Please ensure Javascript is enabled for purposes of website accessibility
Home > Information > BioSpotlight

Latest Advances in Type 1 Diabetes: Immune Mechanisms, Teplizumab, Stem Cell Therapy & Key Research Targets

Release date: 2026-02-25  View count: 93

A Comprehensive Guide to the Latest Landscape of Type 1 Diabetes: In-Depth Analysis of Immune Imbalance Core Mechanisms, RAGE and Teplizumab Targets, and Stem Cell Therapy

Type 1 diabetes (T1D) is a chronic autoimmune disease characterized by the destruction of pancreatic β cells, leading to absolute insulin deficiency, persistent hyperglycemia, and metabolic disorders. Clinical symptoms include polyuria, polydipsia, polyphagia, weight loss, fatigue, and blurred vision. If left untreated, it can progress to diabetic ketoacidosis (DKA), presenting with nausea, vomiting, abdominal pain, and altered consciousness. The incidence is higher in children and adolescents, accounting for 43.3% of new cases, while adult-onset accounts for 62%. Risk factors include genetic predisposition (such as HLA-DR3/DR4 genotypes increasing risk) and environmental triggers (such as viral infections, early exposure to cow's milk proteins or gluten).

The development process of type 1 diabetes in at-risk individuals

Figure 1. The development process of type 1 diabetes in at-risk individuals

The global prevalence of the disease continues to rise. According to the International Diabetes Federation (IDF) 2025 data, there are approximately 9.5 million people living with T1D worldwide, including about 1.85 million children and adolescents under 20 years old. Incidence varies by region, with the highest rates in high-income countries like Finland and Australia, while low-income countries may have underreported figures due to limited monitoring; projections estimate 14.7 million patients globally by 2040. Family history increases risk, but 90% of patients have no family history. In low-income countries, life expectancy is significantly reduced—for a 10-year-old diagnosed child, expected remaining lifespan drops from 66 years in high-income countries to as low as 6 years.

Number of people with type 1 diabetes by world region (A) and by country income level (B) in 2025

Figure 2. Number of people with type 1 diabetes by world region (A) and by country income level (B) in 2025

Pathogenesis

The pathogenesis of T1D involves interactions among genetic susceptibility, environmental triggers, and autoimmune responses. Genetic factors account for 40-50% of risk, primarily linked to the HLA region, such as high-risk haplotypes DR3-DQ2 and DR4-DQ8, which impair immune tolerance. Environmental factors (such as enterovirus infections, gut microbiome dysbiosis, vitamin D deficiency) trigger autoimmunity, leading to T cell-mediated β cell destruction. The disease progresses in stages: Stage 1 (autoantibody-positive with normal blood glucose), Stage 2 (autoantibody-positive with dysglycemia), Stage 3 (clinical symptoms + insulin dependence). β cell heterogeneity (differential susceptibility to stress and antigen presentation) exacerbates damage, and adults often have concurrent insulin resistance, including increased hepatic glucose production, reduced muscle glucose uptake, and elevated free fatty acids.

The process of genetic-environmental-immune interactions leading to β cell destruction

Figure 3. The process of genetic-environmental-immune interactions leading to β cell destruction

Diagnosis and Treatment

Diagnosis relies on blood glucose and HbA1c testing, combined with autoantibody confirmation (such as GAD, IA-2, IAA, ICA) to verify autoimmune etiology. The 2026 ADA guidelines expand screening: individuals with a family history or high risk are recommended for autoantibody screening, with positive cases monitored for glycemic progression using continuous glucose monitoring (CGM) assistance. Public screening can reduce DKA incidence by up to 50%.

Diagnostic workflow for suspected new-onset type 1 diabetes in adults based on White European population data

Figure 4. Diagnostic workflow for suspected new-onset type 1 diabetes in adults based on White European population data

Lifelong insulin replacement is the cornerstone, including basal-bolus regimens, multiple daily injections (MDI), or pump therapy. Automated insulin delivery (AID) systems integrating CGM and pumps improve glycemic control and are recommended as first-line, especially for children, pregnant women, and those with severe insulin deficiency. Adjunctive therapies like glucagon-like peptide-1 (GLP-1) agonists help protect against hypoglycemia-related vascular damage.

