Reported outcomes reflect early-phase, small-cohort studies with limited follow-up; results should be interpreted cautiously, as long-term durability, safety, and generalizability remain under investigation. HbA1c: glycated hemoglobin.
Declarations
Author contributions
MKS, CF, and IB: Conceptualization, Investigation, Writing—original draft, Writing—review & editing. KM: Conceptualization, Investigation, Conceptualization. IG, SPL, KD, KA, NK, AT, CC, and KT: Formal analysis, Investigation, Writing—review & editing. All authors read and approved the submitted version.
Conflicts of interest
The authors declare that there are no conflicts of interest.
Open Exploration maintains a neutral stance on jurisdictional claims in published institutional affiliations and maps. All opinions expressed in this article are the personal views of the author(s) and do not represent the stance of the editorial team or the publisher.
References
Liu J, Bloomgarden Z. The Chinese Metabolic Management Centers.J Diabetes. 2022;14:362–4. [DOI] [PubMed] [PMC]
Samuel VT, Shulman GI. Mechanisms for insulin resistance: common threads and missing links.Cell. 2012;148:852–71. [DOI] [PubMed] [PMC]
Unnikrishnan R, Anjana RM, Mohan V. Diabetes in South Asians: is the phenotype different?Diabetes. 2014;63:53–5. [DOI] [PubMed]
Taniguchi CM, Emanuelli B, Kahn CR. Critical nodes in signalling pathways: insights into insulin action.Nat Rev Mol Cell Biol. 2006;7:85–96. [DOI] [PubMed]
Sales VM, Ferguson-Smith AC, Patti M. Epigenetic Mechanisms of Transmission of Metabolic Disease across Generations.Cell Metab. 2017;25:559–71. [DOI] [PubMed] [PMC]
Hotamisligil GS. Inflammation, metaflammation and immunometabolic disorders.Nature. 2017;542:177–85. [DOI] [PubMed]
Han Z, Wu W, Bai Z, Xiu Y, Zhou D. Beta-boswellic acid facilitates diabetic wound healing by targeting STAT3 and inhibiting ferroptosis in fibroblasts.Front Pharmacol. 2025;16:1578625. [DOI] [PubMed] [PMC]
Houstis N, Rosen ED, Lander ES. Reactive oxygen species have a causal role in multiple forms of insulin resistance.Nature. 2006;440:944–8. [DOI] [PubMed]
Cani PD, Amar J, Iglesias MA, Poggi M, Knauf C, Bastelica D, et al. Metabolic endotoxemia initiates obesity and insulin resistance.Diabetes. 2007;56:1761–72. [DOI] [PubMed]
Costes S, Bertrand G, Ravier MA. Mechanisms of Beta-Cell Apoptosis in Type 2 Diabetes-Prone Situations and Potential Protection by GLP-1-Based Therapies.Int J Mol Sci. 2021;22:5303. [DOI] [PubMed] [PMC]
Butler AE, Janson J, Bonner-Weir S, Ritzel R, Rizza RA, Butler PC. Beta-cell deficit and increased beta-cell apoptosis in humans with type 2 diabetes.Diabetes. 2003;52:102–10. [DOI] [PubMed]
Pagliuca FW, Millman JR, Gürtler M, Segel M, Van Dervort A, Ryu JH, et al. Generation of functional human pancreatic β cells in vitro.Cell. 2014;159:428–39. [DOI] [PubMed] [PMC]
Nair GG, Liu JS, Russ HA, Tran S, Saxton MS, Chen R, et al. Recapitulating endocrine cell clustering in culture promotes maturation of human stem-cell-derived β cells.Nat Cell Biol. 2019;21:263–74. [DOI] [PubMed] [PMC]
Velazco-Cruz L, Song J, Maxwell KG, Goedegebuure MM, Augsornworawat P, Hogrebe NJ, et al. Acquisition of Dynamic Function in Human Stem Cell-Derived β Cells.Stem Cell Reports. 2019;12:351–65. [DOI] [PubMed] [PMC]
