AI Drug Discovery for Pharma and Biotech

Drug discovery

19

drugs

With orphan designations

Overview

Congenital isolated hyperinsulinism (CHI) is a rare genetic disorder causing persistent hypoglycemia due to dysregulated insulin secretion from pancreatic β-cells. It is the most common cause of severe, recurrent hypoglycemia in neonates and infants, with up to 50% risk of permanent neurocognitive impairment if untreated. Genetic mutations (e.g., ABCC8, KCNJ11) disrupt insulin regulation, leading to excessive secretion independent of blood glucose levels [1][4][7].

Population

Incidence ranges from 1:50,000 live births globally to 1:2,500 in consanguineous populations. Neonatal onset is most common, but presentations can occur through early adulthood [2][4][12].

Burden

  • Up to 25–50% risk of brain injury without prompt treatment [4][9].

  • High morbidity: Long-term neurodevelopmental delays, diabetes post-pancreatectomy, and pancreatic exocrine dysfunction in surgically treated cases [9][16].

  • Resource-intensive care: Requires frequent glucose monitoring, specialized centers, and multidisciplinary management [1][7].

Therapies

  • First-line: Diazoxide (KATP channel agonist) for diazoxide-responsive cases [4][16].

  • Second-line: Somatostatin analogs (octreotide, lanreotide) or glucagon for unresponsive cases; surgery (focal lesionectomy or subtotal pancreatectomy) for focal/diffuse forms [3][8][16].

  • Emergency: IV dextrose and glucagon to stabilize acute hypoglycemia [3][6].

Categories: rare endocrine diseases, rare genetic diseases, rare inborn errors of metabolism

Research Papers

697 drug discovery papers about Congenital isolated hyperinsulinism, with 2 first-in-class and 18 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

697 drug discovery papers about Congenital isolated hyperinsulinism, with 2 first-in-class and 18 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

2026-06-24 | Near-Total Pancreatectomy for Congenital Hyperinsulinemic Hypoglycemia: A Single-Center Experience From a Low-Resource Setting in Sudan

Background and objective Congenital hyperinsulinemic hypoglycemia (CHH) is the leading cause of persistent hypoglycemia in neonates and infants. In high-resource settings, diagnosis and management depend on rapid genetic testing and advanced imaging to differentiate focal from diffuse disease. However, in low-resource settings, limited diagnostic capacity and lack of access to medications often necessitate early surgical intervention. This study aimed to evaluate the clinical features, surgical intervention, and outcomes in infants undergoing pancreatectomy for congenital hyperinsulinism at Al Ribat University Hospital, Sudan. Methods A retrospective descriptive study was conducted, involving all pediatric patients who underwent pancreatectomy for CHH from January 2019 to December 2024. Data were extracted from operative logs and medical records, including demographics, diagnostic investigations, medical therapy, surgical procedures, postoperative complications, histopathology, and one-year outcomes. Descriptive statistics and appropriate inferential statistical tests were used for the analysis. Results Thirty-two patients were included, of whom 19 (59.4%) were female. The majority were diagnosed during the first week of life (n = 19, 59.4%). Diazoxide was administered to 30 (93.75%) patients, with only eight (26.7%) showing a therapeutic response. Restricted access to genetic testing (n = 8, 25%) and imaging (n = 6, 18.8%) resulted in the predominance of near-total pancreatectomy (n = 31, 96.9%). Intraoperative complications were minimal, with bleeding occurring in two cases (6.25%) and vascular injury in one case (3.1%). Early postoperative hypoglycemia was noted in 13 patients (40.6%), whereas hyperglycemia was noted in one patient (3.1%). Surgical complications included wound infection in seven patients (21.9%) and intestinal obstruction in one patient (3.1%). Histopathology confirmed CHH in all cases, with diffuse disease in 27 patients (84.4%). During a one-year follow-up period, three patients (9.4%) died, including two (6.3%) due to recurrent hypoglycemia. Conclusions Near-total pancreatectomy remains a practical and life-saving option for infants with medically unresponsive CHH in low-resource settings where diagnostic and pharmacologic limitations restrict individualized care. Despite limited access to preoperative localization and the predominance of diffuse disease, surgical outcomes were acceptable, with low intraoperative morbidity and manageable rates of postoperative complications. Persistent postoperative hypoglycemia and late mortality highlight the need for structured endocrine follow-up and improved access to medical therapy. Strengthening diagnostic capacity, ensuring medication availability, and establishing coordinated multidisciplinary care pathways are essential to improving long-term outcomes for children with CHH in resource-limited environments.

Open article ↗



2026-06-10 | Structural basis of insulin receptor antagonism by bivalent site 1-site 2 ligands S961 and Ins-AC-S2.

