AI Drug Discovery for Pharma and Biotech

Drug discovery

10

drugs

With orphan designations

Overview

Crigler-Najjar syndrome (CNS) is a rare autosomal recessive disorder caused by UGT1A1 mutations, impairing bilirubin conjugation and leading to severe unconjugated hyperbilirubinemia. Type 1 (CN1) features absent UDP-glucuronosyltransferase activity, requiring aggressive intervention to prevent kernicterus, while type 2 (CN2) retains partial enzyme function, managed with pharmacotherapy. Current treatments include phototherapy, phenobarbital (CN2), and liver transplantation (CN1), with emerging gene therapies under investigation [1][3][6][12].

Population

  • Incidence: ~1 per 1 million live births globally, but clusters occur in founder populations (e.g., Old Order Amish: 1/2,124 births) [2][6][12][15].

  • Sex distribution: Equal male-to-female ratio [12][17].

Burden

  • Clinical: 10.7% develop kernicterus despite treatment; liver fibrosis occurs in 19.5% [13][18].

  • Quality of life: Phototherapy adherence challenges (e.g., time commitment, skin thickness effects) [4][9][18].

  • Economic: Liver transplantation costs and lifelong immunosuppression [4][9][13].

Therapies

  • CN1:

  • Daily phototherapy (≥12 hours) to reduce bilirubin [3][9][15].

  • Liver transplantation as curative intervention (5-year survival: 81–95%) [3][8][13].

  • CN2: Phenobarbital to induce residual enzyme activity [3][5][9].

  • Emerging therapies: AAV-based gene therapy trials (e.g., GNT-0003) and hepatocyte transplantation [8][11][15].

Categories: rare genetic diseases, rare hepatic diseases, rare inborn errors of metabolism, rare transplant-related disorders

Research Papers

419 drug discovery papers about Crigler-Najjar syndrome, with 2 first-in-class and 1 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

419 drug discovery papers about Crigler-Najjar syndrome, with 2 first-in-class and 1 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

2026-05-29 | Rewriting hepatic fate: emerging gene therapy strategies for liver disease

Several anatomical and physiological features make the liver particularly suitable for gene-based therapeutic strategies, including its extensive vascularization, fenestrated sinusoidal endothelium, and high metabolic capacity. In the past decade, liver-directed gene therapies have evolved from experimental concepts to clinical applications for various inherited and systemic disorders. Adeno-associated viral vectors, lentiviral systems, and lipid nanoparticles are currently the main platforms for delivering therapeutic genes and genome-editing tools to hepatocytes. Genome editing technologies such as CRISPR-Cas nucleases, base editors, and prime editors have enabled more precise modification of endogenous loci. Early clinical studies in disorders like hemophilia, transthyretin amyloidosis, ornithine transcarbamylase deficiency, and Crigler-Najjar syndrome show that partial correction of hepatic gene function can lead to meaningful clinical benefits. However, several challenges hinder broader clinical implementation, including immune responses to viral capsids and nanoparticle components, dose-dependent toxicity, limited packaging capacity of some vectors, and uncertainties about long-term safety and durability, especially in pediatric populations. Efficient and cell-type-specific delivery beyond hepatocytes remains a major challenge, particularly for diseases driven by non-parenchymal cells or malignant transformation. This article discusses recent advancements in delivery technologies and genome editing approaches for liver disease, as well as current translational barriers and emerging strategies aimed at enhancing specificity, durability, and safety. Collectively, these advances suggest that increasingly precise and programmable gene-based interventions may play a central role in future therapies for a broad spectrum of liver diseases.

Open article ↗



2026-05-21 | Case Report: Retransplantation for Adult-Onset Bilirubin Encephalopathy After Auxiliary Partial Liver Transplant for Crigler-Najjar Syndrome Type 1 in Childhood.

