AI Drug Discovery for Pharma and Biotech

Drug discovery

22

drugs

With orphan designations

Overview

Rare diabetes mellitus type 1 encompasses atypical autoimmune or idiopathic forms, including fulminant type 1 diabetes (FT1D), characterized by abrupt β-cell destruction and rapid-onset diabetic ketoacidosis (DKA). FT1D often lacks classic autoimmune markers and requires immediate intensive care [6][13]. Diagnosis hinges on hyperglycemia (>288 mg/dL), low HbA1c (<8.5%), and undetectable C-peptide levels [6][16].

Population

  • Represents <1% of T1D cases, predominantly affecting East Asian adults (peak age 35-50 years), with male predominance [6][9][12]

  • Annual incidence: 1-2 per million in non-Asian populations vs. 7 per million in Japan [6][7]

Burden

  • Mortality: 7-10% in untreated FT1D due to cardiorespiratory arrest [6][9]

  • Complications: 50% develop severe hypoglycemia or microvascular damage within 10 years [1][19]

  • Healthcare costs: 2.3x higher than classic T1D due to ICU admissions and advanced glucose monitoring [10][14]

Therapies

  • Emergency: IV insulin, fluid resuscitation, and electrolyte correction for DKA [6][18]

  • Maintenance: Continuous subcutaneous insulin infusion (CSII) with hybrid closed-loop systems [3][18]

  • Experimental: Investigational immunotheracies (anti-PD-1 agents) and pancreatic islet transplantation trials [8][13]

Categories: rare endocrine diseases

Research Papers

324 drug discovery papers about Rare diabetes mellitus type 1, with 2 first-in-class and 6 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

324 drug discovery papers about Rare diabetes mellitus type 1, with 2 first-in-class and 6 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-01 | Association of Eosinophilic Esophagitis and Type 1 Diabetes: A Case Report

Association of Type 1 Diabetes Mellitus and Eosinophilic Esophagitis Introduction Eosinophilic esophagitis (EoE) is a rare chronic immune-mediated disorder characterized by eosinophilic infiltration of the esophageal mucosa. We report the case of a child with type 1 diabetes mellitus (T1DM) who presented with dysphagia and was subsequently diagnosed with EoE. Case Report An 11-year-old boy with a 6-year history of well-controlled type 1 diabetes mellitus on insulin therapy and known celiac disease managed with a gluten-free diet was admitted for progressive dysphagia. Symptoms initially involved solid foods and subsequently progressed to both solids and liquids over a one-month period. Physical examination revealed mild growth retardation (−1.5 SD) and conjunctival pallor. Upper gastrointestinal endoscopy demonstrated ulcerative esophagitis extending over 5 cm. Histopathological examination of esophageal biopsies confirmed eosinophilic esophagitis. Duodenal biopsies showed subtotal villous atrophy consistent with celiac disease. The patient was treated with proton pump inhibitors (PPIs) and topical corticosteroid therapy. Due to the unavailability of commercially prepared topical budesonide formulations (oral viscous suspension or spray), an alternative preparation combining injectable budesonide with stevia was administered. A marked clinical improvement was observed within 48 hours. Discussion The coexistence of eosinophilic esophagitis and type1 diabetes mellitus is uncommon. Previous studies have reported a predominance among male patients. Diagnosis relies on upper gastrointestinal endoscopy with systematic esophageal biopsies. The current standard treatment consists of proton pump inhibitors combined with topical corticosteroids. Conclusion Eosinophilic esophagitis remains a rare condition with incompletely understood pathogenesis and natural history. It may present with a wide spectrum of gastrointestinal symptoms and has been associated with connective tissue disorders and several autoimmune diseases. However, its association with type 1 diabetes mellitus remains exceptionally rare.

Open article ↗



2026-06-22 | β-Hydroxybutyrate Improves Glucose Metabolism in Streptozotocin-Induced Type 1 Diabetes by Inhibiting Gut and Liver Glucose Transporters via GPR109A.