Congenital hyperinsulinism is a rare genetic disease characterized by overproduction of insulin. One class of potential treatments is insulin receptor antagonists like S961 and Ins-AC-S2, which comprise segments for binding each of the two insulin-binding sites (site 1 and site 2) on the receptor. Notably, S597 - containing the same receptor binding segments as S961 but in the opposite order (site 2-site 1) - is an insulin receptor agonist rather than an antagonist. Using cryo-EM, we show how both S961 and Ins-AC-S2 bind an inactive conformation of the receptor, thereby explaining their antagonism. Furthermore, our structures reveal how agonist vs. antagonist activity is influenced by the order of site 1- and site 2-binding modules in bivalent ligands. Additionally, we show subtle differences between the receptor-binding mechanisms of S961 and Ins-AC-S2, which include displacement or engagement of αCT, and a binding interface between the Ins-AC-S2 insulin and the receptor FnIII-2/insert domains. These structural insights may inform development of next generation insulin receptor antagonists for treatment of congenital hyperinsulinism.

Open article ↗



2026-06-01 | Beyond BRUE (Brief Resolved Unexplained Event): Recurrent Unexplained Events Revealing Congenital Hyperinsulinism in Infancy.

Brief resolved unexplained events (BRUEs) are uncommon yet clinically significant presentations in infancy that require careful risk stratification, as recurrent episodes may herald serious occult pathology. We report a four-month-old term female infant with a notable family history of sudden unexplained sibling deaths who was admitted to and later discharged from our institution twice for recurrent BRUE episodes following an initially unrevealing workup. She subsequently presented again with vomiting, diarrhea, dehydration, metabolic acidosis, and persistent hypoglycemia, necessitating admission to the pediatric intensive care unit (PICU).  During PICU admission, the infant developed recurrent hypoglycemia despite escalating intravenous glucose infusion rates (GIRs). Critical sampling demonstrated inappropriately detectable insulin and C-peptide, absent ketonuria, suppressed β-hydroxybutyrate, and a diagnostically significant glycemic response to glucagon, confirming hyperinsulinemic hypoglycemia (HH) consistent with congenital hyperinsulinism (CHI). She responded promptly to diazoxide and hydrochlorothiazide, allowing successful weaning from intravenous glucose and transition to full oral feeds. This case compellingly demonstrates how seemingly benign recurrent BRUE episodes may, in fact, constitute the earliest clinical clue to a serious yet treatable occult disorder.

Open article ↗



2026-06-24 | Near-Total Pancreatectomy for Congenital Hyperinsulinemic Hypoglycemia: A Single-Center Experience From a Low-Resource Setting in Sudan

Background and objective Congenital hyperinsulinemic hypoglycemia (CHH) is the leading cause of persistent hypoglycemia in neonates and infants. In high-resource settings, diagnosis and management depend on rapid genetic testing and advanced imaging to differentiate focal from diffuse disease. However, in low-resource settings, limited diagnostic capacity and lack of access to medications often necessitate early surgical intervention. This study aimed to evaluate the clinical features, surgical intervention, and outcomes in infants undergoing pancreatectomy for congenital hyperinsulinism at Al Ribat University Hospital, Sudan. Methods A retrospective descriptive study was conducted, involving all pediatric patients who underwent pancreatectomy for CHH from January 2019 to December 2024. Data were extracted from operative logs and medical records, including demographics, diagnostic investigations, medical therapy, surgical procedures, postoperative complications, histopathology, and one-year outcomes. Descriptive statistics and appropriate inferential statistical tests were used for the analysis. Results Thirty-two patients were included, of whom 19 (59.4%) were female. The majority were diagnosed during the first week of life (n = 19, 59.4%). Diazoxide was administered to 30 (93.75%) patients, with only eight (26.7%) showing a therapeutic response. Restricted access to genetic testing (n = 8, 25%) and imaging (n = 6, 18.8%) resulted in the predominance of near-total pancreatectomy (n = 31, 96.9%). Intraoperative complications were minimal, with bleeding occurring in two cases (6.25%) and vascular injury in one case (3.1%). Early postoperative hypoglycemia was noted in 13 patients (40.6%), whereas hyperglycemia was noted in one patient (3.1%). Surgical complications included wound infection in seven patients (21.9%) and intestinal obstruction in one patient (3.1%). Histopathology confirmed CHH in all cases, with diffuse disease in 27 patients (84.4%). During a one-year follow-up period, three patients (9.4%) died, including two (6.3%) due to recurrent hypoglycemia. Conclusions Near-total pancreatectomy remains a practical and life-saving option for infants with medically unresponsive CHH in low-resource settings where diagnostic and pharmacologic limitations restrict individualized care. Despite limited access to preoperative localization and the predominance of diffuse disease, surgical outcomes were acceptable, with low intraoperative morbidity and manageable rates of postoperative complications. Persistent postoperative hypoglycemia and late mortality highlight the need for structured endocrine follow-up and improved access to medical therapy. Strengthening diagnostic capacity, ensuring medication availability, and establishing coordinated multidisciplinary care pathways are essential to improving long-term outcomes for children with CHH in resource-limited environments.

