AI Drug Discovery for Pharma and Biotech

Drug discovery

1

drug

With orphan designation

Overview

Mucopolysaccharidosis type IV (MPS IV/Morquio syndrome) is an autosomal recessive lysosomal storage disorder caused by deficient GALNS (IVA) or GLB1 (IVB) enzymes, leading to keratan/chondroitin sulfate accumulation. It manifests with severe skeletal dysplasia, short stature, spinal instability, joint hypermobility, cardiopulmonary compromise, and corneal clouding, while preserving cognition. Life-threatening complications include cervical spinal cord compression and tracheal obstruction [1][11][12][15].

Population

  • Global birth prevalence ranges from ~1/200,000 to 1/1,500,000 [1][7][11]

  • MPS IVA accounts for >95% of cases [15]; IVB shows milder skeletal involvement [1][12]

Burden

  • Progressive disability: 50% require wheelchairs by adolescence; frequent orthopedic surgeries [1][8][15]

  • Reduced lifespan: Untreated IVA survival ≤30 years; managed cases may reach 50-70 years [1][8][15]

  • High care costs: ERT ($300,000-$500,000/year) and recurrent hospitalizations [9][16][17]

Therapies

  • IVA: Weekly IV elosulfase alfa (ERT) improves endurance/respiratory function [6][8][13]; hematopoietic stem cell transplantation (HSCT) has limited skeletal benefits [8][16]

  • Surgical: Spinal fusion for cervical instability, tracheal reconstruction, and joint surgeries [8][12][17]

  • Supportive: Multidisciplinary care for respiratory, cardiac, and pain management [8][12][15]

Categories: rare bone diseases, rare developmental anomalies during embryogenesis, rare genetic diseases, rare inborn errors of metabolism, rare ophthalmic disorders, rare transplant-related disorders

Research Papers

228 drug discovery papers related to Mucopolysaccharidosis type 4, with 5 first-in-class and 0 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

228 drug discovery papers related to Mucopolysaccharidosis type 4, with 5 first-in-class and 0 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-05-04 | Development of Small-Molecule Allosteric Modulators of Beta-Galactosidase (β-Gal) for the Treatment of GM1 Gangliosidosis and Morquio B.

GM1 gangliosidosis and Morquio B are rare lysosomal storage disorders (LSDs) with significant unmet medical needs. These disorders result from mutations in the galactosidase beta 1 (GLB1) gene, leading to impaired β-galactosidase (β-Gal) activity and toxic substrate accumulation. The lack of approved disease-modifying therapies for GM1 gangliosidosis and Morquio B, along with the challenges of achieving effective central nervous system delivery, has driven interest in small-molecule pharmacological chaperones (PCs) to restore β-Gal stability and function. Using Gain Therapeutics' Magellan™ platform, a novel allosteric binding site on β-Gal was identified, enabling the discovery of a new class of Structurally Targeted Allosteric Regulators (STARs). Medicinal chemistry optimization produced a structurally unique STAR compound series, demonstrating broad β-Gal stabilizing effects. The therapeutic potential of these compounds was evaluated in vitro using a canine fibroblast model of GM1 gangliosidosis, where they were shown to significantly reduce toxic GM1 ganglioside accumulation. Immunocytochemistry-based assays confirmed substrate clearance and provided reliable structure-activity relationships, guiding further compound development. Notably, STARs achieved greater substrate clearance than the competitive PC N-nonyl-deoxygalactonojirimycin (NN-DGJ) under the conditions tested, as demonstrated by immunocytochemistry-based assays. While these findings are encouraging, further in vivo studies are required to validate the therapeutic efficacy of these few STAR compounds, particularly in addressing the neurodegenerative aspects of GM1 gangliosidosis. This study underscores the potential of the Magellan platform in identifying STAR molecules and provides a strong foundation for further optimization and preclinical validation in GLB1-related disorders, particularly GM1 gangliosidosis.

Open article ↗


2026-03-14 | AAV Gene Therapy for MPS IVA with Induction of Immune Tolerance via Oral Administration of Epitope Peptides of N-Acetylgalactosamine-6-sulfate Sulfatase.