Veres A, Faust AL, Bushnell HL, Engquist EN, Kenty JH, Harb G, et al. Charting cellular identity during human in vitro β-cell differentiation.Nature. 2019;569:368–73. [DOI] [PubMed] [PMC]
Vegas AJ, Veiseh O, Doloff JC, Ma M, Tam HH, Bratlie K, et al. Combinatorial hydrogel library enables identification of materials that mitigate the foreign body response in primates.Nat Biotechnol. 2016;34:345–52. [DOI] [PubMed] [PMC]
Deuse T, Hu X, Gravina A, Wang D, Tediashvili G, De C, et al. Hypoimmunogenic derivatives of induced pluripotent stem cells evade immune rejection in fully immunocompetent allogeneic recipients.Nat Biotechnol. 2019;37:252–8. [DOI] [PubMed] [PMC]
Rech Tondin A, Lanzoni G. Islet Cell Replacement and Regeneration for Type 1 Diabetes: Current Developments and Future Prospects.BioDrugs. 2025;39:261–80. [DOI] [PubMed] [PMC]
Hattersley AT, Patel KA. Precision diabetes: learning from monogenic diabetes.Diabetologia. 2017;60:769–77. [DOI] [PubMed] [PMC]
Lotfi M, Butler AE, Sukhorukov VN, Sahebkar A. Application of CRISPR-Cas9 technology in diabetes research.Diabet Med. 2024;41:e15240. [DOI] [PubMed]
Anzalone AV, Randolph PB, Davis JR, Sousa AA, Koblan LW, Levy JM, et al. Search-and-replace genome editing without double-strand breaks or donor DNA.Nature. 2019;576:149–57. [DOI] [PubMed] [PMC]
Ravi B, Antonellis A, Sumner CJ, Lieberman AP. Genetic approaches to the treatment of inherited neuromuscular diseases.Hum Mol Genet. 2019;28:R55–64. [DOI] [PubMed] [PMC]
Kang DD, Marks A, Morla-Folch J, Dong Y, Brown BD, Teunissen AJP. Targeting and tracking mRNA lipid nanoparticles at the particle, transcript and protein level.Nat Biomed Eng. 2025;9:1591–609. [DOI] [PubMed] [PMC]
Liu Y, Huang Y, He G, Guo C, Dong J, Wu L. Development of mRNA Lipid Nanoparticles: Targeting and Therapeutic Aspects.Int J Mol Sci. 2024;25:10166. [DOI] [PubMed] [PMC]
Zhou Q, Brown J, Kanarek A, Rajagopal J, Melton DA. In vivo reprogramming of adult pancreatic exocrine cells to beta-cells.Nature. 2008;455:627–32. [DOI] [PubMed] [PMC]
Han J, Lim D, Yang K. Gene editing strategies to address current challenges in stem cell-derived β cell therapy for type 1 Diabetes.J Tissue Eng. 2025;16:20417314251373039. [DOI] [PubMed] [PMC]
Prakash TP, Mullick AE, Riney S, Yu J, Nikan M, Quirk C, et al. Discovery of long-acting APOC3 siRNA for treating patients with hypertriglyceridemia.Nucleic Acids Res. 2025;53:gkaf1063. [DOI] [PubMed] [PMC]
Mahmoud A, Abdelsayed K, Mohamed AA, Najah Q, Abdulkader A, Ali K, et al. Safety and efficacy of antisense oligonucleotides on triglyceride, apolipoprotein C-III, and other lipid parameters levels in hypertriglyceridemia; a network meta-analysis of randomized controlled trials.Lipids Health Dis. 2025;24:109. [DOI] [PubMed] [PMC]
Bergmark BA, Marston NA, Prohaska TA, Alexander VJ, Zimerman A, Moura FA, et al.; Essence–TIMI 73b Investigators. Targeting APOC3 with Olezarsen in Moderate Hypertriglyceridemia.N Engl J Med. 2025;393:1279–91. [DOI] [PubMed]
Tsai SQ, Joung JK. Defining and improving the genome-wide specificities of CRISPR-Cas9 nucleases.Nat Rev Genet. 2016;17:300–12. [DOI] [PubMed] [PMC]
Kosicki M, Tomberg K, Bradley A. Repair of double-strand breaks induced by CRISPR-Cas9 leads to large deletions and complex rearrangements.Nat Biotechnol. 2018;36:765–71. [DOI] [PubMed] [PMC]