Cutting-Edge Research Advances

Type 1 diabetes (T1D) research focuses on prevention, immunomodulation, β cell replacement, and smart therapies. Teplizumab, the first FDA-approved immunotherapy, delays clinical onset by 24-32 months in stage 2 patients and preserves β cell function. In 2026, expanded approval is anticipated for newly diagnosed stage 3 patients, along with efficacy data in children aged 0-7 years. Yale University-led clinical studies show the drug modulates T cells to reduce autoimmune attack, significantly extending the symptom-free period.

Mechanism of action of teplizumab

Figure 5. Mechanism of action of teplizumab

Stem cell therapy has made significant strides: A 2025 Stanford University study used hematopoietic stem cells combined with islet transplantation in mouse models to fully cure T1D by resetting the immune system and protecting transplanted cells from rejection. The approach achieved 100% cure in 9 long-term T1D mice, paving the way for human clinical trials. The University of California, San Francisco (UCSF) initiated minimally invasive islet transplantation in 2025, with early results showing improved glucose control.

Schematic of stem cell (SCs) differentiation into insulin-secreting β cells in pancreatic islets

Figure 6. Schematic of stem cell (SCs) differentiation into insulin-secreting β cells in pancreatic islets

Automated insulin delivery (AID) systems have advanced with multi-hormone delivery (insulin + glucagon/pramlintide) and meal announcement-free algorithms. The University of Virginia's AIDANET neural network fully closed-loop system controls blood glucose effectively without user input in testing. The International Society for Pediatric and Adolescent Diabetes (ISPAD) 2025 conference reported these upgrades increase time in range (TIR) by 10-15% and reduce hypoglycemic events.

Next-generation insulin research: Indiana University developed a smart fusion protein in 2025 that regulates glucose in mouse models via liver endogenous switches responding to high/low glucose. The protein combines insulin and glucagon functionalities, reducing hypoglycemia risk. Pediatric trials show ultra-rapid inhaled insulin improves postprandial control; once-weekly icodec outperformed degludec in 52-week trials, though with slightly higher hypoglycemia risk.

Structure of the smart insulin fusion protein

Figure 7. Structure of the smart insulin fusion protein

Key Research Targets

· RAGE (Receptor for Advanced Glycation Endproducts): A pro-inflammatory pattern recognition receptor upregulated in β cells and T cells in T1D, binding AGEs (such as HbA1c) to exacerbate inflammation. Targeting RAGE reduces inflammation and offers preventive potential.

RAGE signaling pathway and potential therapeutic intervention points

Figure 8. RAGE signaling pathway and potential therapeutic intervention points

· Teplizumab (CD3-targeted): Delays onset and preserves C-peptide, but requires monitoring for side effects.

· JAK inhibitors (e.g., baricitinib): Block inflammation, preserve β cells; trials ongoing in 2026.

· Stem cells and gene editing: Target β cell regeneration and immune evasion.

· Insulin resistance: Metformin does not significantly reduce hepatic glucose production.

Below are abinScience's latest recombinant proteins and antibodies targeting core T1D pathways. Catalog numbers link directly to product pages.

