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Copyright (c) 2026 Abdulrahman Abdulmohsen M Alsultan, Afnan Mohammed Kulib Hadi, Hessa Mohammed Kulib Hadi, Mohammed Khashman Almutairi, Amal Ali Shar, Salma Ibrahim Aldabaan, Essam Ragab Ahmed Mohamed, Arwah Abdu Ahmed Haissi, Hajar Ali Eissa Jobahi, Ahmed Abdullah Faris Alotaibi, Manal Almalhem

This work is licensed under a Creative Commons Attribution 4.0 International License.
Diabetes Complications: An Updated Review for Dentist, Optometrist, Radiologists, Nursing, Laboratory Professionals, and Other Healthcare Professionals.
Corresponding Author(s) : Abdulrahman Abdulmohsen M Alsultan
Saudi Journal of Medicine and Public Health,
Vol. 3 No. 1 (2026)
Abstract
Background: Diabetes mellitus is a chronic metabolic disorder characterized by persistent hyperglycemia and progressive multi-organ injury affecting vascular, neural, renal, and retinal systems. The global burden continues to rise rapidly, creating substantial clinical and economic challenges. Diabetic complications arise from interconnected macrovascular and microvascular dysfunction driven by metabolic, inflammatory, and epigenetic mechanisms.
Aim: This review aims to synthesize current evidence on the molecular mechanisms, organ crosstalk, and clinical manifestations of diabetes-related complications, with emphasis on renal, cardiovascular, neurological, and retinal involvement. It also highlights emerging therapeutic strategies relevant to multidisciplinary healthcare professionals.
Methods: A narrative review approach was used, integrating findings from recent experimental studies, clinical investigations, single-cell RNA sequencing, and multiomics analyses. Evidence was critically examined to map shared pathogenic pathways across diabetic complications.
Results: Diabetic complications are mediated by hyperglycemia-induced oxidative stress, mitochondrial dysfunction, endoplasmic reticulum stress, chronic inflammation, and accumulation of advanced glycation end products. These processes disrupt endothelial function and activate inflammatory cascades such as NF-κB and NLRP3 inflammasome signaling. Organ-specific manifestations include diabetic kidney disease with podocyte loss and fibrosis, cardiovascular disease driven by endothelial-to-mesenchymal transition and atherosclerosis, neurodegeneration linked to blood–brain barrier dysfunction and mitochondrial injury, and diabetic retinopathy characterized by retinal vascular damage, ferroptosis, and pathological angiogenesis. Metabolic memory and epigenetic modifications sustain disease progression even after glycemic control.
Conclusion: Diabetic complications represent a unified systemic disorder rather than isolated organ diseases. Integrated molecular pathways drive progressive multi-organ dysfunction, supporting the need for early intervention and multi-target therapeutic strategies.
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- 1. American Diabetes, A. Diagnosis and classification of diabetes mellitus. Diabetes Care 34, S62–S69 (2011).
- 2. Collaboration, N. C. D. R. F. Worldwide trends in diabetes prevalence and treatment from 1990 to 2022: a pooled analysis of 1108 population-representative studies with 141 million participants. Lancet 404, 2077–2093 (2024).
- 3. Collaborators, G. B. D. D. Global, regional, and national burden of diabetes from 1990 to 2021, with projections of prevalence to 2050: a systematic analysis for the Global Burden of Disease Study 2021. Lancet 402, 203–234 (2023).
- 4. Chan, J. C. N. et al. The Lancet Commission on diabetes: using data to transform diabetes care and patient lives. Lancet 396, 2019–2082 (2021).
- 5. Zhang, X., Zhang, J., Ren, Y., Sun, R. & Zhai, X. Unveiling the pathogenesis and therapeutic approaches for diabetic nephropathy: insights from panvascular diseases. Front Endocrinol.15, 1368481 (2024).
- 6. Yu, M. G. et al. Protective factors and the pathogenesis of complications in diabetes. Endocr. Rev. 45, 227–252 (2024).
- 7. Jia, W. et al. Standards of medical care for type 2 diabetes in China 2019. Diabetes Metab. Res Rev. 35, e3158 (2019).
- 8. American Diabetes Association Professional Practice Diagnosis and classification of diabetes: standards of care in diabetes-2024. Diabetes Care 47, S20–S42 (2024).
- 9. Cole, J. B. & Florez, J. C. Genetics of diabetes mellitus and diabetes complications. Nat. Rev. Nephrol. 16, 377–390 (2020).
- 10. Abel, E. D. et al. Diabetes mellitus-Progress and opportunities in the evolving epidemic. Cell 187, 3789–3820 (2024).
- 11. Hsu, P. D., Lander, E. S. & Zhang, F. Development and applications of CRISPR-Cas9 for genome engineering. Cell 157, 1262–1278 (2014).
- 12. Gerace, D. et al. CRISPR-targeted genome editing of mesenchymal stem cell-derived therapies for type 1 diabetes: a path to clinical success?. Stem Cell Res Ther. 8, 62 (2017).
- 13. El Nahas, R., Al-Aghbar, M. A., Herrero, L., van Panhuys, N. & Espino-Guarch, M. Applications of genome-editing technologies for type 1 diabetes. Int. J. Mol. Sci. 25, (2023).
- 14. Xu, Y. et al. LINC MIR503HG Controls SC-beta Cell differentiation and insulin production by targeting CDH1 and HES1. Adv. Sci. 11, e2305631 (2024).
- 15. Ma, Q. et al. ZnT8 loss-of-function accelerates functional maturation of hESC-derived beta cells and resists metabolic stress in diabetes. Nat. Commun. 13, 4142 (2022).
- 16. Defronzo, R. A. Banting Lecture. From the triumvirate to the ominous octet: a new paradigm for the treatment of type 2 diabetes mellitus. Diabetes 58, 773–795 (2009).
- 17. Forbes, J. M. & Cooper, M. E. Mechanisms of diabetic complications. Physiol. Rev. 93, 137–188 (2013).
- 18. Yazdani, S. et al. Dynamic glucose uptake, storage, and release by human microvascular endothelial cells. Mol. Biol. Cell 33, ar106 (2022).
- 19. Zhang, Z. Y. et al. Molecular mechanisms of glucose fluctuations on diabetic complications. Front Endocrinol.10, 640 (2019).
- 20. Srivastava, S. P. et al. Endothelial SIRT3 regulates myofibroblast metabolic shifts in diabetic kidneys. iScience 24, 102390 (2021).
- 21. Hou, Y. et al. Mitochondrial oxidative damage reprograms lipid metabolism of renal tubular epithelial cells in the diabetic kidney. Cell Mol. Life Sci. 81, 23 (2024).
- 22. Liao, Y. L., Fang, Y. F., Sun, J. X. & Dou, G. R. Senescent endothelial cells: a potential target for diabetic retinopathy. Angiogenesis 27, 663–679 (2024).
- 23. Liu, Y. et al. Mitochondria-associated endoplasmic reticulum membrane (MAM): a dark horse for diabetic cardiomyopathy treatment. Cell Death Discov. 10, 148 (2024).
