AI Drug Discovery for Pharma and Biotech

Drug discovery

11

drugs

With orphan designations

Overview

GM1 gangliosidosis is an autosomal recessive lysosomal storage disorder caused by GLB1 gene mutations, resulting in deficient β-galactosidase activity and toxic accumulation of GM1 ganglioside in neurons. It is classified into infantile (type I, severe, <6 months onset), juvenile (type II, 18 months–5 years), and adult (type III, mildest, teenage onset) forms. Key features include neurodegeneration, developmental regression, seizures, hepatosplenomegaly, skeletal dysplasia, and cherry-red maculae. Life expectancy correlates with disease severity, ranging from <3 years in type I to variable survival in type III [1][4][7][9].

Population

Incidence: ~1:100,000–200,000 live births; type I most common. Higher prevalence in Malta (1:3,700), Japanese (type III), and Roma populations (carrier rate: ~1:50) [2][7][11].

Burden

High mortality (type I median survival: 20 months); progressive multisystem decline with neurocognitive impairment, respiratory/cardiac failure, and costly palliative needs. Late diagnosis exacerbates care challenges [4][7][11].

Therapies

Supportive care (seizure control, gastrostomy); investigational therapies include intravenous/intracisternal gene therapy (e.g., AXO-AAV-GM1), substrate reduction (miglustat/venglustat), and enzyme replacement [3][12][16]. No FDA-approved disease-modifying treatments [7][16].

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

Research Papers

181 drug discovery papers related to GM1 gangliosidosis, with 3 first-in-class and 4 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

181 drug discovery papers related to GM1 gangliosidosis, with 3 first-in-class and 4 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-06-26 | Infantile GM1 Gangliosidosis with Epilepsy Associated with a Same-Codon GLB1 Variant (c.808T>G/c.808T>C).

GM1 gangliosidosis is an autosomal recessive lysosomal storage disorder caused by a deficiency of β-galactosidase due to pathogenic variants in the GLB1 gene. Almost 300 pathogenic or likely pathogenic variants have been identified, associated with a phenotypic spectrum ranging from GM1 gangliosidosis to mucopolysaccharidosis type IVB. Disease severity is largely determined by the extent to which specific variants impair enzymatic catalytic activity, particularly through disruption of substrate recognition and binding within the active site. We report a patient with GM1 gangliosidosis type I harboring two pathogenic missense variants, c.808T>G (p.Tyr270Asp) and c.808T>C (p.Tyr270His), in a compound heterozygous state. To the best of our knowledge, this specific allelic combination has not been previously described. Both variants affect the same codon, resulting in distinct amino acid substitutions at position 270, a residue critically involved in maintaining the structural and functional integrity of the catalytic domain of β-galactosidase. Disruption at this site is expected to severely compromise enzymatic activity. Comparative analysis with previously reported cases carrying variants at the same residue, in either homozygous or compound heterozygous states, demonstrates a possible consistent association with the infantile form of GM1 gangliosidosis, characterized by a rapidly progressive neurodegenerative course and multisystem involvement. Collectively, these findings provide additional support for the hypothesis that codon 270 can be regarded as a critical functional hotspot within GLB1, where even distinct amino acid substitutions can result in profound enzymatic dysfunction and a severe early-onset phenotype.

Open article ↗



2026-06-08 | Identification of novel compound heterozygous mutations in the GLB1 gene by whole-exome sequencing in a case of infantile GM1 gangliosidosis: a case report.

GM1 gangliosidosis was a rare, fatal autosomal recessive lysosomal storage disorder caused by biallelic mutations in the GLB1 gene. Whole-exome sequencing (WES) was increasingly utilized to identify novel pathogenic variants in the GLB1 gene among undiagnosed pediatric cases. We reported a 9-month-old male infant with developmental delay, hepatomegaly, extensive Mongolian spots, and hypotonia. WES identified two novel compound heterozygous GLB1 variants: a paternal c.792 + 1G > A splice-site mutation and a maternal c.1572_1573insC(p.Gly525Argfs*7) frameshift mutation. Both were classified as pathogenic by ACMG guidelines. β-galactosidase activity was markedly deficient, confirming the diagnosis. The family received genetic counseling and opted for prenatal diagnosis in a subsequent pregnancy. At age 2 years, the patient exhibited an inability to speak or walk and had a history of recurrent severe pneumonia requiring multiple hospitalizations, with his overall condition currently managed supportively. Two novel pathogenic GLB1 mutations expanded the mutational spectrum of infantile GM1 gangliosidosis. WES with enzymatic validation enabled precise diagnosis, genetic counseling, and prenatal management. The development of targeted therapies remained imperative to alter the disease's natural course.

Open article ↗



2025-09-16 | MRI brain volumetric analysis of type II GM1 gangliosidosis patients treated with gene therapy

Motivation: Type II GM1 gangliosidosis is a rare disease that lacks reliable quantitative neural biomarkers to monitor disease progression. Goal(s): With the advent of gene therapy in treating GM1, we sought to quantify volumetrics of different brain regions known to be affected in GM1 patients. Approach: We quantified and tracked brain volumetric changes longitudinally on specific brain structures at different timepoints using MRI to evaluate disease progression/regression in GM1 patients treated with gene therapy and compared them to untreated patients and healthy controls. Results: We demonstrated the utility of brain volumetrics in assessing longitudinal brain region changes in gene therapy treated GM1 patients. Impact: Our study addressed the need for quantitative neural biomarkers in type II GM1 gangliosidosis which correlated with clinical markers. Through longitudinal brain volumetric analysis using MRI, we demonstrated the efficacy of gene therapy in monitoring disease progression/regression in GM1 patients.