Antibody

Catalog No. Product name Accession
HB651207 Anti-Human CD152/CTLA4 Antibody (11.2.1) P16410
HB651107 Anti-Human CD152/CTLA4 Antibody (SAA0062) P16410
HB651307 Anti-Human CD152/CTLA4 Antibody (SAA0062) P16410
HB651043 Anti-Human CD152/CTLA4 Antibody (SAA2550) P16410
HB651033 Anti-Human CD152/CTLA4 Nanobody (SAA1054) P16410
HB199207 Anti-Human CD154/CD40LG/TNFSF5 Antibody (5C8) P29965
HB199107 Anti-Human CD154/CD40LG/TNFSF5 Antibody (SAA0549) P29965
HB199013 Anti-Human CD154/CD40LG/TNFSF5 Nanobody (SAA1196) P29965
HY257107 Anti-Human CD20/MS4A1 Antibody (SAA0006) P11836
HY257207 Anti-Human CD20/MS4A1 Antibody (SAA0007) P11836
HY257647 Anti-Human CD20/MS4A1 Antibody (SAA2209), PerCP P11836
HY257023 Anti-Human CD20/MS4A1 Antibody (SAA2510) P11836
HY257013 Anti-Human CD20/MS4A1 Nanobody (SAA1332) P11836
HB613107 Anti-Human CD223/LAG3 Antibody (LAG-525) P18627
HB613207 Anti-Human CD223/LAG3 Antibody (SAA0073) P18627
HF996107 Anti-Human CD25/IL2RA Antibody (1H4) P01589
HF996207 Anti-Human CD25/IL2RA Antibody (ADCT-301) P01589
HF996023 Anti-Human CD25/IL2RA Antibody (BT942) P01589
HS870307 Anti-Human CD279/PDCD1/PD1 Antibody (ANB-011) Q15116
HS870017 Anti-Human CD279/PDCD1/PD1 Antibody (EH12.2H7) Q15116
HS870033 Anti-Human CD279/PDCD1/PD1 Antibody (SAA2546) Q15116
HC682013 Anti-Human GAD2/GAD65 Antibody (SAA1579) Q05329
HB769107 Anti-Human IL12B/IL-12 p40/NKSF2 Antibody (SAA0381) P29460
HB769117 Anti-Human IL12B/IL-12 p40/NKSF2 Antibody (SAA0381), FITC P29460
HB769023 Anti-Human IL12B/IL-12 p40/NKSF2 Antibody (SAA2017) P29460
HF990053 Anti-Human INS/Insulin Antibody (HB125(AE9D6)) P01308
HF990013 Anti-Human INS/Insulin Antibody (SAA0557) P01308
HF990043 Anti-Human INS/Insulin Antibody (SAA0557) P01308
HF990023 Anti-Human INS/Insulin Antibody (SAA0558) P01308
HF990033 Anti-Human INS/Insulin Antibody (SAA1448) P01308
HB613013 Anti-Human LAG3 Nanobody (SAA2195) P18627
HS739107 Anti-Human TIGIT Antibody (SAA0153) Q495A1
HS739117 Anti-Human TIGIT Antibody (SAA0153), FITC Q495A1
HS739147 Anti-Human TIGIT Antibody (SAA0153), PerCP Q495A1
HS739207 Anti-Human TIGIT Antibody (SAA0154) Q495A1
HS739307 Anti-Human TIGIT Antibody (SAA1407) Q495A1
HS739337 Anti-Human TIGIT Antibody (SAA1407), APC Q495A1
HS739327 Anti-Human TIGIT Antibody (SAA1407), PE Q495A1
HF879107 Anti-Human TNFa/TNF-alpha Antibody (SAA0415) P01375
HF879137 Anti-Human TNFa/TNF-alpha Antibody (SAA0415), APC P01375
HF879117 Anti-Human TNFa/TNF-alpha Antibody (SAA0415), FITC P01375
HF879127 Anti-Human TNFa/TNF-alpha Antibody (SAA0415), PE P01375
HF879147 Anti-Human TNFa/TNF-alpha Antibody (SAA0415), PerCP P01375
HF879023 Anti-Human TNFa/TNF-alpha Nanobody (SAA1146) P01375
HS870010 InVivoMAb Anti-Human CD279/PDCD1/PD1 Antibody (D12) Q15116
HF879010 InVivoMAb Anti-Human TNFa/TNF-alpha (Iv0050) P01375
MF996010 InVivoMAb Anti-Mouse CD25/IL2RA Antibody (PC61/PC61.5.3) P01589
HS870576 Research Grade abazistobart Q15116
HF879026 Research Grade Adalimumab P01375
HF879056 Research Grade Afelimomab P01375
HB613296 Research Grade alcestobart P18627
HB651106 Research Grade Anti-Human CD152/CTLA4 (ADG 116) P16410
HB651116 Research Grade Anti-Human CD152/CTLA4 (ADG 126) P16410
HB651126 Research Grade Anti-Human CD152/CTLA4 (ADU-1604) P16410