- 24. Zhang, Y. et al. Synergistic mechanism between the endoplasmic reticulum and mitochondria and their crosstalk with other organelles. Cell Death Discov. 9, 51 (2023).
- 25. Zhao, W. B. & Sheng, R. The correlation between mitochondria-associated endoplasmic reticulum membranes (MAMs) and Ca(2+) transport in the pathogenesis of diseases. Acta Pharm. Sin. 46, 271–291 (2025).
- 26. Kelley, N., Jeltema, D., Duan, Y. & He, Y. The NLRP3 inflammasome: an overview of mechanisms of activation and regulation. Int. J. Mol. Sci. 20, 3328 (2019).
- 27. Tai, G. J. et al. NLRP3 inflammasome-mediated premature immunosenescence drives diabetic vascular aging dependent on the induction of perivascular adipose tissue dysfunction. Cardiovasc Res 121, 77–96 (2025).
- 28. Wu, M. et al. Inhibition of NLRP3 inflammasome ameliorates podocyte damage by suppressing lipid accumulation in diabetic nephropathy. Metabolism 118, 154748 (2021).
- 29. Lv, D. et al. Targeting phenylpyruvate restrains excessive NLRP3 inflammasome activation and pathological inflammation in diabetic wound healing. Cell Rep. Med 4, 101129 (2023).
- 30. Li, C. et al. Macrophage M1 regulatory diabetic nephropathy is mediated by m6A methylation modification of lncRNA expression. Mol. Immunol. 144, 16–25 (2022).
- 31. Schiffrin, E. L. & Pollock, D. M. Endothelin system in hypertension and chronic kidney disease. Hypertension 81, 691–701 (2024).
- 32. Davenport, A. P. et al. Endothelin. Pharm. Rev. 68, 357–418 (2016).
- 33. van Raalte, D. H. et al. Combination therapy for kidney disease in people with diabetes mellitus. Nat. Rev. Nephrol. 20, 433–446 (2024).
- 34. Bonner, R., Albajrami, O., Hudspeth, J. & Upadhyay, A. Diabetic kidney disease. Prim. Care 47, 645–659 (2020).
- 35. Cortinovis, M., Perico, N., Ruggenenti, P., Remuzzi, A. & Remuzzi, G. Glomerular hyperfiltration. Nat. Rev. Nephrol. 18, 435–451 (2022).
- 36. Vallon, V. & Thomson, S. C. The tubular hypothesis of nephron filtration and diabetic kidney disease. Nat. Rev. Nephrol. 16, 317–336 (2020).
- 37. Stefansson, V. T. N. et al. Molecular programs associated with glomerular hyperfiltration in early diabetic kidney disease. Kidney Int. 102, 1345–1358 (2022).
- 38. Yao, X. et al. Klotho Ameliorates Podocyte Injury through Targeting TRPC6 Channel in Diabetic Nephropathy. J. Diabetes Res. 2022, 1329380 (2022).
- 39. Qi, C. et al. Increased dishevelled associated activator of morphogenesis 2, a new podocyte-associated protein, in diabetic nephropathy. Nephrol. Dial. Transpl. 36, 1006–1016 (2021).
- 40. Akhtar, M., Taha, N. M., Nauman, A., Mujeeb, I. B. & Al-Nabet, A. Diabetic kidney disease: past and present. Adv. Anat. Pathol. 27, 87–97 (2020).
- 41. Susztak, K., Raff, A. C., Schiffer, M. & Bottinger, E. P. Glucose-induced reactive oxygen species cause apoptosis of podocytes and podocyte depletion at the onset of diabetic nephropathy. Diabetes 55, 225–233 (2006).
- 42. Ducasa, G. M. et al. ATP-binding cassette A1 deficiency causes cardiolipin-driven mitochondrial dysfunction in podocytes. J. Clin. Invest 129, 3387–3400 (2019).
- 43. Zhang, J. et al. ABCA1 deficiency-mediated glomerular cholesterol accumulation exacerbates glomerular endothelial injury and dysfunction in diabetic kidney disease. Metabolism 139, 155377 (2023).
- 44. Mohandes, S. et al. Molecular pathways that drive diabetic kidney disease. J. Clin. Investig. 133, e165654 (2023).
- 45. Wei, Y. et al. To target cellular senescence in diabetic kidney disease: the known and the unknown. Clin. Sci.138, 991–1007 (2024).
- 46. Liang, D. et al. Metformin improves the senescence of renal tubular epithelial cells in a high-glucose state through E2F1. Front Pharm. 13, 926211 (2022).
- 47. Eleftheriadis, T. et al. Dapagliflozin prevents high-glucose-induced cellular senescence in renal tubular epithelial cells. Int. J. Mol. Sci. 23, 16107 (2022).
- 48. Nian, S. et al. The inhibitory effects of Dulaglutide on cellular senescence against high glucose in human retinal endothelial cells. Hum. Cell 35, 995–1004 (2022).
- 49. Sugita, E., Hayashi, K., Hishikawa, A. & Itoh, H. Epigenetic alterations in podocytes in diabetic nephropathy. Front Pharm. 12, 759299 (2021).
- 50. Fu, J., Lee, K., Chuang, P. Y., Liu, Z. & He, J. C. Glomerular endothelial cell injury and cross talk in diabetic kidney disease. Am. J. Physiol. Ren. Physiol. 308, F287–F297 (2015).
- 51. Tanabe, K., Wada, J. & Sato, Y. Targeting angiogenesis and lymphangiogenesis in kidney disease. Nat. Rev. Nephrol. 16, 289–303 (2020).
- 52. Schwager, S. & Detmar, M. Inflammation and Lymphatic Function. Front Immunol. 10, 308 (2019).
- 53. Sandholm, N. et al. Genome-wide meta-analysis and omics integration identifies novel genes associated with diabetic kidney disease. Diabetologia 65, 1495–1509 (2022).
- 54. Yao, L. et al. Mitochondrial dysfunction in diabetic tubulopathy. Metabolism 131, 155195 (2022).
- 55. Kanbay, M. et al. Proximal tubule hypertrophy and hyperfunction: a novel pathophysiological feature in disease states. Clin. Kidney J. 17, sfae195 (2024).
- 56. Juszczak, F., Caron, N., Mathew, A. V. & Decleves, A. E. Critical role for AMPK in metabolic disease-induced chronic kidney disease. Int. J. Mol. Sci. 21, 7994 (2020).
- 57. Hong, Q. et al. Modulation of transforming growth factor-beta-induced kidney fibrosis by leucine-rich α-2 glycoprotein-1. Kidney Int 101, 299–314 (2022).
- 58. Tang, S. C. W. & Yiu, W. H. Innate immunity in diabetic kidney disease. Nat. Rev. Nephrol. 16, 206–222 (2020).
- 59. Yang, M. & Zhang, C. The role of innate immunity in diabetic nephropathy and their therapeutic consequences. J. Pharm. Anal. 14, 39–51 (2024).
- 60. Braga, T. T. et al. MyD88 signaling pathway is involved in renal fibrosis by favoring a TH2 immune response and activating alternative M2 macrophages. Mol. Med 18, 1231–1239 (2012).
