AI Drug Discovery for Pharma and Biotech

Drug discovery

6

drugs

With orphan designations

Overview

Alagille syndrome is a multisystem autosomal dominant disorder caused by JAG1 or NOTCH2 gene mutations, disrupting Notch signaling [2][10]. It primarily manifests as cholestasis due to bile duct paucity, with characteristic facial features, cardiac anomalies (e.g., pulmonic stenosis), and ocular/skeletal involvement [1][5][7]. Disease severity varies widely, ranging from asymptomatic carriers to life-threatening liver/cardiac complications [4][11].

Population

  • Prevalence: ~1:30,000–50,000 live births [11][19]

  • 30-50% inherit mutations; remaining cases are de novo [2][11]

  • Diagnosed via clinical criteria (3/5 features: cholestasis, cardiac defects, butterfly vertebrae, embryotoxon, facial dysmorphism) ± genetic testing [5][18]

Burden

  • 11-35% mortality over decades, primarily from cardiac/vascular complications [4][15]

  • 66-88% experience debilitating pruritus; 30-40% develop xanthomas [10][13]

  • Impaired HRQoL scores (PedsQL 4.0: 57.1 vs 83.3 in controls) [13], frequent hospitalizations, and high transplant-related costs [9][13]

Therapies

  • Medical: IBAT inhibitors (maralixibat/odevixibat) for pruritus [8][20], ursodiol, rifampin, antihistamines [12][16], and fat-soluble vitamin supplementation [3][14]

  • Surgical: Partial external biliary diversion for refractory pruritus; liver transplantation in 15-47% by adolescence [3][16]

  • Supportive: High-calorie diets, MCT-rich formulas, gastrostomy feeding for growth failure [3][16]

Categories: rare abdominal surgical diseases, rare cardiac malformations, rare developmental anomalies during embryogenesis, rare genetic diseases, rare hepatic diseases, rare neoplastic diseases, rare ophthalmic disorders, rare renal diseases, rare transplant-related disorders

Research Papers

315 drug discovery papers related to Alagille syndrome, with 5 first-in-class and 4 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

315 drug discovery papers related to Alagille syndrome, with 5 first-in-class and 4 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-06-18 | Use of genetic analysis in adult cholestatic liver disease: lessons from progressive paediatric syndromes and cohort studies.

The increasing availability and decreasing costs of DNA sequencing have resulted in the re-grouping of rare, severe paediatric cases of progressive familial intrahepatic cholestasis (PFIC) with more frequent, later-onset cases of cholestasis (eg, intrahepatic cholestasis of pregnancy, benign recurrent intrahepatic cholestasis, low phospholipid-associated cholelithiasis) under the umbrella of genetic cholestasis. The common denominator is the presence of functional variants in the PFIC-associated genes, predominantly in ABCB4, ABCB11 and ATP8B1, which cause PFIC types 1-3. Several other congenital diseases such as Alagille syndrome and alpha1-antitrypsin deficiency comprise cholestatic pruritus as frequent symptoms.With the availability of intestinal bile acid transporter inhibitors (IBATi) as new and efficacious therapeutics for pruritus, the most debilitating symptom of PFIC, it is essential to envision their usefulness for patients with later-onset cholestatic liver disease suffering from pruritus.In this review, we summarise published studies on the genetic makeup of patients with paediatric, juvenile and adult-onset cholestasis, and discuss their findings with respect to genotype-specific treatment with IBATi, ursodeoxycholic acid, or alternative drugs. The aim is to provide an overview of the genetic variants likely to be encountered in future sequencing investigations of patients with cholestatic liver diseases, and how to translate this genetic information into personalised treatment recommendations.

Open article ↗



2026-05-04 | From supportive to targeted treatment strategies: the changing landscape of therapeutics in Alagille syndrome

1. Alagille syndrome (ALGS) is an autosomal dominant developmental disorder characterized by highly variable, multisystem involvement and caused by pathogenic variants in the genes Jagged1 (JAG1) a...

Open article ↗



2026-06-18 | Use of genetic analysis in adult cholestatic liver disease: lessons from progressive paediatric syndromes and cohort studies.

The increasing availability and decreasing costs of DNA sequencing have resulted in the re-grouping of rare, severe paediatric cases of progressive familial intrahepatic cholestasis (PFIC) with more frequent, later-onset cases of cholestasis (eg, intrahepatic cholestasis of pregnancy, benign recurrent intrahepatic cholestasis, low phospholipid-associated cholelithiasis) under the umbrella of genetic cholestasis. The common denominator is the presence of functional variants in the PFIC-associated genes, predominantly in ABCB4, ABCB11 and ATP8B1, which cause PFIC types 1-3. Several other congenital diseases such as Alagille syndrome and alpha1-antitrypsin deficiency comprise cholestatic pruritus as frequent symptoms.With the availability of intestinal bile acid transporter inhibitors (IBATi) as new and efficacious therapeutics for pruritus, the most debilitating symptom of PFIC, it is essential to envision their usefulness for patients with later-onset cholestatic liver disease suffering from pruritus.In this review, we summarise published studies on the genetic makeup of patients with paediatric, juvenile and adult-onset cholestasis, and discuss their findings with respect to genotype-specific treatment with IBATi, ursodeoxycholic acid, or alternative drugs. The aim is to provide an overview of the genetic variants likely to be encountered in future sequencing investigations of patients with cholestatic liver diseases, and how to translate this genetic information into personalised treatment recommendations.

Open article ↗



2026-05-04 | From supportive to targeted treatment strategies: the changing landscape of therapeutics in Alagille syndrome

1. Alagille syndrome (ALGS) is an autosomal dominant developmental disorder characterized by highly variable, multisystem involvement and caused by pathogenic variants in the genes Jagged1 (JAG1) a...

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

6 orphan drug designations for Alagille syndrome, including 3 approved therapies.

6 orphan drug designations for Alagille syndrome, including 3 approved therapies.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

27mer antisense oligonucleotide with methoxyethyl, 2'-O-methyl, and phosphorothioate modifications

oligonucleotides

FDA

2024-10-24

Arnatar Therapeutics, Inc.

odevixibat [Bylvay]

small molecules

FDA

2018-10-15

2023-06-13

Ipsen Biopharmaceuticals, Inc.

(4R,5R)-1-[[4-[[4-[3,3-dibutyl-7-(dimethylamino)-2,3,4,5-tetrahydro-4-hydroxy-1,1-dioxido-1-benzothiepin-5-yl]phenoxy]methyl]phenyl]methyl]-4-aza-1-azoniabicyclo[2.2.2]octane chloride [Livmarli]

small molecules

EMA

2013-12-18

2022-12-12

Mirum Pharmaceuticals International B.V.

maralixibat [Livmarli]

small molecules

FDA

2013-09-04

2021-09-29

Mirum Pharmaceuticals, Inc.

Odevixibat sesquihydrate [Bylvay]

small molecules

EMA

2012-08-09

Albireo AB

Buffered Ursodeoxycholic Acid

small molecules

FDA

2004-09-03

Digestive Care, Inc.

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.

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.

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.