HB651206 Research Grade Anti-Human CD152/CTLA4 (ONC-392) P16410
HB651236 Research Grade Anti-Human CD152/CTLA4 (XTX101) P16410
HB199086 Research Grade Anti-Human CD154/CD40LG/TNFSF5 (ABI793) P29965
HB199066 Research Grade Anti-Human CD154/CD40LG/TNFSF5 (AT-1501) P29965
HY257226 Research Grade Anti-Human CD20/MS4A1 (CHO-H01) P11836
HY257236 Research Grade Anti-Human CD20/MS4A1 (KN001) P11836
HY257406 Research Grade Anti-Human CD20/MS4A1 (TRU015) P11836
HY257416 Research Grade Anti-Human CD20/MS4A1 (UB-923) P11836
HY257456 Research Grade Anti-Human CD20/MS4A1 Antibody (KM3575) P11836
HB613116 Research Grade Anti-Human CD223/LAG3 (AM0003) P18627
HB613106 Research Grade Anti-Human CD223/LAG3 (INCAGN2385) P18627
HB613266 Research Grade Anti-Human CD223/LAG3 Antibody (BI 754111) P18627
HF996056 Research Grade Anti-Human CD25/IL2RA (CYT-91000) P01589
HF996106 Research Grade Anti-Human CD25/IL2RA (RA8) P01589
HF996066 Research Grade Anti-Human CD25/IL2RA Antibody (RG6292) P01589
HS870426 Research Grade Anti-Human CD279/PDCD1/PD1 (AMP 224) Q15116
HS870436 Research Grade Anti-Human CD279/PDCD1/PD1 (AMP-514) Q15116
HS870466 Research Grade Anti-Human CD279/PDCD1/PD1 (BAT 1308) Q15116
HS870556 Research Grade Anti-Human CD279/PDCD1/PD1 (SG001) Q15116
HS870566 Research Grade Anti-Human CD279/PDCD1/PD1 (Sym021) Q15116
HB769046 Research Grade Anti-Human IL12B/IL-12 p40/NKSF2 (CEP-37248) P29460
HB769056 Research Grade Anti-Human IL12B/IL-12 p40/NKSF2 (Cephalon 6F6) P29460
HS739116 Research Grade Anti-Human TIGIT (AGEN1307) Q495A1
HS739106 Research Grade Anti-Human TIGIT (PM 1021) Q495A1
HS739256 Research Grade Anti-Human TIGIT Antibody (MG1131) Q495A1
HF879216 Research Grade Anti-Human TNFa/TNF-alpha (AVX-470) P01375
HF879136 Research Grade Anti-Human TNFa/TNF-alpha (BOW050) P01375
HF879146 Research Grade Anti-Human TNFa/TNF-alpha (BOW100) P01375
HF879406 Research Grade Anti-Human TNFa/TNF-alpha Antibody (hMAK195) P01375
HF879013 Research Grade Anti-TNFa/TNF-alpha (CDP571) P01375
HS870036 Research Grade Balstilimab Q15116
HF996026 Research Grade Basiliximab P01589
HS739076 Research Grade Belrestotug Q495A1
HB651076 Research Grade Botensilimab P16410
HB769026 Research Grade Briakinumab P29460
HB613306 Research Grade brivestobart P18627
HS870106 Research Grade Budigalimab Q15116
HF996036 Research Grade Camidanlumab P01589
HS870116 Research Grade Camrelizumab Q15116
HF879016 Research Grade Certolizumab P01375
HS870046 Research Grade Cetrelimab Q15116
HF996016 Research Grade Daclizumab P01589
HB199026 Research Grade Dapirolizumab P29965
HS739086 Research Grade Dargistotug Q495A1
HY257186 Research Grade Divozilimab P11836
HS739046 Research Grade Domvanalimab Q495A1
HB769036 Research Grade Ebdarokimab P29460
HB613046 Research Grade Encelimab P18627
HS870416 Research Grade Enlonstobart Q15116
HF879296 Research Grade Etanercept P01375
HS739026 Research Grade Etigilimab Q495A1
HB651256 Research Grade Evalstotug P16410
HB613026 Research Grade Favezelimab P18627
HB613056 Research Grade Fianlimab P18627
HB651256 Research Grade Firastotug P16410
HB199056 Research Grade Frexalimab P29965
HB651336 Research Grade futermestotug P16410
HF879046 Research Grade Golimumab P01375