- 61. Sierra-Mondragon, E. et al. All-trans retinoic acid ameliorates inflammatory response mediated by TLR4/NF-kappaB during initiation of diabetic nephropathy. J. Nutr. Biochem 60, 47–60 (2018).
- 62. Zhao, W. et al. Metabolic Dysfunction in the Regulation of the NLRP3 Inflammasome Activation: A Potential Target for Diabetic Nephropathy. J. Diabetes Res 2022, 2193768 (2022).
- 63. Lu, Q. et al. Complement factor B in high glucose-induced podocyte injury and diabetic kidney disease. JCI Insight. 6, e147716 (2021).
- 64. Duan, S. et al. Association of glomerular complement C4c deposition with the progression of diabetic kidney disease in patients with type 2 diabetes. Front. Immunol. 11, 2073 (2020).
- 65. Sircar, M. et al. Complement 7 is up-regulated in human early diabetic kidney disease. Am. J. Pathol. 188, 2147–2154 (2018).
- 66. Trambas, I. A., Coughlan, M. T. & Tan, S. M. Therapeutic potential of targeting complement C5a receptors in diabetic kidney disease. Int. J. Mol. Sci. 24, 8758 (2023).
- 67. Satoskar, A. A. et al. Characterization of glomerular diseases using proteomic analysis of laser capture microdissected glomeruli. Mod. Pathol. 25, 709–721 (2012).
- 68. Li, L. et al. C3a and C5a receptor antagonists ameliorate endothelial-myofibroblast transition via the Wnt/beta-catenin signaling pathway in diabetic kidney disease. Metabolism 64, 597–610 (2015).
- 69. Xu, Z., Tao, L. & Su, H. The complement system in metabolic-associated kidney
- 70. Flyvbjerg, A. The role of the complement system in diabetic nephropathy. Nat. Rev. Nephrol. 13, 311–318 (2017).
- 71. Rayego-Mateos, S. et al. Targeting inflammation to treat diabetic kidney disease: the road to 2030. Kidney Int. 103, 282–296 (2023).
- 72. Yang, T. et al. An update on chronic complications of diabetes mellitus: from molecular mechanisms to therapeutic strategies with a focus on metabolic memory. Mol. Med. 30, 71 (2024).
- 73. Kato, M. & Natarajan, R. Epigenetics and epigenomics in diabetic kidney disease and metabolic memory. Nat. Rev. Nephrol. 15, 327–345 (2019).
- 74. Yoshimoto, N. et al. Significance of podocyte DNA damage and glomerular DNA methylation in CKD patients with proteinuria. Hypertens. Res. 46, 1000–1008 (2023).
- 75. Gu, X. et al. N6-methyladenosine demethylase FTO promotes M1 and M2 macrophage activation. Cell Signal 69, 109553 (2020).
- 76. Ma, C. X. et al. Cardiovascular disease in type 2 diabetes mellitus: progress toward personalized management. Cardiovasc. Diabetol. 21, 74 (2022).
- 77. Kozakova, M., Morizzo, C., Fraser, A. G. & Palombo, C. Impact of glycemic control on aortic stiffness, left ventricular mass and diastolic longitudinal function in type 2 diabetes mellitus. Cardiovasc. Diabetol. 16, 78 (2017).
- 78. Medina-Leyte, D. J. et al. Endothelial dysfunction, inflammation and coronary artery disease: potential biomarkers and promising therapeutical approaches. Int. J. Mol. Sci. 22, 3850 (2021).
- 79. Saenz-Medina, J. et al. Endothelial dysfunction: an intermediate clinical feature between urolithiasis and cardiovascular diseases. Int. J. Mol. Sci. 23, 912 (2022).
- 80. Montanaro, R. et al. Hydrogen sulfide donor AP123 restores endothelial nitric oxide-dependent vascular function in hyperglycemia via a CREB-dependent pathway. Redox Biol. 62, 102657 (2023).
- 81. Zhang, X. et al. Ion channel Piezo1 activation aggravates the endothelial dysfunction under a high glucose environment. Cardiovasc. Diabetol. 23, 150 (2024).
- 82. Yao, Y. et al. Endothelial cell metabolic memory causes cardiovascular dysfunction in diabetes. Cardiovasc. Res. 118, 196–211 (2022).
- 83. Huang, Q. et al. Uncovering endothelial to mesenchymal transition drivers in atherosclerosis via multi-omics analysis. BMC Cardiovasc. Disord. 25, 104 (2025).
- 84. Zhao, G. et al. Endothelial KLF11 is a novel protector against diabetic atherosclerosis. Cardiovasc. Diabetol. 23, 381 (2024).
- 85. Liu, L. et al. Bone marrow mesenchymal stem cell-derived extracellular vesicles alleviate diabetes-exacerbated atherosclerosis via AMPK/mTOR pathway-mediated autophagy-related macrophage polarization. Cardiovasc. Diabetol. 24, 48 (2025).
- 86. Bai, X. et al. CAV1-CAVIN1-LC3B-mediated autophagy regulates high glucose-stimulated LDL transcytosis. Autophagy 16, 1111–1129 (2020).
- 87. Zhang, Z. et al. USF1 transcriptionally activates USP14 to drive atherosclerosis by promoting EndMT through NLRC5/Smad2/3 axis. Mol. Med. 30, 32 (2024).
- 88. Cheng, C. K. et al. SOX4 is a novel phenotypic regulator of endothelial cells in atherosclerosis revealed by single-cell analysis. J. Adv. Res 43, 187–203 (2023).
- 89. Supinski, G. S., Schroder, E. A. & Callahan, L. A. Mitochondria and critical illness. Chest 157, 310–322 (2020).
- 90. Zhang, Y. et al. Liraglutide prevents high glucose induced HUVECs dysfunction via inhibition of PINK1/Parkin-dependent mitophagy. Mol. Cell Endocrinol. 545, 111560 (2022).
- 91. Heather, L. C., Gopal, K., Srnic, N. & Ussher, J. R. Redefining diabetic cardiomyopathy: perturbations in substrate metabolism at the heart of its pathology. Diabetes 73, 659–670 (2024).
- 92. Zhang, Y., Zhang, Z., Tu, C., Chen, X. & He, R. Advanced glycation end products in disease development and potential interventions. Antioxidants14, 492 (2025).
- 93. Bansal, S., Burman, A. & Tripathi, A. K. Advanced glycation end products: key mediator and therapeutic target of cardiovascular complications in diabetes. World J. Diabetes 14, 1146–1162 (2023).
- 94. Souders, C. A., Bowers, S. L. & Baudino, T. A. Cardiac fibroblast: the renaissance cell. Circ. Res 105, 1164–1176 (2009).
- 95. Ndumele, C. E. et al. A synopsis of the evidence for the science and clinical management of cardiovascular-kidney-metabolic (CKM) syndrome: a scientific statement from the American Heart Association. Circulation 148, 1636–1664 (2023).
- 96. Meng, L. et al. METTL14 suppresses pyroptosis and diabetic cardiomyopathy by downregulating TINCR lncRNA. Cell Death Dis. 13, 38 (2022).
- 97. Maisch, B., Alter, P. & Pankuweit, S. Diabetic cardiomyopathy–fact or fiction?. Herz 36, 102–115 (2011).