Mehravar M, Shirazi A, Nazari M, Banan M. Mosaicism in CRISPR/Cas9-mediated genome editing.Dev Biol. 2019;445:156–62. [DOI] [PubMed]
Li X, Gao Y, Zhang Z, Deng W, Cao W, Wei X, et al. Biosafety considerations triggered by genome-editing technologies.Biosaf Health. 2025;7:141–51. [DOI] [PubMed] [PMC]
Kleinstiver BP, Pattanayak V, Prew MS, Tsai SQ, Nguyen NT, Zheng Z, et al. High-fidelity CRISPR-Cas9 nucleases with no detectable genome-wide off-target effects.Nature. 2016;529:490–5. [DOI] [PubMed] [PMC]
Kantor A, McClements ME, MacLaren RE. CRISPR-Cas9 DNA Base-Editing and Prime-Editing.Int J Mol Sci. 2020;21:6240. [DOI] [PubMed] [PMC]
Gillmore JD, Gane E, Taubel J, Kao J, Fontana M, Maitland ML, et al. CRISPR-Cas9 In Vivo Gene Editing for Transthyretin Amyloidosis.N Engl J Med. 2021;385:493–502. [DOI] [PubMed]
Fonte P, Araújo F, Reis S, Sarmento B. Oral insulin delivery: how far are we?J Diabetes Sci Technol. 2013;7:520–31. [DOI] [PubMed] [PMC]
Zafar S, Rana SJ, Hamza M, Hussain A, Abbas N, Ghori MU, et al. Advancements in transdermal drug delivery using microneedles: technological and material perspective.Discov Pharm Sci. 2025;1:5. [DOI]
Singh P, Vinikoor T, Sharma N, Nelson N, Prasadh S, Oiknine R, et al. Single-Administration Self-Boosting Microneedle Patch for The Treatment of Obesity.Adv Ther (Weinh). 2024;7:2400028. [DOI] [PubMed] [PMC]
Pan H, Hu W, Zhou C, Jian J, Xu J, Lu C, et al. Microneedle-Mediated Treatment of Obesity.Pharmaceutics. 2025;17:248. [DOI] [PubMed] [PMC]
Wang X, Yin X, Li Y, Zhang S, Hu M, Wei M, et al. Novel insight and perspectives of nanoparticle-mediated gene delivery and immune-modulating therapies for pancreatic cancer.J Nanobiotechnology. 2024;22:771. [DOI] [PubMed] [PMC]
Wang P, Liu Q, Zhao H, Bishop JO, Zhou G, Olson LK, et al. miR-216a-targeting theranostic nanoparticles promote proliferation of insulin-secreting cells in type 1 diabetes animal model.Sci Rep. 2020;10:5302. [DOI] [PubMed] [PMC]
Gurung S, Perocheau D, Ghosh R, Hart SL, Baruteau J. Delivering the Message: Translating mRNA Therapy for Liver Inherited Metabolic Diseases.J Inherit Metab Dis. 2025;48:e70078. [DOI] [PubMed] [PMC]
Wang J, Wang Z, Yu J, Kahkoska AR, Buse JB, Gu Z. Glucose-Responsive Insulin and Delivery Systems: Innovation and Translation.Adv Mater. 2020;32:e1902004. [DOI] [PubMed] [PMC]
Liu Y, Wang S, Wang Z, Yu J, Wang J, Buse JB, et al. Recent Progress in Glucose-Responsive Insulin.Diabetes. 2024;73:1377–88. [DOI] [PubMed]
Mohanty AR, Ravikumar A, Peppas NA. Recent advances in glucose-responsive insulin delivery systems: novel hydrogels and future applications.Regen Biomater. 2022;9:rbac056. [DOI] [PubMed] [PMC]
Chen X, Dou X, Qiu W. Promising strategies for smart insulin delivery system: Glucose-sensitive microneedle.Eur J Med Chem. 2024;278:116793. [DOI] [PubMed]
Song Y, Feng N, Yu Q, Li Y, Meng M, Yang X, et al. Exosomes in Disease Therapy: Plant-Derived Exosome-Like Nanoparticles Current Status, Challenges, and Future Prospects.Int J Nanomedicine. 2025;20:10613–10644. [DOI] [PubMed] [PMC]
Hu W, Song X, Yu H, Sun J, Zhao Y. Therapeutic Potentials of Extracellular Vesicles for the Treatment of Diabetes and Diabetic Complications.Int J Mol Sci. 2020;21:5163. [DOI] [PubMed] [PMC]