HB651266 Research Grade Gotistobart P16410
HY257036 Research Grade Ibritumomab P11836
HB613016 Research Grade Ieramilimab P18627
HF996146 Research Grade imneskibart P01589
HF996046 Research Grade Inolimomab P01589
HF990026 Research Grade Insulin Aspart P01308
HF990046 Research Grade Insulin Degludec P01308
HF990016 Research Grade Insulin Glargine P01308
HF990036 Research Grade Insulin Lispro P01308
HB651016 Research Grade Ipilimumab P16410
HS739246 Research Grade Lancastotug Q495A1
HF879106 Research Grade Lenercept P01375
HB199016 Research Grade Letolizumab P29965
HF879096 Research Grade Licaminlimab P01375
HS870366 Research Grade Lipustobart Q15116
HS870126 Research Grade Lodapolimab Q15116
HB613066 Research Grade Miptenalimab P18627
HB651276 Research Grade Muzastotug P16410
HB613256 Research Grade Negalstobart P18627
HF879066 Research Grade Nerelimomab P01375
HY257206 Research Grade Nofetumomab P11836
HB651056 Research Grade Nurulimab P16410
HY257046 Research Grade Obinutuzumab P11836
HY257126 Research Grade Ocaratuzumab P11836
HS739056 Research Grade Ociperlimab Q495A1
HY257026 Research Grade Ocrelizumab P11836
HY257016 Research Grade Ofatumumab P11836
HY257466 Research Grade Ofatumumab P11836
HF879386 Research Grade Onercept P01375
HF879116 Research Grade Opinercept P01375
HS870026 Research Grade Pembrolizumab Q15116
HS870166 Research Grade Pidilizumab Q15116
HF879076 Research Grade Placulumab P01375
HB651246 Research Grade Porustobart P16410
HS870376 Research Grade Pradusinstobart Q15116
HS870176 Research Grade Prolgolimab Q15116
HB651066 Research Grade Quavonlimab P16410
HS739096 Research Grade Ralzapastotug Q495A1
HB613036 Research Grade Relatlimab P18627
HS739236 Research Grade Renvistobart Q495A1
HS870186 Research Grade Retifanlimab Q15116
HY257076 Research Grade Ripertamab P11836
HY257056 Research Grade Rituximab P11836
HY257446 Research Grade Rituximab P11836
HB199036 Research Grade Ruplizumab P29965
HS870196 Research Grade Sasanlimab Q15116
HS870136 Research Grade Serplulimab Q15116
HS870076 Research Grade Sintilimab Q15116
HB651286 Research Grade Sovipostobart P16410
HB651326 Research Grade sovipostobart beta P16410
HS870146 Research Grade Spartalizumab Q15116
HS739066 Research Grade Tamgiblimab Q495A1
HF879396 Research Grade Tanfanercept P01375
HB651316 Research Grade Tazlestobart P16410
HB199096 Research Grade Tegoprubart P29965
HB651046 Research Grade Ticilimumab P16410
HS739016 Research Grade Tiragolumab Q495A1
HS870066 Research Grade Tislelizumab Q15116
HB199046 Research Grade Toralizumab P29965
HS870086 Research Grade Toripalimab Q15116
HY257096 Research Grade Tositumomab P11836
HB651036 Research Grade Tremelimumab P16410
HF879126 Research Grade Tulinercept P01375
HB613206 Research Grade Tuparstobart P18627
HB651096 Research Grade Tuvonralimab P16410
HY257066 Research Grade Ublituximab P11836
HB769016 Research Grade Ustekinumab P29460
HY257116 Research Grade Veltuzumab P11836
HS739036 Research Grade Vibostolimab Q495A1
HB651306 Research Grade Vilastobart P16410
HF996136 Research Grade Vopikitug P01589
HB651026 Research Grade Zalifrelimab P16410
HY257196 Research Grade Zuberitamab P11836
Click to expand the remaining table