- 98. Falcao-Pires, I. & Leite-Moreira, A. F. Diabetic cardiomyopathy: understanding the molecular and cellular basis to progress in diagnosis and treatment. Heart Fail. Rev. 17, 325–344 (2012).
- 99. Sun, Q., Karwi, Q. G., Wong, N. & Lopaschuk, G. D. Advances in myocardial energy metabolism: metabolic remodelling in heart failure and beyond. Cardiovasc. Res. 120, 1996–2016 (2024).
- 100. McDonagh, T. A. et al. 2021 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure. Eur. Heart J. 42, 3599–3726 (2021).
- 101. Gladden, J. D., Chaanine, A. H. & Redfield, M. M. Heart failure with preserved ejection fraction. Annu. Rev. Med. 69, 65–79 (2018).
- 102. Dia, M. et al. Effect of metformin on T2D-induced MAM Ca(2+) uncoupling and contractile dysfunction in an early mouse model of diabetic HFpEF. Int. J. Mol. Sci. 23, 3569 (2022).
- 103. Lazo, M. et al. Soluble receptor for advanced glycation end products and the risk for incident heart failure: the atherosclerosis risk in communities study. Am. Heart J. 170, 961–967 (2015).
- 104. Ren, J., Wu, N. N., Wang, S., Sowers, J. R. & Zhang, Y. Obesity cardiomyopathy: evidence, mechanisms, and therapeutic implications. Physiol. Rev. 101, 1745–1807 (2021).
- 105. Nagayach, A. et al. Advancing the understanding of diabetic encephalopathy through unravelling pathogenesis and exploring future treatment perspectives. Ageing Res. Rev. 100, 102450 (2024).
- 106. Nie, S. D. et al. High glucose forces a positive feedback loop connecting ErbB4 expression and mTOR/S6K pathway to aggravate the formation of tau hyperphosphorylation in differentiated SH-SY5Y cells. Neurobiol. Aging 67, 171–180 (2018).
- 107. Yang, Y. et al. The imbalance of PGD2-DPs pathway is involved in the type 2 diabetes brain injury by regulating autophagy. Int. J. Biol. Sci. 17, 3993–4004 (2021).
- 108. Taile, J., Arcambal, A., Clerc, P., Gauvin-Bialecki, A. & Gonthier, M. P. Medicinal plant polyphenols attenuate oxidative stress and improve inflammatory and vasoactive markers in cerebral endothelial cells during hyperglycemic condition. Antioxidants9, 573 (2020).
- 109. Lee, K. S. et al. Hyperglycemia enhances brain susceptibility to lipopolysaccharide-induced neuroinflammation via astrocyte reprogramming. J. Neuroinflamm. 21, 137 (2024).
- 110. Ge, X. et al. Electroacupuncture improves cognitive impairment in diabetic cognitive dysfunction rats by regulating the mitochondrial autophagy pathway. J. Physiol. Sci. 72, 29 (2022).
- 111. Zhao, H. et al. Hydrogen sulfide plays an important role by regulating endoplasmic reticulum stress in diabetes-related diseases. Int. J. Mol. Sci. 23, 7170 (2022).
- 112. Sousa, L., Oliveira, M. M., Pessoa, M. T. C. & Barbosa, L. A. Iron overload: effects on cellular biochemistry. Clin. Chim. Acta 504, 180–189 (2020).
- 113. Swain, S. K., Chandra Dash, U. & Sahoo, A. K. Hydrolea zeylanica improves cognitive impairment in high-fat diet fed-streptozotocin-induced diabetic encephalopathy in rats via regulating oxidative stress, neuroinflammation, and neurotransmission in brain. Heliyon 8, e11301 (2022).
- 114. Golledge, J. Update on the pathophysiology and medical treatment of peripheral artery disease. Nat. Rev. Cardiol. 19, 456–474 (2022).
- 115. Jude, E. B., Oyibo, S. O., Chalmers, N. & Boulton, A. J. Peripheral arterial disease in diabetic and nondiabetic patients: a comparison of severity and outcome. Diabetes Care 24, 1433–1437 (2001).
- 116. Mozes, G. et al. Atherosclerosis in amputated legs of patients with and without diabetes mellitus. Int. Angiol. 17, 282–286 (1998).
- 117. Nikolajevic, J. & Sabovic, M. Inflammatory, metabolic, and coagulation effects on medial arterial calcification in patients with peripheral arterial disease. Int. J. Mol. Sci. 24, 3132 (2023).
- 118. Zayed, M. G. et al. Diabetic retinopathy and quality of life: a systematic review and meta-analysis. JAMA Ophthalmol. 142, 199–207 (2024).
- 119. Ling, F., Zhang, C., Zhao, X., Xin, X. & Zhao, S. Identification of key genes modules linking diabetic retinopathy and circadian rhythm. Front. Immunol. 14, 1260350 (2023).
- 120. Wong, T. Y., Cheung, C. M., Larsen, M., Sharma, S. & Simo, R. Diabetic retinopathy. Nat. Rev. Dis. Prim. 2, 16012 (2016).
- 121. Hassan, J. W. & Bhatwadekar, A. D. Senolytics in the treatment of diabetic retinopathy. Front. Pharm. 13, 896907 (2022).
- 122. Han, X. Y. et al. Targeting endothelial glycolytic reprogramming by tsRNA-1599 for ocular anti-angiogenesis therapy. Theranostics 14, 3509–3525 (2024).
- 123. Yu, F. et al. Dynamic O-GlcNAcylation coordinates ferritinophagy and mitophagy to activate ferroptosis. Cell Discov. 8, 40 (2022).
- 124. Zhang, J., Qiu, Q., Wang, H., Chen, C. & Luo, D. TRIM46 contributes to high glucose-induced ferroptosis and cell growth inhibition in human retinal capillary endothelial cells by facilitating GPX4 ubiquitination. Exp. Cell Res. 407, 112800 (2021).
- 125. Gu, C. et al. miR-590-3p inhibits pyroptosis in diabetic retinopathy by targeting NLRP1 and inactivating the NOX4 signaling pathway. Investig. Ophthalmol. Vis. Sci. 60, 4215–4223 (2019).
- 126. Wang, Q. et al. Poly (ADP-ribose) polymerase 1 mediated arginase II activation is responsible for oxidized LDL-induced endothelial dysfunction. Front Pharm. 9, 882 (2018).
- 127. Oshitari, T. Neurovascular cell death and therapeutic strategies for diabetic retinopathy. Int. J. Mol. Sci. 24, 12919 (2023).
- 128. Li, L. et al. Ferroptosis: new insight into the mechanisms of diabetic nephropathy and retinopathy. Front Endocrinol. (Lausanne) 14, 1215292 (2023).
- 129. Wolf, J. et al. Liquid-biopsy proteomics combined with AI identifies cellular drivers of eye aging and disease in vivo. Cell 186, 4868–4884.e4812 (2023).
- 130. Yao, Y. et al. Macrophage/microglia polarization for the treatment of diabetic retinopathy. Front Endocrinology14, 1276225 (2023).
