. Tar. Ther. 8, 152 (2023).
Rao, H. S., Jalali, J. A., Johnston, T. P. & Koulen, P. Emerging roles of dyslipidemia and hyperglycemia in diabetic retinopathy: molecular mechanisms and clinical perspectives. Front. Endocrinol. 12, 620045 (2021).
Estruch, R. et al. Primary prevention of cardiovascular disease with a Mediterranean diet supplemented with extra-virgin olive oil or nuts. N. Engl. J. Med. 378, e34 (2018).
Guasch-Ferré, M. et al. Dietary fat intake and risk of cardiovascular disease and all-cause mortality in a population at high risk of cardiovascular disease. Am. J. Clin. Nutr. 102, 1563–1573 (2015).
Elbarbary, N. S., Ismail, E. A. R. & Mohamed, S. A. Omega-3 fatty acids supplementation improves early-stage diabetic nephropathy and subclinical atherosclerosis in pediatric patients with type 1 diabetes: a randomized controlled trial. Clin. Nutr. 42, 2372–2380 (2023).
Rumora, A. E., Kim, B. & Feldman, E. L. A role for fatty acids in peripheral neuropathy associated with type 2 diabetes and prediabetes. Antioxid. Redox Sign. 37, 560–577 (2022).
Ong, K. L. et al. Association of omega 3 polyunsaturated fatty acids with incident chronic kidney disease: pooled analysis of 19 cohorts. BMJ 380, e072909 (2023).
de Boer, I. H. et al. Effect of vitamin D and omega-3 fatty acid supplementation on kidney function in patients with type 2 diabetes: a randomized clinical trial. JAMA 322, 1899–1909 (2019).
Nakamura, N. et al. Dietary intake of polyunsaturated fatty acids and diabetic nephropathy: cohort analysis of the tsugaru study. In Vivo 37, 1890–1893 (2023).
Fassett, R. G., Gobe, G. C., Peake, J. M. & Coombes, J. S. Omega-3 polyunsaturated fatty acids in the treatment of kidney disease. Am. J. Kidney Dis. 56, 728–742 (2010).
Hariharan, R. et al. The dietary inflammatory index, obesity, type 2 diabetes, and cardiovascular risk factors and diseases. Obes. Rev. 23, e13349 (2022).
Wei, S. G., Yu, Y., Zhang, Z. H. & Felder, R. B. Proinflammatory cytokines upregulate sympathoexcitatory mechanisms in the subfornical organ of the rat. Hypertension 65, 1126–1133 (2015).
Kalupahana, N. S., Claycombe, K. J. & Moustaid-Moussa, N. n-3 Fatty acids alleviate adipose tissue inflammation and insulin resistance: mechanistic insights. Adv. Nutr. 2, 304–316 (2011).
Djuricic, I. & Calder, P. C. Beneficial outcomes of omega-6 and omega-3 polyunsaturated fatty acids on human health: an update for 2021. Nutrients 13, 2421 (2021).
Shahidi, F. & Ambigaipalan, P. Omega-3 Polyunsaturated Fatty Acids and Their Health Benefits. Annu. Rev. Food Sci. Technol. 9, 345–381 (2018).
Donate-Correa, J. et al. Inflammatory targets in diabetic nephropathy. J. Clin. Med. 9, 458 (2020).
Yang, J. & Liu, Z. S. Mechanistic pathogenesis of endothelial dysfunction in diabetic nephropathy and retinopathy. Front. Endocrinol. 13, 816400 (2022).
Zhang, M. J. & Spite, M. Resolvins: Anti-inflammatory and proresolving mediators derived from omega-3 polyunsaturated fatty acids. Annu. Rev. Nutr. 32, 203–228 (2012).
Serhan, C. N. Pro-resolving lipid mediators are leads for resolution physiology. Nature 510, 92–101 (2014).
Serra-Majem, L., Nissensohn, M., Overby, N. C. & Fekete, K. Dietary methods and biomarkers of omega 3 fatty acids: a systematic review. Brit. J. Nutr. 107, S64–S76 (2012).
Marangoni, F. & Poli, A. n-3 fatty acids: functional differences between food intake, oral supplementation and drug treatments. Int. J. Cardiol. 170, S12–S15 (2013).
Annevelink, C. E., Sapp, P. A., Petersen, K. S., Shearer, G. C. & Kris-Etherton, P. M. Diet-derived and diet-related endogenously produced palmitic acid: effects on metabolic regulation and cardiovascular disease risk. J. Clin. Lipidol. 17, 577–586 (2023).
Yu, E. A., Hu, P. J. & Mehta, S. Plasma fatty acids in de novo lipogenesis pathway are associated with diabetogenic indicators among adults: NHANES 2003-2004. Am. J. Clin. Nutr. 108, 622–632 (2018).
Acknowledgements
The authors thank all the participants and professionals contributing to the UK Biobank. This work was supported by the National Natural Science Foundation of China (Grant Nos. 82173519, 82473721, and 81500330) as well as the National Key R&D Program of China (Grant No. 2022YFC2503605).
Author information
Authors and Affiliations
Contributions
Ruidie Shi and Lan Yu contributed equally to this work, wrote the manuscript and researched the data. Ruidie Shi, Lan Yu, Shengnan Liu, and Guangbin Sun were involved in data management and analysis. Dongfang Zhang, Xinyue Li, Qiang Zhang, Xiaolong Xing, Xumei Zhang, and Xueli Yang provided expert knowledge on microvascular diseases and methodology. All authors edited, reviewed, and approved the final version of the manuscript. Xueli Yang is the guarantor of this work and, as such, had full access to all the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis.
Corresponding authors
Ethics declarations
Competing interests
The authors declare no competing interests.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, 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 you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. 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-nc-nd/4.0/.
About this article
Cite this article
Shi, R., Yu, L., Liu, S. et al. Associations of abdominal obesity and plasma fatty acids with microvascular diseases. Commun Med (2026). https://doi.org/10.1038/s43856-025-01333-4
Received:
Accepted:
Published:
DOI: https://doi.org/10.1038/s43856-025-01333-4