Kit

Catalog No. Product name Accession
DF879018 Adalimumab ELISA Kit P01375
DY257028 Afutuzumab ELISA Kit P11836
AF879018 Anti-Adalimumab ELISA Kit P01375
AF879048 Anti-Adalimumab Neutralizing Antibody ELISA kit P01375
AF879038 Anti-Certolizumab ELISA Kit P01375
AF879058 Anti-Etanercept ELISA Kit P01375
AF879518 Anti-Etanercept Neutralizing Antibody ELISA kit P01375
AB651018 Anti-Ipilimumab ELISA Kit P16410
HB829014 Anti-JAK1 Polyclonal Antibody P23458
AS870018 Anti-Nivolumab ELISA Kit Q15116
AS870528 Anti-Nivolumab Neutralizing Antibody ELISA kit Q15116
AY257028 Anti-Obinutuzumab ELISA Kit P11836
AS870028 Anti-Pembrolizumab ELISA Kit Q15116
AS870518 Anti-Pembrolizumab Neutralizing Antibody ELISA kit Q15116
AY257018 Anti-Rituximab ELISA Kit P11836
AS739018 Anti-Tiragolumab ELISA Kit Q495A1
AB769018 Anti-Ustekinumab ELISA Kit P29460
AB769518 Anti-Ustekinumab Neutralizing Antibody ELISA kit P29460
DS870018 Balstilimab ELISA Kit Q15116
DF996018 Basiliximab ELISA Kit P01589
DF996028 Camidanlumab ELISA Kit P01589
DF879028 Certolizumab ELISA Kit P01375
DS870028 Cetrelimab ELISA Kit Q15116
DF996038 Daclizumab ELISA Kit P01589
DF879058 Etanercept ELISA Kit P01375
DB613038 Favezelimab ELISA Kit P18627
DF879038 Golimumab ELISA Kit P01375
DY257058 Ibritumomab ELISA Kit P11836
DB613018 Ieramilimab ELISA Kit P18627
DS870058 Sintilimab ELISA Kit Q15116
DS739018 Tiragolumab ELISA Kit Q495A1
DS870068 Tislelizumab ELISA Kit Q15116
DS870078 Toripalimab ELISA Kit Q15116
DB651028 Tremelimumab ELISA Kit P16410
DB769018 Ustekinumab ELISA Kit P29460
DB651038 Zalifrelimab ELISA Kit P16410
DB651018 Ipilimumab ELISA Kit P16410
DB199018 Letolizumab ELISA Kit P29965
DS870038 Nivolumab ELISA Kit Q15116
DY257018 Obinutuzumab ELISA Kit P11836
DY257078 Ocaratuzumab ELISA Kit P11836
DS870048 Pembrolizumab ELISA Kit Q15116
AF879068 Anti-Golimumab ELISA Kit P01375
Click to expand the remaining table

References:

  1. Ogle GD, Wang F, Haynes A, et al. Global type 1 diabetes prevalence, incidence, and mortality estimates 2025: Results from the International diabetes Federation Atlas, 11th Edition, and the T1D Index Version 3.0. Diabetes Res Clin Pract. 2025;225:112277. doi:10.1016/j.diabres.2025.112277
  2. Mathis D, Vence L, Benoist C. beta-Cell death during progression to diabetes. Nature. 2001;414(6865):792-798. doi:10.1038/414792a
  3. Evans-Molina C, Dor Y, Lernmark Å, et al. The heterogeneity of type 1 diabetes: implications for pathogenesis, prevention, and treatment-2024 Diabetes, Diabetes Care, and Diabetologia Expert Forum. Diabetologia. 2025;68(9):1859-1878. doi:10.1007/s00125-025-06462-y
  4. Bell KJ, Lain SJ. The Changing Epidemiology of Type 1 Diabetes: A Global Perspective. Diabetes Obes Metab. 2025;27 Suppl 6(Suppl 6):3-14. doi:10.1111/dom.16501
  5. Eizirik DL, Pasquali L, Cnop M. Pancreatic β-cells in type 1 and type 2 diabetes mellitus: different pathways to failure. Nat Rev Endocrinol. 2020;16(7):349-362. doi:10.1038/s41574-020-0355-7
  6. Ziegler AG, Cengiz E, Kay TWH. The future of type 1 diabetes therapy. Lancet. 2025;406(10511):1520-1534. doi:10.1016/S0140-6736(25)01438-2
  7. Snaith JR, Olsen N, Evans J, et al. Effect of metformin on insulin resistance in adults with type 1 diabetes: a 26-week randomized double-blind clinical trial. Nat Commun. 2025;16(1):9884. Published 2025 Nov 24. doi:10.1038/s41467-025-65951-1
  8. Henriques FL, Buckle I, Forbes JM. Type 1 diabetes mellitus prevention: present and future. Nat Rev Endocrinol. 2025;21(10):608-622. doi:10.1038/s41574-025-01128-6
  9. Addissouky, T.A., Ali, M.M.A., El Sayed, I.E.T. et al. Type 1 diabetes mellitus: retrospect and prospect. Bull Natl Res Cent 48, 42 (2024). https://doi.org/10.1186/s42269-024-01197-z

Get a free quote