- 131. Lv, K. et al. Integrated multi-omics reveals the activated retinal microglia with intracellular metabolic reprogramming contributes to inflammation in STZ-induced early diabetic retinopathy. Front. Immunol. 13, 942768 (2022).
- 132. Ben, S. et al. Microglia-endothelial cross-talk regulates diabetes-induced retinal vascular dysfunction through remodeling inflammatory microenvironment. iScience 27, 109145 (2024).
- 133. Xu, Y. et al. Single-cell transcriptomes reveal a molecular link between diabetic kidney and retinal lesions. Commun. Biol. 6, 912 (2023).
- 134. He, C. et al. A specific RIP3(+) subpopulation of microglia promotes retinopathy through a hypoxia-triggered necroptotic mechanism. Proc. Natl Acad. Sci. USA 118, e2023290118 (2021).
- 135. Binet, F. et al. Neutrophil extracellular traps target senescent vasculature for tissue remodeling in retinopathy. Science 369, eaay5356 (2020).
- 136. Zhang, X., Zhang, F. & Xu, X. Single-cell RNA sequencing in exploring the pathogenesis of diabetic retinopathy. Clin. Transl. Med. 14, e1751 (2024).
- 137. Van Hove, I. et al. Single-cell transcriptome analysis of the Akimba mouse retina reveals cell-type-specific insights into the pathobiology of diabetic retinopathy. Diabetologia 63, 2235–2248 (2020).
- 138. Zhang, X. et al. Association of plasma osteopontin with diabetic retinopathy in Asians with type 2 diabetes. Mol. Vis. 24, 165–173 (2018).
- 139. Bai, C. W. et al. G protein subunit alpha i2 pivotal role in angiogenesis. Theranostics 14, 2190–2209 (2024).
References
1. American Diabetes, A. Diagnosis and classification of diabetes mellitus. Diabetes Care 34, S62–S69 (2011).
2. Collaboration, N. C. D. R. F. Worldwide trends in diabetes prevalence and treatment from 1990 to 2022: a pooled analysis of 1108 population-representative studies with 141 million participants. Lancet 404, 2077–2093 (2024).
3. Collaborators, G. B. D. D. Global, regional, and national burden of diabetes from 1990 to 2021, with projections of prevalence to 2050: a systematic analysis for the Global Burden of Disease Study 2021. Lancet 402, 203–234 (2023).
4. Chan, J. C. N. et al. The Lancet Commission on diabetes: using data to transform diabetes care and patient lives. Lancet 396, 2019–2082 (2021).
5. Zhang, X., Zhang, J., Ren, Y., Sun, R. & Zhai, X. Unveiling the pathogenesis and therapeutic approaches for diabetic nephropathy: insights from panvascular diseases. Front Endocrinol.15, 1368481 (2024).
6. Yu, M. G. et al. Protective factors and the pathogenesis of complications in diabetes. Endocr. Rev. 45, 227–252 (2024).
7. Jia, W. et al. Standards of medical care for type 2 diabetes in China 2019. Diabetes Metab. Res Rev. 35, e3158 (2019).
8. American Diabetes Association Professional Practice Diagnosis and classification of diabetes: standards of care in diabetes-2024. Diabetes Care 47, S20–S42 (2024).
9. Cole, J. B. & Florez, J. C. Genetics of diabetes mellitus and diabetes complications. Nat. Rev. Nephrol. 16, 377–390 (2020).
10. Abel, E. D. et al. Diabetes mellitus-Progress and opportunities in the evolving epidemic. Cell 187, 3789–3820 (2024).
11. Hsu, P. D., Lander, E. S. & Zhang, F. Development and applications of CRISPR-Cas9 for genome engineering. Cell 157, 1262–1278 (2014).
12. Gerace, D. et al. CRISPR-targeted genome editing of mesenchymal stem cell-derived therapies for type 1 diabetes: a path to clinical success?. Stem Cell Res Ther. 8, 62 (2017).
13. El Nahas, R., Al-Aghbar, M. A., Herrero, L., van Panhuys, N. & Espino-Guarch, M. Applications of genome-editing technologies for type 1 diabetes. Int. J. Mol. Sci. 25, (2023).
14. Xu, Y. et al. LINC MIR503HG Controls SC-beta Cell differentiation and insulin production by targeting CDH1 and HES1. Adv. Sci. 11, e2305631 (2024).
15. Ma, Q. et al. ZnT8 loss-of-function accelerates functional maturation of hESC-derived beta cells and resists metabolic stress in diabetes. Nat. Commun. 13, 4142 (2022).
16. Defronzo, R. A. Banting Lecture. From the triumvirate to the ominous octet: a new paradigm for the treatment of type 2 diabetes mellitus. Diabetes 58, 773–795 (2009).
17. Forbes, J. M. & Cooper, M. E. Mechanisms of diabetic complications. Physiol. Rev. 93, 137–188 (2013).
18. Yazdani, S. et al. Dynamic glucose uptake, storage, and release by human microvascular endothelial cells. Mol. Biol. Cell 33, ar106 (2022).
19. Zhang, Z. Y. et al. Molecular mechanisms of glucose fluctuations on diabetic complications. Front Endocrinol.10, 640 (2019).
20. Srivastava, S. P. et al. Endothelial SIRT3 regulates myofibroblast metabolic shifts in diabetic kidneys. iScience 24, 102390 (2021).
21. Hou, Y. et al. Mitochondrial oxidative damage reprograms lipid metabolism of renal tubular epithelial cells in the diabetic kidney. Cell Mol. Life Sci. 81, 23 (2024).
22. Liao, Y. L., Fang, Y. F., Sun, J. X. & Dou, G. R. Senescent endothelial cells: a potential target for diabetic retinopathy. Angiogenesis 27, 663–679 (2024).
23. Liu, Y. et al. Mitochondria-associated endoplasmic reticulum membrane (MAM): a dark horse for diabetic cardiomyopathy treatment. Cell Death Discov. 10, 148 (2024).
24. Zhang, Y. et al. Synergistic mechanism between the endoplasmic reticulum and mitochondria and their crosstalk with other organelles. Cell Death Discov. 9, 51 (2023).
25. Zhao, W. B. & Sheng, R. The correlation between mitochondria-associated endoplasmic reticulum membranes (MAMs) and Ca(2+) transport in the pathogenesis of diseases. Acta Pharm. Sin. 46, 271–291 (2025).
26. Kelley, N., Jeltema, D., Duan, Y. & He, Y. The NLRP3 inflammasome: an overview of mechanisms of activation and regulation. Int. J. Mol. Sci. 20, 3328 (2019).
27. Tai, G. J. et al. NLRP3 inflammasome-mediated premature immunosenescence drives diabetic vascular aging dependent on the induction of perivascular adipose tissue dysfunction. Cardiovasc Res 121, 77–96 (2025).
28. Wu, M. et al. Inhibition of NLRP3 inflammasome ameliorates podocyte damage by suppressing lipid accumulation in diabetic nephropathy. Metabolism 118, 154748 (2021).
29. Lv, D. et al. Targeting phenylpyruvate restrains excessive NLRP3 inflammasome activation and pathological inflammation in diabetic wound healing. Cell Rep. Med 4, 101129 (2023).