Qiu Y, Park K. Environment-sensitive hydrogels for drug delivery.Adv Drug Deliv Rev. 2001;53:321–39. [DOI] [PubMed]
Li L, Wang Y. Advancements in Injectable Hydrogels for Controlled Insulin Delivery: A Comprehensive Review of the Design, Properties and Therapeutic Applications for Diabetes and Its Complications.Polymers (Basel). 2025;17:780. [DOI] [PubMed] [PMC]
Liu M, Wang R, Hoi MPM, Wang Y, Wang S, Li G, et al. Nano-Based Drug Delivery Systems for Managing Diabetes: Recent Advances and Future Prospects.Int J Nanomedicine. 2025;20:6221–52. [DOI] [PubMed] [PMC]
Fontana G, Innamorati G, Giacomello L. Nanoparticle-Based Oral Insulin Delivery: Challenges, Advances, and Future Directions.Pharmaceutics. 2025;17:1563. [DOI] [PubMed] [PMC]
Ventola CL. Progress in Nanomedicine: Approved and Investigational Nanodrugs.P T. 2017;42:742–55. [PubMed] [PMC]
Desai N. Challenges in development of nanoparticle-based therapeutics.AAPS J. 2012;14:282–95. [DOI] [PubMed] [PMC]
Mahajan A, Taliun D, Thurner M, Robertson NR, Torres JM, Rayner NW, et al. Fine-mapping type 2 diabetes loci to single-variant resolution using high-density imputation and islet-specific epigenome maps.Nat Genet. 2018;50:1505–13. [DOI] [PubMed] [PMC]
Guo B, Cai Y, Kim D, Smit RAJ, Wang Z, Iyer KR, et al.; biobank at the Colorado Center for Personalized Medicine (CCPM); VA Million Veteran Program (MVP); Gignoux C, North KE, Loos RJF, Assimes TL, Peters U, Kooperberg C, et al. Polygenic risk score for type 2 diabetes shows context-dependent effects across populations.Nat Commun. 2025;16:8632. [DOI] [PubMed] [PMC]
Furukawa T, Hara M, Nishida Y, Tanaka K, Shimanoe C, Iwasaka C, et al.; Japan Multi-Institutional Collaborative Cohort (J-MICC) Study Group. Comparison of polygenic risk scores for type 2 diabetes developed from different ancestry groups.NPJ Metab Health Dis. 2025;3:17. [DOI] [PubMed] [PMC]
Baron M, Veres A, Wolock SL, Faust AL, Gaujoux R, Vetere A, et al. A Single-Cell Transcriptomic Map of the Human and Mouse Pancreas Reveals Inter- and Intra-cell Population Structure.Cell Syst. 2016;3:346–60.e4. [DOI] [PubMed] [PMC]
Kurgan N, Kjærgaard Larsen J, Deshmukh AS. Harnessing the power of proteomics in precision diabetes medicine.Diabetologia. 2024;67:783–97. [DOI] [PubMed]
Newgard CB. Metabolomics and Metabolic Diseases: Where Do We Stand?Cell Metab. 2017;25:43–56. [DOI] [PubMed] [PMC]
Sun W, Su M, Zhuang L, Ding Y, Zhang Q, Lyu D. Clinical serum lipidomic profiling revealed potential lipid biomarkers for early diabetic retinopathy.Sci Rep. 2024;14:15148. [DOI] [PubMed] [PMC]
Tao P, Conarello S, Wyche TP, Zhang NR, Chng K, Kang J, et al. Metabolomics and Lipidomics Analyses Aid Model Classification of Type 2 Diabetes in Non-Human Primates.Metabolites. 2024;14:159. [DOI] [PubMed] [PMC]
Arora T, Bäckhed F. The gut microbiota and metabolic disease: current understanding and future perspectives.J Intern Med. 2016;280:339–49. [DOI] [PubMed]
Fan Y, Pedersen O. Gut microbiota in human metabolic health and disease.Nat Rev Microbiol. 2021;19:55–71. [DOI] [PubMed]
Depommier C, Everard A, Druart C, Plovier H, Van Hul M, Vieira-Silva S, et al. Supplementation with Akkermansia muciniphila in overweight and obese human volunteers: a proof-of-concept exploratory study.Nat Med. 2019;25:1096–103. [DOI] [PubMed] [PMC]