Open article ↗



2026-06-10 | Structural basis of insulin receptor antagonism by bivalent site 1-site 2 ligands S961 and Ins-AC-S2.

Congenital hyperinsulinism is a rare genetic disease characterized by overproduction of insulin. One class of potential treatments is insulin receptor antagonists like S961 and Ins-AC-S2, which comprise segments for binding each of the two insulin-binding sites (site 1 and site 2) on the receptor. Notably, S597 - containing the same receptor binding segments as S961 but in the opposite order (site 2-site 1) - is an insulin receptor agonist rather than an antagonist. Using cryo-EM, we show how both S961 and Ins-AC-S2 bind an inactive conformation of the receptor, thereby explaining their antagonism. Furthermore, our structures reveal how agonist vs. antagonist activity is influenced by the order of site 1- and site 2-binding modules in bivalent ligands. Additionally, we show subtle differences between the receptor-binding mechanisms of S961 and Ins-AC-S2, which include displacement or engagement of αCT, and a binding interface between the Ins-AC-S2 insulin and the receptor FnIII-2/insert domains. These structural insights may inform development of next generation insulin receptor antagonists for treatment of congenital hyperinsulinism.

Open article ↗



2026-06-01 | Beyond BRUE (Brief Resolved Unexplained Event): Recurrent Unexplained Events Revealing Congenital Hyperinsulinism in Infancy.

Brief resolved unexplained events (BRUEs) are uncommon yet clinically significant presentations in infancy that require careful risk stratification, as recurrent episodes may herald serious occult pathology. We report a four-month-old term female infant with a notable family history of sudden unexplained sibling deaths who was admitted to and later discharged from our institution twice for recurrent BRUE episodes following an initially unrevealing workup. She subsequently presented again with vomiting, diarrhea, dehydration, metabolic acidosis, and persistent hypoglycemia, necessitating admission to the pediatric intensive care unit (PICU).  During PICU admission, the infant developed recurrent hypoglycemia despite escalating intravenous glucose infusion rates (GIRs). Critical sampling demonstrated inappropriately detectable insulin and C-peptide, absent ketonuria, suppressed β-hydroxybutyrate, and a diagnostically significant glycemic response to glucagon, confirming hyperinsulinemic hypoglycemia (HH) consistent with congenital hyperinsulinism (CHI). She responded promptly to diazoxide and hydrochlorothiazide, allowing successful weaning from intravenous glucose and transition to full oral feeds. This case compellingly demonstrates how seemingly benign recurrent BRUE episodes may, in fact, constitute the earliest clinical clue to a serious yet treatable occult disorder.

Open article ↗



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

Drug Discovery Landscape

19 orphan drug designations for Congenital isolated hyperinsulinism.

19 orphan drug designations for Congenital isolated hyperinsulinism.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

solution stable glucagon analog

peptides

FDA

2024-06-17

AmideBio, Inc.

Pegylated Glucagon Receptor Agonist

peptides

FDA

2021-05-17

Pegbio Co. Ltd.

Zavolosotine

small molecules

EMA

2020-12-09

Crinetics Pharmaceuticals Europe GmbH

solution stable glucagon analog

peptides

FDA

2020-04-20

AmideBio

Exendin (9-39)

peptides

EMA

2019-11-13

Amylyx Pharmaceuticals EMEA B.V.

Glucagon analogue linked to a human immunoglobulin Fc fragment

proteins

EMA

2018-05-25

JVM Europe B.V.

glucagon analog conjugated with human immunoglobulin G4 fragment

proteins

FDA

2018-02-01

Hanmi Pharmaceutical Company, Ltd.

glucagon (ready-to-use)

peptides

FDA

2018-01-24

Xeris Pharmaceuticals, Inc.

dihydroxyphenylalanine F 18/Fluorodopa (F18)

small molecules

FDA

2018-01-22

Society of Nuclear Medicine and Molecular Imaging

dasiglucagon

peptides

FDA

2017-08-10

Zealand Pharma A/S

Synthetic glucagon analogue modified to contain 7 amino acid substitutions

peptides

EMA

2017-06-20

Zealand Pharma A/S

avexitide

peptides

FDA

2016-12-08

Amylyx Pharmaceuticals, Inc.

Recombinant human monoclonal antibody to insulin receptor

antibodies

EMA

2016-07-14

Rezolute (Bio) Ireland Limited

fully human IgG2 monoclonal antibody that binds insulin receptors

antibodies

FDA

2015-06-09

Rezolute, Inc.

Glucagon

peptides

EMA

2014-10-15

S-cubed Pharmaceutical Services ApS

glucagon infusion

peptides

FDA

2014-09-25

Xeris Pharmaceuticals, Inc.

glucagon

peptides

FDA

2012-12-05

Biodel, Inc.

Glucagon

peptides

EMA

2012-03-05

Biodel UK Limited

exendin-(9-39)

peptides

FDA

2011-06-01

The Children's Hospital of Philadelphia

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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.