30. Li, C. et al. Macrophage M1 regulatory diabetic nephropathy is mediated by m6A methylation modification of lncRNA expression. Mol. Immunol. 144, 16–25 (2022).
31. Schiffrin, E. L. & Pollock, D. M. Endothelin system in hypertension and chronic kidney disease. Hypertension 81, 691–701 (2024).
32. Davenport, A. P. et al. Endothelin. Pharm. Rev. 68, 357–418 (2016).
33. van Raalte, D. H. et al. Combination therapy for kidney disease in people with diabetes mellitus. Nat. Rev. Nephrol. 20, 433–446 (2024).
34. Bonner, R., Albajrami, O., Hudspeth, J. & Upadhyay, A. Diabetic kidney disease. Prim. Care 47, 645–659 (2020).
35. Cortinovis, M., Perico, N., Ruggenenti, P., Remuzzi, A. & Remuzzi, G. Glomerular hyperfiltration. Nat. Rev. Nephrol. 18, 435–451 (2022).
36. Vallon, V. & Thomson, S. C. The tubular hypothesis of nephron filtration and diabetic kidney disease. Nat. Rev. Nephrol. 16, 317–336 (2020).
37. Stefansson, V. T. N. et al. Molecular programs associated with glomerular hyperfiltration in early diabetic kidney disease. Kidney Int. 102, 1345–1358 (2022).
38. Yao, X. et al. Klotho Ameliorates Podocyte Injury through Targeting TRPC6 Channel in Diabetic Nephropathy. J. Diabetes Res. 2022, 1329380 (2022).
39. Qi, C. et al. Increased dishevelled associated activator of morphogenesis 2, a new podocyte-associated protein, in diabetic nephropathy. Nephrol. Dial. Transpl. 36, 1006–1016 (2021).
40. Akhtar, M., Taha, N. M., Nauman, A., Mujeeb, I. B. & Al-Nabet, A. Diabetic kidney disease: past and present. Adv. Anat. Pathol. 27, 87–97 (2020).
41. Susztak, K., Raff, A. C., Schiffer, M. & Bottinger, E. P. Glucose-induced reactive oxygen species cause apoptosis of podocytes and podocyte depletion at the onset of diabetic nephropathy. Diabetes 55, 225–233 (2006).
42. Ducasa, G. M. et al. ATP-binding cassette A1 deficiency causes cardiolipin-driven mitochondrial dysfunction in podocytes. J. Clin. Invest 129, 3387–3400 (2019).
43. Zhang, J. et al. ABCA1 deficiency-mediated glomerular cholesterol accumulation exacerbates glomerular endothelial injury and dysfunction in diabetic kidney disease. Metabolism 139, 155377 (2023).
44. Mohandes, S. et al. Molecular pathways that drive diabetic kidney disease. J. Clin. Investig. 133, e165654 (2023).
45. Wei, Y. et al. To target cellular senescence in diabetic kidney disease: the known and the unknown. Clin. Sci.138, 991–1007 (2024).
46. Liang, D. et al. Metformin improves the senescence of renal tubular epithelial cells in a high-glucose state through E2F1. Front Pharm. 13, 926211 (2022).
47. Eleftheriadis, T. et al. Dapagliflozin prevents high-glucose-induced cellular senescence in renal tubular epithelial cells. Int. J. Mol. Sci. 23, 16107 (2022).
48. Nian, S. et al. The inhibitory effects of Dulaglutide on cellular senescence against high glucose in human retinal endothelial cells. Hum. Cell 35, 995–1004 (2022).
49. Sugita, E., Hayashi, K., Hishikawa, A. & Itoh, H. Epigenetic alterations in podocytes in diabetic nephropathy. Front Pharm. 12, 759299 (2021).
50. Fu, J., Lee, K., Chuang, P. Y., Liu, Z. & He, J. C. Glomerular endothelial cell injury and cross talk in diabetic kidney disease. Am. J. Physiol. Ren. Physiol. 308, F287–F297 (2015).
51. Tanabe, K., Wada, J. & Sato, Y. Targeting angiogenesis and lymphangiogenesis in kidney disease. Nat. Rev. Nephrol. 16, 289–303 (2020).
52. Schwager, S. & Detmar, M. Inflammation and Lymphatic Function. Front Immunol. 10, 308 (2019).
53. Sandholm, N. et al. Genome-wide meta-analysis and omics integration identifies novel genes associated with diabetic kidney disease. Diabetologia 65, 1495–1509 (2022).
54. Yao, L. et al. Mitochondrial dysfunction in diabetic tubulopathy. Metabolism 131, 155195 (2022).
55. Kanbay, M. et al. Proximal tubule hypertrophy and hyperfunction: a novel pathophysiological feature in disease states. Clin. Kidney J. 17, sfae195 (2024).
56. Juszczak, F., Caron, N., Mathew, A. V. & Decleves, A. E. Critical role for AMPK in metabolic disease-induced chronic kidney disease. Int. J. Mol. Sci. 21, 7994 (2020).
57. Hong, Q. et al. Modulation of transforming growth factor-beta-induced kidney fibrosis by leucine-rich α-2 glycoprotein-1. Kidney Int 101, 299–314 (2022).
58. Tang, S. C. W. & Yiu, W. H. Innate immunity in diabetic kidney disease. Nat. Rev. Nephrol. 16, 206–222 (2020).
59. Yang, M. & Zhang, C. The role of innate immunity in diabetic nephropathy and their therapeutic consequences. J. Pharm. Anal. 14, 39–51 (2024).
60. Braga, T. T. et al. MyD88 signaling pathway is involved in renal fibrosis by favoring a TH2 immune response and activating alternative M2 macrophages. Mol. Med 18, 1231–1239 (2012).
61. Sierra-Mondragon, E. et al. All-trans retinoic acid ameliorates inflammatory response mediated by TLR4/NF-kappaB during initiation of diabetic nephropathy. J. Nutr. Biochem 60, 47–60 (2018).
62. Zhao, W. et al. Metabolic Dysfunction in the Regulation of the NLRP3 Inflammasome Activation: A Potential Target for Diabetic Nephropathy. J. Diabetes Res 2022, 2193768 (2022).
63. Lu, Q. et al. Complement factor B in high glucose-induced podocyte injury and diabetic kidney disease. JCI Insight. 6, e147716 (2021).
64. Duan, S. et al. Association of glomerular complement C4c deposition with the progression of diabetic kidney disease in patients with type 2 diabetes. Front. Immunol. 11, 2073 (2020).
65. Sircar, M. et al. Complement 7 is up-regulated in human early diabetic kidney disease. Am. J. Pathol. 188, 2147–2154 (2018).
66. Trambas, I. A., Coughlan, M. T. & Tan, S. M. Therapeutic potential of targeting complement C5a receptors in diabetic kidney disease. Int. J. Mol. Sci. 24, 8758 (2023).
67. Satoskar, A. A. et al. Characterization of glomerular diseases using proteomic analysis of laser capture microdissected glomeruli. Mod. Pathol. 25, 709–721 (2012).