Ketone bodies, particularly β-hydroxybutyrate (3HB), are often elevated in type 1 diabetes (T1D); however, their physiological roles remain unclear. In a low-carbohydrate diet study, patients with insulin-deficient diabetes exhibited reduced fasting blood glucose and increased fasting blood ketone levels, negatively correlated. Another clinical study using continuous glucose and ketone monitoring confirmed inverse glucose-ketone fluctuations. To test causality, we conducted animal and cellular studies. In streptozotocin-induced T1D mice, 7-week oral 3HB administration improved glucose metabolism and alleviated glycogenic hepatopathy. Imaging with 2-deoxy-2-[18F]-fluoro-d-glucose positron emission tomography/computed tomography demonstrated reduced hepatic and intestinal glucose uptake. Western blotting confirmed 3HB suppressed glucose transporter (sodium-glucose cotransporter 1, GLUT2, GLUT5) overexpression and normalized glycogen metabolism. In vitro, 3HB dose-dependently inhibited glucose transporter expression and glucose uptake in primary hepatocytes and IEC-6 cells. G protein-coupled receptor 109A (GPR109A) serves as the primary receptor for 3HB. Mechanistic studies using the GPR109A inhibitor mepenzolate bromide, the mTOR inhibitor rapamycin, and siRNA-mediated gene silencing revealed that these effects were GPR109A dependent and linked to inhibition of the PI3K/AKT/mTOR pathway. Overall, this study provides new insights into the role of ketone bodies in T1D, establishing 3HB as a modulator of glucose homeostasis through GPR109A-mediated suppression of glucose transporters in the liver and intestine.

Open article ↗



2026-06-08 | DIABETES MELLITUS IN WOLFRAM SYNDROME 1: CHARACTERISTICS AND PERSPECTIVES IN TREATMENT

Wolfram syndrome 1 is a rare autosomal recessive disorder caused by mutations in the WFS1 gene related to endoplasmic reticulum (ER) function. The course of the disease most often begins with diagnosis of insulin-dependent non-autoimmune diabetes mellitus with an early onset. Its clinical character is presented with an acronym DIDMOAD: diabetes insipidus (DI), diabetes mellitus (DM), optic atrophy (OA) and deafness (D). This article focuses on the clinical features of diabetes mellitus in Wolfram syndrome. We also describe current approach to its therapy and discuss possible treatment options placing the main emphasis on the GLP1 receptor agonists and cell regenerative therapy. Methods and materials: A qualitative synthesis of the data focusing on GLP-1 agonists, cell regenerative therapy and diabetes mellitus in Wolfram syndrome was performed. This literature review of GLP-1 receptor agonists and cell regenerative therapy effect on metabolic control, and current perspectives of treatment in patients with Wolfram syndrome, a monogenic type of diabetes, included recent publications, primarily from the past 10 years, and was conducted from November 2025 to April 2026 using the PubMed database. A systematic search was performed using specific keywords and medical subject headings (MeSH terms) related to GLP-1 agonists and Wolfram syndrome. The primary search terms included: “diabetes mellitus”, “GLP-1 agonists”, “Wolfram syndrome”, “WFS1”, “monogenic diabetes”, “islet transplantation”, and “cell regenerative therapy”. The criteria for inclusion of articles were as follows: published before April 2026, written in English, peer-reviewed original research articles. Exclusion criteria included publications not available in full text, articles in languages other than English. Editorials, commentaries, and conference abstracts without full data were also excluded. Titles and abstracts of the retrieved articles were screened to determine eligibility based on the inclusion and exclusion criteria.

Open article ↗



2026-07-01 | Association of Eosinophilic Esophagitis and Type 1 Diabetes: A Case Report

Association of Type 1 Diabetes Mellitus and Eosinophilic Esophagitis Introduction Eosinophilic esophagitis (EoE) is a rare chronic immune-mediated disorder characterized by eosinophilic infiltration of the esophageal mucosa. We report the case of a child with type 1 diabetes mellitus (T1DM) who presented with dysphagia and was subsequently diagnosed with EoE. Case Report An 11-year-old boy with a 6-year history of well-controlled type 1 diabetes mellitus on insulin therapy and known celiac disease managed with a gluten-free diet was admitted for progressive dysphagia. Symptoms initially involved solid foods and subsequently progressed to both solids and liquids over a one-month period. Physical examination revealed mild growth retardation (−1.5 SD) and conjunctival pallor. Upper gastrointestinal endoscopy demonstrated ulcerative esophagitis extending over 5 cm. Histopathological examination of esophageal biopsies confirmed eosinophilic esophagitis. Duodenal biopsies showed subtotal villous atrophy consistent with celiac disease. The patient was treated with proton pump inhibitors (PPIs) and topical corticosteroid therapy. Due to the unavailability of commercially prepared topical budesonide formulations (oral viscous suspension or spray), an alternative preparation combining injectable budesonide with stevia was administered. A marked clinical improvement was observed within 48 hours. Discussion The coexistence of eosinophilic esophagitis and type1 diabetes mellitus is uncommon. Previous studies have reported a predominance among male patients. Diagnosis relies on upper gastrointestinal endoscopy with systematic esophageal biopsies. The current standard treatment consists of proton pump inhibitors combined with topical corticosteroids. Conclusion Eosinophilic esophagitis remains a rare condition with incompletely understood pathogenesis and natural history. It may present with a wide spectrum of gastrointestinal symptoms and has been associated with connective tissue disorders and several autoimmune diseases. However, its association with type 1 diabetes mellitus remains exceptionally rare.