Crigler-Najjar syndrome (CNS) type 1 is a genetic disorder that leads to severe unconjugated hyperbilirubinemia. Auxiliary partial orthotopic liver transplantation (APOLT) is preferred for metabolic liver diseases as a portion of the native liver is retained. Reported here are details of a 32-year-old male who developed bilirubin encephalopathy due to graft failure 27 years after APOLT performed at 5-year-old for CNS type 1. Initially, the bilirubin level was low, which then gradually increased to 7.3 mg/dL at age 12. At the age of 31, the bilirubin level began to rise rapidly and we submitted a request for deceased donor liver transplantation (DDLT) to the Committee for the Evaluation of Indications for DDLT in Japan. However, that was deemed as not indicated, because unconjugated bilirubin-dominant hyperbilirubinemia alone is generally not considered to cause encephalopathy in adults. Despite the high bilirubin level, the patient remained neurologically asymptomatic until occurrence of acute decompensation. At 32 years old, he was admitted on an emergency basis to our hospital with severe hyperbilirubinemia and neurological symptoms. After managing his general condition with intensive care, DDLT was finally performed, resulting in a drastic resolution of various symptoms. The findings in this case show that bilirubin-induced neurotoxicity in adults may be reversible and indicate that the current liver transplantation criteria used in Japan, which limit eligibility for CNS to pediatric patients, may have contributed to delayed transplantation. Re-evaluation of the transplant eligibility criteria is necessary to allow for a more inclusive approach that encompasses adult patients.

Open article ↗



2026-01-09 | Engineering Liver-Specific Promoters: A Comprehensive Review of Design, Mechanisms, and Clinical Applications in Gene Therapy.

The liver is a primary metabolic hub and a pivotal target for gene therapy, owing to its capacity for protein secretion, role in metabolic homeostasis and immune tolerance. Liver-directed gene therapies are used to treat numerous inherited metabolic disorders and coagulation factor deficiencies including hemophilia (A and B), Crigler-Najjar syndrome, mucopolysaccharidoses, phenylketonuria, Fabry, Gaucher, Wilson and Pompe diseases. The efficacy and safety of liver-directed gene therapy rely on the use of strong tissue-specific promoters. To date, there are many different liver-specific promoters used in preclinical and clinical studies, including novel completely synthetic promoters. This review provides a comprehensive analysis of the design, engineering and application of liver-specific promoters. Furthermore, we discuss fundamental principles of gene expression regulation in the liver and the physiological and immunological characteristics that make it a suitable target organ for gene therapy delivery.

Open article ↗



2026-05-29 | Rewriting hepatic fate: emerging gene therapy strategies for liver disease

Several anatomical and physiological features make the liver particularly suitable for gene-based therapeutic strategies, including its extensive vascularization, fenestrated sinusoidal endothelium, and high metabolic capacity. In the past decade, liver-directed gene therapies have evolved from experimental concepts to clinical applications for various inherited and systemic disorders. Adeno-associated viral vectors, lentiviral systems, and lipid nanoparticles are currently the main platforms for delivering therapeutic genes and genome-editing tools to hepatocytes. Genome editing technologies such as CRISPR-Cas nucleases, base editors, and prime editors have enabled more precise modification of endogenous loci. Early clinical studies in disorders like hemophilia, transthyretin amyloidosis, ornithine transcarbamylase deficiency, and Crigler-Najjar syndrome show that partial correction of hepatic gene function can lead to meaningful clinical benefits. However, several challenges hinder broader clinical implementation, including immune responses to viral capsids and nanoparticle components, dose-dependent toxicity, limited packaging capacity of some vectors, and uncertainties about long-term safety and durability, especially in pediatric populations. Efficient and cell-type-specific delivery beyond hepatocytes remains a major challenge, particularly for diseases driven by non-parenchymal cells or malignant transformation. This article discusses recent advancements in delivery technologies and genome editing approaches for liver disease, as well as current translational barriers and emerging strategies aimed at enhancing specificity, durability, and safety. Collectively, these advances suggest that increasingly precise and programmable gene-based interventions may play a central role in future therapies for a broad spectrum of liver diseases.

Open article ↗



2026-05-21 | Case Report: Retransplantation for Adult-Onset Bilirubin Encephalopathy After Auxiliary Partial Liver Transplant for Crigler-Najjar Syndrome Type 1 in Childhood.