68. Li, L. et al. C3a and C5a receptor antagonists ameliorate endothelial-myofibroblast transition via the Wnt/beta-catenin signaling pathway in diabetic kidney disease. Metabolism 64, 597–610 (2015).
69. Xu, Z., Tao, L. & Su, H. The complement system in metabolic-associated kidney
70. Flyvbjerg, A. The role of the complement system in diabetic nephropathy. Nat. Rev. Nephrol. 13, 311–318 (2017).
71. Rayego-Mateos, S. et al. Targeting inflammation to treat diabetic kidney disease: the road to 2030. Kidney Int. 103, 282–296 (2023).
72. Yang, T. et al. An update on chronic complications of diabetes mellitus: from molecular mechanisms to therapeutic strategies with a focus on metabolic memory. Mol. Med. 30, 71 (2024).
73. Kato, M. & Natarajan, R. Epigenetics and epigenomics in diabetic kidney disease and metabolic memory. Nat. Rev. Nephrol. 15, 327–345 (2019).
74. Yoshimoto, N. et al. Significance of podocyte DNA damage and glomerular DNA methylation in CKD patients with proteinuria. Hypertens. Res. 46, 1000–1008 (2023).
75. Gu, X. et al. N6-methyladenosine demethylase FTO promotes M1 and M2 macrophage activation. Cell Signal 69, 109553 (2020).
76. Ma, C. X. et al. Cardiovascular disease in type 2 diabetes mellitus: progress toward personalized management. Cardiovasc. Diabetol. 21, 74 (2022).
77. Kozakova, M., Morizzo, C., Fraser, A. G. & Palombo, C. Impact of glycemic control on aortic stiffness, left ventricular mass and diastolic longitudinal function in type 2 diabetes mellitus. Cardiovasc. Diabetol. 16, 78 (2017).
78. Medina-Leyte, D. J. et al. Endothelial dysfunction, inflammation and coronary artery disease: potential biomarkers and promising therapeutical approaches. Int. J. Mol. Sci. 22, 3850 (2021).
79. Saenz-Medina, J. et al. Endothelial dysfunction: an intermediate clinical feature between urolithiasis and cardiovascular diseases. Int. J. Mol. Sci. 23, 912 (2022).
80. Montanaro, R. et al. Hydrogen sulfide donor AP123 restores endothelial nitric oxide-dependent vascular function in hyperglycemia via a CREB-dependent pathway. Redox Biol. 62, 102657 (2023).
81. Zhang, X. et al. Ion channel Piezo1 activation aggravates the endothelial dysfunction under a high glucose environment. Cardiovasc. Diabetol. 23, 150 (2024).
82. Yao, Y. et al. Endothelial cell metabolic memory causes cardiovascular dysfunction in diabetes. Cardiovasc. Res. 118, 196–211 (2022).
83. Huang, Q. et al. Uncovering endothelial to mesenchymal transition drivers in atherosclerosis via multi-omics analysis. BMC Cardiovasc. Disord. 25, 104 (2025).
84. Zhao, G. et al. Endothelial KLF11 is a novel protector against diabetic atherosclerosis. Cardiovasc. Diabetol. 23, 381 (2024).
85. Liu, L. et al. Bone marrow mesenchymal stem cell-derived extracellular vesicles alleviate diabetes-exacerbated atherosclerosis via AMPK/mTOR pathway-mediated autophagy-related macrophage polarization. Cardiovasc. Diabetol. 24, 48 (2025).
86. Bai, X. et al. CAV1-CAVIN1-LC3B-mediated autophagy regulates high glucose-stimulated LDL transcytosis. Autophagy 16, 1111–1129 (2020).
87. Zhang, Z. et al. USF1 transcriptionally activates USP14 to drive atherosclerosis by promoting EndMT through NLRC5/Smad2/3 axis. Mol. Med. 30, 32 (2024).
88. Cheng, C. K. et al. SOX4 is a novel phenotypic regulator of endothelial cells in atherosclerosis revealed by single-cell analysis. J. Adv. Res 43, 187–203 (2023).
89. Supinski, G. S., Schroder, E. A. & Callahan, L. A. Mitochondria and critical illness. Chest 157, 310–322 (2020).
90. Zhang, Y. et al. Liraglutide prevents high glucose induced HUVECs dysfunction via inhibition of PINK1/Parkin-dependent mitophagy. Mol. Cell Endocrinol. 545, 111560 (2022).
91. Heather, L. C., Gopal, K., Srnic, N. & Ussher, J. R. Redefining diabetic cardiomyopathy: perturbations in substrate metabolism at the heart of its pathology. Diabetes 73, 659–670 (2024).
92. Zhang, Y., Zhang, Z., Tu, C., Chen, X. & He, R. Advanced glycation end products in disease development and potential interventions. Antioxidants14, 492 (2025).
93. Bansal, S., Burman, A. & Tripathi, A. K. Advanced glycation end products: key mediator and therapeutic target of cardiovascular complications in diabetes. World J. Diabetes 14, 1146–1162 (2023).
94. Souders, C. A., Bowers, S. L. & Baudino, T. A. Cardiac fibroblast: the renaissance cell. Circ. Res 105, 1164–1176 (2009).
95. Ndumele, C. E. et al. A synopsis of the evidence for the science and clinical management of cardiovascular-kidney-metabolic (CKM) syndrome: a scientific statement from the American Heart Association. Circulation 148, 1636–1664 (2023).
96. Meng, L. et al. METTL14 suppresses pyroptosis and diabetic cardiomyopathy by downregulating TINCR lncRNA. Cell Death Dis. 13, 38 (2022).
97. Maisch, B., Alter, P. & Pankuweit, S. Diabetic cardiomyopathy–fact or fiction?. Herz 36, 102–115 (2011).
98. Falcao-Pires, I. & Leite-Moreira, A. F. Diabetic cardiomyopathy: understanding the molecular and cellular basis to progress in diagnosis and treatment. Heart Fail. Rev. 17, 325–344 (2012).
99. Sun, Q., Karwi, Q. G., Wong, N. & Lopaschuk, G. D. Advances in myocardial energy metabolism: metabolic remodelling in heart failure and beyond. Cardiovasc. Res. 120, 1996–2016 (2024).
100. McDonagh, T. A. et al. 2021 ESC Guidelines for the diagnosis and treatment of acute and chronic heart failure. Eur. Heart J. 42, 3599–3726 (2021).
101. Gladden, J. D., Chaanine, A. H. & Redfield, M. M. Heart failure with preserved ejection fraction. Annu. Rev. Med. 69, 65–79 (2018).
102. Dia, M. et al. Effect of metformin on T2D-induced MAM Ca(2+) uncoupling and contractile dysfunction in an early mouse model of diabetic HFpEF. Int. J. Mol. Sci. 23, 3569 (2022).
103. Lazo, M. et al. Soluble receptor for advanced glycation end products and the risk for incident heart failure: the atherosclerosis risk in communities study. Am. Heart J. 170, 961–967 (2015).
104. Ren, J., Wu, N. N., Wang, S., Sowers, J. R. & Zhang, Y. Obesity cardiomyopathy: evidence, mechanisms, and therapeutic implications. Physiol. Rev. 101, 1745–1807 (2021).