Ahlqvist E, Storm P, Käräjämäki A, Martinell M, Dorkhan M, Carlsson A, et al. Novel subgroups of adult-onset diabetes and their association with outcomes: a data-driven cluster analysis of six variables.Lancet Diabetes Endocrinol. 2018;6:361–9. [DOI] [PubMed]
Deng M, Yang R, Zheng X, Deng Y, Jiang J. Artificial intelligence in diabetes care: from predictive analytics to generative AI and implementation challenges.Front Endocrinol (Lausanne). 2025;16:1620132. [DOI] [PubMed] [PMC]
Tanabe H, Sato M, Miyake A, Shimajiri Y, Ojima T, Narita A, et al. Machine learning-based reproducible prediction of type 2 diabetes subtypes.Diabetologia. 2024;67:2446–58. [DOI] [PubMed] [PMC]
Collins FS, Varmus H. A new initiative on precision medicine.N Engl J Med. 2015;372:793–5. [DOI] [PubMed] [PMC]
Ashley EA. Towards precision medicine.Nat Rev Genet. 2016;17:507–22. [DOI] [PubMed]
Topol EJ. High-performance medicine: the convergence of human and artificial intelligence.Nat Med. 2019;25:44–56. [DOI] [PubMed]
Rajkomar A, Dean J, Kohane I. Machine Learning in Medicine.N Engl J Med. 2019;380:1347–58. [DOI] [PubMed]
Manolio TA, Rowley R, Williams MS, Roden D, Ginsburg GS, Bult C, et al. Opportunities, resources, and techniques for implementing genomics in clinical care.Lancet. 2019;394:511–20. [DOI] [PubMed] [PMC]
Khoury MJ, McBride CM, Cornel MC. Achieving the Vision of Genomics to Improve Health for All Requires a Focus on Diversity, Equity and Inclusion.Public Health Genomics. 2025;28:1–5. [DOI] [PubMed] [PMC]
Deuse T, Schrepfer S. Progress and challenges in developing allogeneic cell therapies.Cell Stem Cell. 2025;32:513–28. [DOI] [PubMed]
Haga SB. Ethical issues of predictive genetic testing for diabetes.J Diabetes Sci Technol. 2009;3:781–8. [DOI] [PubMed] [PMC]
Siermann M, Valcke O, Vermeesch JR, Raivio T, Tšuiko O, Borry P. “Are we not going too far?”: Socio-ethical considerations of preimplantation genetic testing using polygenic risk scores according to healthcare professionals.Soc Sci Med. 2024;343:116599. [DOI] [PubMed]
Davoudi-Monfared E, Abolghasemi R, Allahyari F, Farzanegan G. Adverse events of cell therapy clinical trials in human chronic spinal cord injury, a systematic review and meta-analysis.Regen Ther. 2024;27:381–97. [DOI] [PubMed] [PMC]
Aussel C, Cathomen T, Fuster-García C. The hidden risks of CRISPR/Cas: structural variations and genome integrity.Nat Commun. 2025;16:7208. [DOI] [PubMed] [PMC]
Vaithilingam V, Tuch BE. Islet transplantation and encapsulation: an update on recent developments.Rev Diabet Stud. 2011;8:51–67. [DOI] [PubMed] [PMC]
Brandão MR, Marques JLB, Ojeda RG. Analysis of Adverse Events in Medical Devices for Diabetes.J Diabetes Sci Technol. 2025;19322968251368860. [DOI] [PubMed] [PMC]
Wang J, Ding Y, Chong K, Cui M, Cao Z, Tang C, et al. Recent Advances in Lipid Nanoparticles and Their Safety Concerns for mRNA Delivery.Vaccines (Basel). 2024;12:1148. [DOI] [PubMed] [PMC]
Huang X, Wu Y, Ni Y, Xu H, He Y. Global, regional, and national burden of type 2 diabetes mellitus caused by high BMI from 1990 to 2021, and forecasts to 2045: analysis from the global burden of disease study 2021.Front Public Health. 2025;13:1515797. [DOI] [PubMed] [PMC]