Open article ↗



2026-06-22 | β-Hydroxybutyrate Improves Glucose Metabolism in Streptozotocin-Induced Type 1 Diabetes by Inhibiting Gut and Liver Glucose Transporters via GPR109A.

Ketone bodies, particularly β-hydroxybutyrate (3HB), are often elevated in type 1 diabetes (T1D); however, their physiological roles remain unclear. In a low-carbohydrate diet study, patients with insulin-deficient diabetes exhibited reduced fasting blood glucose and increased fasting blood ketone levels, negatively correlated. Another clinical study using continuous glucose and ketone monitoring confirmed inverse glucose-ketone fluctuations. To test causality, we conducted animal and cellular studies. In streptozotocin-induced T1D mice, 7-week oral 3HB administration improved glucose metabolism and alleviated glycogenic hepatopathy. Imaging with 2-deoxy-2-[18F]-fluoro-d-glucose positron emission tomography/computed tomography demonstrated reduced hepatic and intestinal glucose uptake. Western blotting confirmed 3HB suppressed glucose transporter (sodium-glucose cotransporter 1, GLUT2, GLUT5) overexpression and normalized glycogen metabolism. In vitro, 3HB dose-dependently inhibited glucose transporter expression and glucose uptake in primary hepatocytes and IEC-6 cells. G protein-coupled receptor 109A (GPR109A) serves as the primary receptor for 3HB. Mechanistic studies using the GPR109A inhibitor mepenzolate bromide, the mTOR inhibitor rapamycin, and siRNA-mediated gene silencing revealed that these effects were GPR109A dependent and linked to inhibition of the PI3K/AKT/mTOR pathway. Overall, this study provides new insights into the role of ketone bodies in T1D, establishing 3HB as a modulator of glucose homeostasis through GPR109A-mediated suppression of glucose transporters in the liver and intestine.

Open article ↗



2026-06-08 | DIABETES MELLITUS IN WOLFRAM SYNDROME 1: CHARACTERISTICS AND PERSPECTIVES IN TREATMENT

Wolfram syndrome 1 is a rare autosomal recessive disorder caused by mutations in the WFS1 gene related to endoplasmic reticulum (ER) function. The course of the disease most often begins with diagnosis of insulin-dependent non-autoimmune diabetes mellitus with an early onset. Its clinical character is presented with an acronym DIDMOAD: diabetes insipidus (DI), diabetes mellitus (DM), optic atrophy (OA) and deafness (D). This article focuses on the clinical features of diabetes mellitus in Wolfram syndrome. We also describe current approach to its therapy and discuss possible treatment options placing the main emphasis on the GLP1 receptor agonists and cell regenerative therapy. Methods and materials: A qualitative synthesis of the data focusing on GLP-1 agonists, cell regenerative therapy and diabetes mellitus in Wolfram syndrome was performed. This literature review of GLP-1 receptor agonists and cell regenerative therapy effect on metabolic control, and current perspectives of treatment in patients with Wolfram syndrome, a monogenic type of diabetes, included recent publications, primarily from the past 10 years, and was conducted from November 2025 to April 2026 using the PubMed database. A systematic search was performed using specific keywords and medical subject headings (MeSH terms) related to GLP-1 agonists and Wolfram syndrome. The primary search terms included: “diabetes mellitus”, “GLP-1 agonists”, “Wolfram syndrome”, “WFS1”, “monogenic diabetes”, “islet transplantation”, and “cell regenerative therapy”. The criteria for inclusion of articles were as follows: published before April 2026, written in English, peer-reviewed original research articles. Exclusion criteria included publications not available in full text, articles in languages other than English. Editorials, commentaries, and conference abstracts without full data were also excluded. Titles and abstracts of the retrieved articles were screened to determine eligibility based on the inclusion and exclusion criteria.