Crigler-Najjar syndrome (CNS) type 1 is a genetic disorder that leads to severe unconjugated hyperbilirubinemia. Auxiliary partial orthotopic liver transplantation (APOLT) is preferred for metabolic liver diseases as a portion of the native liver is retained. Reported here are details of a 32-year-old male who developed bilirubin encephalopathy due to graft failure 27 years after APOLT performed at 5-year-old for CNS type 1. Initially, the bilirubin level was low, which then gradually increased to 7.3 mg/dL at age 12. At the age of 31, the bilirubin level began to rise rapidly and we submitted a request for deceased donor liver transplantation (DDLT) to the Committee for the Evaluation of Indications for DDLT in Japan. However, that was deemed as not indicated, because unconjugated bilirubin-dominant hyperbilirubinemia alone is generally not considered to cause encephalopathy in adults. Despite the high bilirubin level, the patient remained neurologically asymptomatic until occurrence of acute decompensation. At 32 years old, he was admitted on an emergency basis to our hospital with severe hyperbilirubinemia and neurological symptoms. After managing his general condition with intensive care, DDLT was finally performed, resulting in a drastic resolution of various symptoms. The findings in this case show that bilirubin-induced neurotoxicity in adults may be reversible and indicate that the current liver transplantation criteria used in Japan, which limit eligibility for CNS to pediatric patients, may have contributed to delayed transplantation. Re-evaluation of the transplant eligibility criteria is necessary to allow for a more inclusive approach that encompasses adult patients.

Open article ↗



2026-01-09 | Engineering Liver-Specific Promoters: A Comprehensive Review of Design, Mechanisms, and Clinical Applications in Gene Therapy.

The liver is a primary metabolic hub and a pivotal target for gene therapy, owing to its capacity for protein secretion, role in metabolic homeostasis and immune tolerance. Liver-directed gene therapies are used to treat numerous inherited metabolic disorders and coagulation factor deficiencies including hemophilia (A and B), Crigler-Najjar syndrome, mucopolysaccharidoses, phenylketonuria, Fabry, Gaucher, Wilson and Pompe diseases. The efficacy and safety of liver-directed gene therapy rely on the use of strong tissue-specific promoters. To date, there are many different liver-specific promoters used in preclinical and clinical studies, including novel completely synthetic promoters. This review provides a comprehensive analysis of the design, engineering and application of liver-specific promoters. Furthermore, we discuss fundamental principles of gene expression regulation in the liver and the physiological and immunological characteristics that make it a suitable target organ for gene therapy delivery.

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

10 orphan drug designations for Crigler-Najjar syndrome.

10 orphan drug designations for Crigler-Najjar syndrome.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

rAAV8-hUGT1A1

gene therapies

FDA

2024-10-29

Genethon

Volrubigene ralaparvovec

gene therapies

EMA

2016-11-18

Audentes Therapeutics UK Limited

modified mRNA encoding UGT1A1 protein, formulated in lipid nanoparticles

RNAs

FDA

2016-07-05

Moderna Therapeutics, Inc.

Modified mRNA encoding the UGT1A1 protein

RNAs

EMA

2016-06-27

Moderna Biotech Spain S.L.

non-replicating recombinant adeno-associated viral vector, serotype 8, expressing the 1A1 isoform of the bilirubin-uridine diphosphate glucuronosyltransferase gene

gene therapies

FDA

2016-05-24

Audentes Therapeutics, Inc.

Adeno-associated viral vector serotype 8 containing the human UGT1A1 gene

gene therapies

EMA

2014-10-15

Généthon

Volrubigene ralaparvovec

gene therapies

EMA

2014-08-22

Fondazione Telethon Ets

heterologous human liver derived progenitor cells

cell therapies

FDA

2012-03-09

Promethera Biosciences

Heterologous human adult liver derived stem cells

cell therapies

EMA

2007-11-29

Cellaion

Flumecinol

small molecules

FDA

1985-01-15

Farmacon, Inc.

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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.