105. Nagayach, A. et al. Advancing the understanding of diabetic encephalopathy through unravelling pathogenesis and exploring future treatment perspectives. Ageing Res. Rev. 100, 102450 (2024).
106. Nie, S. D. et al. High glucose forces a positive feedback loop connecting ErbB4 expression and mTOR/S6K pathway to aggravate the formation of tau hyperphosphorylation in differentiated SH-SY5Y cells. Neurobiol. Aging 67, 171–180 (2018).
107. Yang, Y. et al. The imbalance of PGD2-DPs pathway is involved in the type 2 diabetes brain injury by regulating autophagy. Int. J. Biol. Sci. 17, 3993–4004 (2021).
108. Taile, J., Arcambal, A., Clerc, P., Gauvin-Bialecki, A. & Gonthier, M. P. Medicinal plant polyphenols attenuate oxidative stress and improve inflammatory and vasoactive markers in cerebral endothelial cells during hyperglycemic condition. Antioxidants9, 573 (2020).
109. Lee, K. S. et al. Hyperglycemia enhances brain susceptibility to lipopolysaccharide-induced neuroinflammation via astrocyte reprogramming. J. Neuroinflamm. 21, 137 (2024).
110. Ge, X. et al. Electroacupuncture improves cognitive impairment in diabetic cognitive dysfunction rats by regulating the mitochondrial autophagy pathway. J. Physiol. Sci. 72, 29 (2022).
111. Zhao, H. et al. Hydrogen sulfide plays an important role by regulating endoplasmic reticulum stress in diabetes-related diseases. Int. J. Mol. Sci. 23, 7170 (2022).
112. Sousa, L., Oliveira, M. M., Pessoa, M. T. C. & Barbosa, L. A. Iron overload: effects on cellular biochemistry. Clin. Chim. Acta 504, 180–189 (2020).
113. Swain, S. K., Chandra Dash, U. & Sahoo, A. K. Hydrolea zeylanica improves cognitive impairment in high-fat diet fed-streptozotocin-induced diabetic encephalopathy in rats via regulating oxidative stress, neuroinflammation, and neurotransmission in brain. Heliyon 8, e11301 (2022).
114. Golledge, J. Update on the pathophysiology and medical treatment of peripheral artery disease. Nat. Rev. Cardiol. 19, 456–474 (2022).
115. Jude, E. B., Oyibo, S. O., Chalmers, N. & Boulton, A. J. Peripheral arterial disease in diabetic and nondiabetic patients: a comparison of severity and outcome. Diabetes Care 24, 1433–1437 (2001).
116. Mozes, G. et al. Atherosclerosis in amputated legs of patients with and without diabetes mellitus. Int. Angiol. 17, 282–286 (1998).
117. Nikolajevic, J. & Sabovic, M. Inflammatory, metabolic, and coagulation effects on medial arterial calcification in patients with peripheral arterial disease. Int. J. Mol. Sci. 24, 3132 (2023).
118. Zayed, M. G. et al. Diabetic retinopathy and quality of life: a systematic review and meta-analysis. JAMA Ophthalmol. 142, 199–207 (2024).
119. Ling, F., Zhang, C., Zhao, X., Xin, X. & Zhao, S. Identification of key genes modules linking diabetic retinopathy and circadian rhythm. Front. Immunol. 14, 1260350 (2023).
120. Wong, T. Y., Cheung, C. M., Larsen, M., Sharma, S. & Simo, R. Diabetic retinopathy. Nat. Rev. Dis. Prim. 2, 16012 (2016).
121. Hassan, J. W. & Bhatwadekar, A. D. Senolytics in the treatment of diabetic retinopathy. Front. Pharm. 13, 896907 (2022).
122. Han, X. Y. et al. Targeting endothelial glycolytic reprogramming by tsRNA-1599 for ocular anti-angiogenesis therapy. Theranostics 14, 3509–3525 (2024).
123. Yu, F. et al. Dynamic O-GlcNAcylation coordinates ferritinophagy and mitophagy to activate ferroptosis. Cell Discov. 8, 40 (2022).
124. Zhang, J., Qiu, Q., Wang, H., Chen, C. & Luo, D. TRIM46 contributes to high glucose-induced ferroptosis and cell growth inhibition in human retinal capillary endothelial cells by facilitating GPX4 ubiquitination. Exp. Cell Res. 407, 112800 (2021).
125. Gu, C. et al. miR-590-3p inhibits pyroptosis in diabetic retinopathy by targeting NLRP1 and inactivating the NOX4 signaling pathway. Investig. Ophthalmol. Vis. Sci. 60, 4215–4223 (2019).
126. Wang, Q. et al. Poly (ADP-ribose) polymerase 1 mediated arginase II activation is responsible for oxidized LDL-induced endothelial dysfunction. Front Pharm. 9, 882 (2018).
127. Oshitari, T. Neurovascular cell death and therapeutic strategies for diabetic retinopathy. Int. J. Mol. Sci. 24, 12919 (2023).
128. Li, L. et al. Ferroptosis: new insight into the mechanisms of diabetic nephropathy and retinopathy. Front Endocrinol. (Lausanne) 14, 1215292 (2023).
129. Wolf, J. et al. Liquid-biopsy proteomics combined with AI identifies cellular drivers of eye aging and disease in vivo. Cell 186, 4868–4884.e4812 (2023).
130. Yao, Y. et al. Macrophage/microglia polarization for the treatment of diabetic retinopathy. Front Endocrinology14, 1276225 (2023).
131. Lv, K. et al. Integrated multi-omics reveals the activated retinal microglia with intracellular metabolic reprogramming contributes to inflammation in STZ-induced early diabetic retinopathy. Front. Immunol. 13, 942768 (2022).
132. Ben, S. et al. Microglia-endothelial cross-talk regulates diabetes-induced retinal vascular dysfunction through remodeling inflammatory microenvironment. iScience 27, 109145 (2024).
133. Xu, Y. et al. Single-cell transcriptomes reveal a molecular link between diabetic kidney and retinal lesions. Commun. Biol. 6, 912 (2023).
134. He, C. et al. A specific RIP3(+) subpopulation of microglia promotes retinopathy through a hypoxia-triggered necroptotic mechanism. Proc. Natl Acad. Sci. USA 118, e2023290118 (2021).
135. Binet, F. et al. Neutrophil extracellular traps target senescent vasculature for tissue remodeling in retinopathy. Science 369, eaay5356 (2020).
136. Zhang, X., Zhang, F. & Xu, X. Single-cell RNA sequencing in exploring the pathogenesis of diabetic retinopathy. Clin. Transl. Med. 14, e1751 (2024).
137. Van Hove, I. et al. Single-cell transcriptome analysis of the Akimba mouse retina reveals cell-type-specific insights into the pathobiology of diabetic retinopathy. Diabetologia 63, 2235–2248 (2020).
138. Zhang, X. et al. Association of plasma osteopontin with diabetic retinopathy in Asians with type 2 diabetes. Mol. Vis. 24, 165–173 (2018).
139. Bai, C. W. et al. G protein subunit alpha i2 pivotal role in angiogenesis. Theranostics 14, 2190–2209 (2024).