Open article ↗



Access all drug discovery articles and probability of success in trials forecasts:

Access all drug discovery articles and probability of success in trials forecasts:

Drug Discovery Landscape

22 orphan drug designations for Rare diabetes mellitus type 1, including 2 approved therapies.

22 orphan drug designations for Rare diabetes mellitus type 1, including 2 approved therapies.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

autologous, engineered regulatory T-cell immunotherapy, designed to express an islet antigen-specific T cell receptor, stable Forkhead box P3 (FOXP3) protein, and a chemically induced signaling complex that promotes selective interleukin 2-pathway signaling

cell therapies

FDA

2025-06-10

GentiBio Inc.

Purified Human Allogeneic Pancreatic Islets of Langerhans

cell therapies

FDA

2020-03-09

University of Minnesota

Allogeneic Human Pancreatic Islets of Langerhans

cell therapies

FDA

2019-07-22

Hospital of the University of Pennsylvania (Penn Medicine)

Allogeneic Human Pancreatic Islets of Langerhans

cell therapies

FDA

2019-06-04

University of California, San Francico

Purified Allogeneic Human Pancreatic Islets of Langerhans

cell therapies

FDA

2019-05-01

University of Chicago

allogeniec Human Pancreatic Islets of Langerhans

cell therapies

FDA

2019-05-01

Diabetes Research Institute & Cell Transplant Center, Univ of Miami

donislecel-jujn [Lantidra]

cell therapies

FDA

2017-02-01

2023-06-28

CellTrans Inc.

anti-interleukin 21 (NNC0114-0006) in combination with liraglutide

antibodies

FDA

2017-01-12

Novo Nordisk, Inc.

methyldopa

small molecules

FDA

2017-01-12

IM Therapeutics LLC

autologous ex vivo expanded polyclonal CD4+CD25+CD1271o/-FOXP3+ Regulatory T cells

cell therapies

FDA

2016-05-10

Caladrius Biosciences

alpha1-proteinase inhibitor (human)

proteins

FDA

2015-03-03

Grifols Therapeutics, Inc.

CD40/CD80/CD86 modified autologous dendritic cell therapy

cell therapies

FDA

2013-12-20

DiaVacs, Inc.

abatacept

proteins

FDA

2013-05-30

Orban Biotech LLC

human insulin beta chain peptide with incomplete Freund's adjuvant vaccine

peptides

FDA

2013-02-11

Orban Biotech, LLC

Heat Shock Protein (hsp60) antigen

peptides

FDA

2012-05-21

AndromedA Biotech, LTD

ustekinumab

antibodies

FDA

2010-11-29

Johnson & Johnson Pharmaceutical & Development LLC

anti-TCR murine monoclonal antibody (MAb, type IgM)

antibodies

FDA

2010-06-07

Tolera Therapeutics, Inc.

ex-vivo cultered adult human mesenchymal stem cells

cell therapies

FDA

2010-04-30

Mesoblast, Inc.

Recombinant human glutamic acid decarboxylase 65KDa isoform

proteins

FDA

2010-03-22

Diamyd Therapeutics AB

teplizumab-mzwv [Tzield]

antibodies

FDA

2006-09-29

2022-11-17

Provention Bio, Inc.

otelixizumab

antibodies

FDA

2006-02-06

GlaxoSmithKline

Encapsulated porcine islet preparation

cell therapies

FDA

1995-07-05

VivoRx

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New York, USA.

At Explority, we build first-of-its-kind AI to bring clarity to the earliest and riskiest stages of pharmaceutical research by forecasting which therapies are most likely to succeed. Explority AI web and mobile applications are properties of the Explority AI Inc., a company registered in the United States (File No. 10320493).
For all questions: support@explority.ai

Copyright © 2026 Explority AI Inc.

Explority AI logo

228 Park Ave S,
New York, USA.

At Explority, we build first-of-its-kind AI to bring clarity to the earliest and riskiest stages of pharmaceutical research by forecasting which therapies are most likely to succeed. Explority AI web and mobile applications are properties of the Explority AI Inc., a company registered in the United States (File No. 10320493).
For all questions: support@explority.ai

Copyright © 2026 Explority AI Inc.

Explority AI logo

228 Park Ave S,
New York, USA.

At Explority, we build first-of-its-kind AI to bring clarity to the earliest and riskiest stages of pharmaceutical research by forecasting which therapies are most likely to succeed. Explority AI web and mobile applications are properties of the Explority AI Inc., a company registered in the United States (File No. 10320493).
For all questions: support@explority.ai

Copyright © 2026 Explority AI Inc.