Mucopolysaccharidosis IVA (MPS IVA) is caused by the accumulation of undegraded glycosaminoglycans due to the deficiency of the N-acetylgalactosamine-6-sulfate sulfatase (GALNS) enzyme. MPS IVA manifests as progressive systemic skeletal dysplasia. Gene therapy (GT) is potentially a one-time treatment in which the enzyme is continuously produced, circulated, and delivered to target tissues. However, immune responses to gene products can diminish therapeutic efficacy. We hypothesized that oral delivery of tolerogenic peptides induces immune tolerance to human GALNS (hGALNS) in MPS IVA mice, enhancing therapeutic efficacy. Neonatal mice deficient in mouse GALNS (mGALNS) were treated orally with three T-cell/B-cell epitope peptides or hGALNS protein on alternate days from day 3 after birth to day 20 before intravenous injection with AAV9 vectors encoding human GALNS on day 30. The results are encouraging, with anti-hGALNS antibodies undetectable in the plasma of orally administered peptide groups. hGALNS enzyme activities in plasma and tissues were higher in the orally treated groups than in the non-tolerized control group. Keratan sulfate levels in plasma, liver, and bone were normalized. Complete correction for heart vacuolization was achieved in peptide-treated groups, and partial correction for bone pathology was observed in all GT-treated groups. Overall, oral tolerance induction using immunodominant peptides promises to significantly enhance the efficacy of AAV-GT for MPS IVA.

Open article ↗



2026-05-04 | Development of Small-Molecule Allosteric Modulators of Beta-Galactosidase (β-Gal) for the Treatment of GM1 Gangliosidosis and Morquio B.

GM1 gangliosidosis and Morquio B are rare lysosomal storage disorders (LSDs) with significant unmet medical needs. These disorders result from mutations in the galactosidase beta 1 (GLB1) gene, leading to impaired β-galactosidase (β-Gal) activity and toxic substrate accumulation. The lack of approved disease-modifying therapies for GM1 gangliosidosis and Morquio B, along with the challenges of achieving effective central nervous system delivery, has driven interest in small-molecule pharmacological chaperones (PCs) to restore β-Gal stability and function. Using Gain Therapeutics' Magellan™ platform, a novel allosteric binding site on β-Gal was identified, enabling the discovery of a new class of Structurally Targeted Allosteric Regulators (STARs). Medicinal chemistry optimization produced a structurally unique STAR compound series, demonstrating broad β-Gal stabilizing effects. The therapeutic potential of these compounds was evaluated in vitro using a canine fibroblast model of GM1 gangliosidosis, where they were shown to significantly reduce toxic GM1 ganglioside accumulation. Immunocytochemistry-based assays confirmed substrate clearance and provided reliable structure-activity relationships, guiding further compound development. Notably, STARs achieved greater substrate clearance than the competitive PC N-nonyl-deoxygalactonojirimycin (NN-DGJ) under the conditions tested, as demonstrated by immunocytochemistry-based assays. While these findings are encouraging, further in vivo studies are required to validate the therapeutic efficacy of these few STAR compounds, particularly in addressing the neurodegenerative aspects of GM1 gangliosidosis. This study underscores the potential of the Magellan platform in identifying STAR molecules and provides a strong foundation for further optimization and preclinical validation in GLB1-related disorders, particularly GM1 gangliosidosis.

Open article ↗


2026-03-14 | AAV Gene Therapy for MPS IVA with Induction of Immune Tolerance via Oral Administration of Epitope Peptides of N-Acetylgalactosamine-6-sulfate Sulfatase.

Mucopolysaccharidosis IVA (MPS IVA) is caused by the accumulation of undegraded glycosaminoglycans due to the deficiency of the N-acetylgalactosamine-6-sulfate sulfatase (GALNS) enzyme. MPS IVA manifests as progressive systemic skeletal dysplasia. Gene therapy (GT) is potentially a one-time treatment in which the enzyme is continuously produced, circulated, and delivered to target tissues. However, immune responses to gene products can diminish therapeutic efficacy. We hypothesized that oral delivery of tolerogenic peptides induces immune tolerance to human GALNS (hGALNS) in MPS IVA mice, enhancing therapeutic efficacy. Neonatal mice deficient in mouse GALNS (mGALNS) were treated orally with three T-cell/B-cell epitope peptides or hGALNS protein on alternate days from day 3 after birth to day 20 before intravenous injection with AAV9 vectors encoding human GALNS on day 30. The results are encouraging, with anti-hGALNS antibodies undetectable in the plasma of orally administered peptide groups. hGALNS enzyme activities in plasma and tissues were higher in the orally treated groups than in the non-tolerized control group. Keratan sulfate levels in plasma, liver, and bone were normalized. Complete correction for heart vacuolization was achieved in peptide-treated groups, and partial correction for bone pathology was observed in all GT-treated groups. Overall, oral tolerance induction using immunodominant peptides promises to significantly enhance the efficacy of AAV-GT for MPS IVA.

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

1 orphan drug designation for Mucopolysaccharidosis type 4.

1 orphan drug designation for Mucopolysaccharidosis type 4.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

lysosomal enzyme N-acetylgalactosamine-6-sulfate sulfatase

proteins

FDA

2008-09-10

Vivendy Therapeutics LTD

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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.