Open article ↗



2026-06-26 | Infantile GM1 Gangliosidosis with Epilepsy Associated with a Same-Codon GLB1 Variant (c.808T>G/c.808T>C).

GM1 gangliosidosis is an autosomal recessive lysosomal storage disorder caused by a deficiency of β-galactosidase due to pathogenic variants in the GLB1 gene. Almost 300 pathogenic or likely pathogenic variants have been identified, associated with a phenotypic spectrum ranging from GM1 gangliosidosis to mucopolysaccharidosis type IVB. Disease severity is largely determined by the extent to which specific variants impair enzymatic catalytic activity, particularly through disruption of substrate recognition and binding within the active site. We report a patient with GM1 gangliosidosis type I harboring two pathogenic missense variants, c.808T>G (p.Tyr270Asp) and c.808T>C (p.Tyr270His), in a compound heterozygous state. To the best of our knowledge, this specific allelic combination has not been previously described. Both variants affect the same codon, resulting in distinct amino acid substitutions at position 270, a residue critically involved in maintaining the structural and functional integrity of the catalytic domain of β-galactosidase. Disruption at this site is expected to severely compromise enzymatic activity. Comparative analysis with previously reported cases carrying variants at the same residue, in either homozygous or compound heterozygous states, demonstrates a possible consistent association with the infantile form of GM1 gangliosidosis, characterized by a rapidly progressive neurodegenerative course and multisystem involvement. Collectively, these findings provide additional support for the hypothesis that codon 270 can be regarded as a critical functional hotspot within GLB1, where even distinct amino acid substitutions can result in profound enzymatic dysfunction and a severe early-onset phenotype.

Open article ↗



2026-06-08 | Identification of novel compound heterozygous mutations in the GLB1 gene by whole-exome sequencing in a case of infantile GM1 gangliosidosis: a case report.

GM1 gangliosidosis was a rare, fatal autosomal recessive lysosomal storage disorder caused by biallelic mutations in the GLB1 gene. Whole-exome sequencing (WES) was increasingly utilized to identify novel pathogenic variants in the GLB1 gene among undiagnosed pediatric cases. We reported a 9-month-old male infant with developmental delay, hepatomegaly, extensive Mongolian spots, and hypotonia. WES identified two novel compound heterozygous GLB1 variants: a paternal c.792 + 1G > A splice-site mutation and a maternal c.1572_1573insC(p.Gly525Argfs*7) frameshift mutation. Both were classified as pathogenic by ACMG guidelines. β-galactosidase activity was markedly deficient, confirming the diagnosis. The family received genetic counseling and opted for prenatal diagnosis in a subsequent pregnancy. At age 2 years, the patient exhibited an inability to speak or walk and had a history of recurrent severe pneumonia requiring multiple hospitalizations, with his overall condition currently managed supportively. Two novel pathogenic GLB1 mutations expanded the mutational spectrum of infantile GM1 gangliosidosis. WES with enzymatic validation enabled precise diagnosis, genetic counseling, and prenatal management. The development of targeted therapies remained imperative to alter the disease's natural course.

Open article ↗



2025-09-16 | MRI brain volumetric analysis of type II GM1 gangliosidosis patients treated with gene therapy

Motivation: Type II GM1 gangliosidosis is a rare disease that lacks reliable quantitative neural biomarkers to monitor disease progression. Goal(s): With the advent of gene therapy in treating GM1, we sought to quantify volumetrics of different brain regions known to be affected in GM1 patients. Approach: We quantified and tracked brain volumetric changes longitudinally on specific brain structures at different timepoints using MRI to evaluate disease progression/regression in GM1 patients treated with gene therapy and compared them to untreated patients and healthy controls. Results: We demonstrated the utility of brain volumetrics in assessing longitudinal brain region changes in gene therapy treated GM1 patients. Impact: Our study addressed the need for quantitative neural biomarkers in type II GM1 gangliosidosis which correlated with clinical markers. Through longitudinal brain volumetric analysis using MRI, we demonstrated the efficacy of gene therapy in monitoring disease progression/regression in GM1 patients.

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

11 orphan drug designations for GM1 gangliosidosis.

11 orphan drug designations for GM1 gangliosidosis.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

Autologous peripheral blood-derived CD34+ haematopoietic stem and progenitor cells transduced with a lentiviral vector containing the murine Glb1 gene

gene therapies

EMA

2025-10-22

Fondazione Telethon Ets

biphenyl-substituted L-ido configured deoxynojirimycin derivative or Fluorobiphenyl-Piperidinetriol

small molecules

FDA

2024-11-25

Azafaros BV

Nizubaglustat

small molecules

EMA

2024-06-28

Azafaros B.V.

Acetylleucine

small molecules

EMA

2022-10-11

IntraBio Ireland Limited

Aloxistatin

gene therapies

FDA

2022-05-10

DORPHAN SA

N-Acetyl-Leucine

gene therapies

FDA

2022-04-13

IntraBio Inc.

Adeno-associated virus serotype hu68 containing the human GLB1 gene

gene therapies

EMA

2020-10-19

FGK Representative Service GmbH

non-replicating recombinant adeno-associated virus serotype hu68 vector, which contains human GLB1 transgene encoding the galactosidase beta 1 enzyme

gene therapies

FDA

2020-04-16

GEMMA Biotherapeutics

Single stranded adeno-associated virus vector encoding beta-galactosidase-1

gene therapies

FDA

2019-11-14

UMass Chan Medical School

Adeno-associated viral vector serotype rh.10 expressing beta-galactosidase

gene therapies

EMA

2017-03-20

LYSOGENE

adeno-associated virus (AAV) serotype rh.10 expressing beta-galactosidase

gene therapies

FDA

2017-01-30

Lysogene, Inc.

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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.