AI Drug Discovery for Pharma and Biotech

Drug discovery

14

drugs

With orphan designations

Overview

GM2 gangliosidosis is a group of autosomal recessive lysosomal storage disorders caused by deficiencies in β-hexosaminidase enzymes (A, B, or GM2 activator protein), leading to toxic GM2 ganglioside accumulation in neurons. Subtypes include Tay-Sachs (HEXA mutations), Sandhoff (HEXB mutations), and AB-variant (GM2A mutations) diseases. Infantile forms cause rapid neurodegeneration, developmental regression, and death by age 4–5, while juvenile/adult-onset variants show slower progression with motor neuron dysfunction, cerebellar atrophy, and psychiatric manifestations [1][2][5][7]. No disease-modifying therapies are currently approved [3][5].

Population

  • Incidence ranges from 1:222,000 (Tay-Sachs) to 1:422,000 (Sandhoff) live births, with higher carrier rates in Ashkenazi Jewish, Cajun, and French Canadian populations [2][9].

  • Adult-onset cases (average age 19) account for 6–7% of GM2 gangliosidoses, presenting with proximal weakness (81%), cerebellar ataxia (53%), and psychiatric disorders (30%) [1][4].

Burden

  • Infantile/juvenile forms: 93% require wheelchair assistance within 20 years of onset; 85% develop seizures, and 100% lose speech [2][4][11].

  • Adult forms: 44% develop fractures, 41% experience falls, and 30% require psychiatric care [4][11].

  • Caregiver impact: 100% report pervasive daily care responsibilities, with 69% managing behavioral/psychiatric crises and 45% experiencing severe emotional strain [11][14].

Therapies

  • Experimental approaches: Gene therapy (AAV vectors, CRISPR/Cas9), enzyme replacement therapy (intrathecal/cerebroventricular delivery), and hematopoietic stem cell transplantation (limited CNS efficacy) [5][13][17].

  • Symptomatic management: Gastric tube placement prolongs survival in infantile cases; anticonvulsants and mobility aids address neurological deficits [2][4][11].

  • Failed strategies: Substrate reduction therapy (miglustat) showed no clinical benefit in trials [8][17].

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

Research Papers

271 drug discovery papers about GM2 gangliosidosis, with 3 first-in-class and 7 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

271 drug discovery papers about GM2 gangliosidosis, with 3 first-in-class and 7 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-12 | Extracellular vesicles from inflammatory-primed stromal cells reduce in vitro inflammation in Sandhoff disease model.

Sandhoff disease (SD) is a fatal lysosomal storage disorder caused by β-N-acetylhexosaminidase deficiency, resulting in GM2 ganglioside accumulation, severe neurodegeneration, and chronic neuroinflammation. While enzyme-restoring therapies, such as AAV gene transfer, effectively target the primary enzymatic deficit, neuroinflammation persists and contributes to disease progression, motivating the development of anti-inflammatory adjuncts alongside disease-modifying interventions. Extracellular vesicles released by mesenchymal stromal cells (MSC-EVs) are acellular lipid nanoparticles that contain immunomodulatory molecules and can cross physical barriers, without immunogenicity issues. These features make MSC-EVs promising candidates for anti-inflammatory therapeutics targeting neuropathology. The anti-inflammatory potency of MSC-EVs is increased by priming parent MSCs with pro-inflammatory cytokines, resulting in IFEVs, as referred to in this study. Here, we evaluated the in vitro anti-inflammatory effects of IFEVs in a feline model of SD. IFEVs reduced SD neuroinflammation, lowering IL-6, TNF-α, and IL-1β protein levels in SD neuronal-mixed glia, with concordant transcriptional downregulation of NF-κB/p65 and NLRP3 components and upregulation of arginase 1 mRNA after 48 h of treatment. In SD peripheral blood mononuclear cells, IFEVs significantly increased the proportion of regulatory T cells and the Treg/T-effector cell ratio without inducing cytotoxicity. Together, these findings demonstrate that IFEVs reduced neuroinflammation and altered blood-circulating T-cell populations in an in vitro SD model, supporting their further preclinical development as a complementary immunomodulatory therapy for SD.

Open article ↗



2026-06-18 | The RAINBOW study: a phase 2 trial evaluating the 3-month pharmacokinetic and pharmacodynamic data and 18-month clinical and safety outcomes of nizubaglustat in GM2 gangliosidoses or Niemann-Pick type C disease.

GM2 gangliosidoses and Niemann-Pick type C disease (NPC) belong to a group of rare, progressive neurodegenerative lysosomal diseases that cause diverse neurological symptoms. Disease-modifying therapies exist for NPC, but not for GM2 gangliosidoses. Nizubaglustat is in development for both conditions. In RAINBOW, a phase 2, double-blind, placebo-controlled multicenter trial, participants with GM2 gangliosidoses or NPC were randomized 1:1:1 to receive once-daily nizubaglustat 3 mg, nizubaglustat 9 mg, or placebo for 12 weeks, after which participants could enter a double-blind extension period and receive nizubaglustat 3 mg or 9 mg. Primary outcomes were plasma pharmacokinetics, pharmacodynamics, and the safety of nizubaglustat over 12 weeks. Clinical outcomes included changes from baseline in Scale for the Assessment and Rating of Ataxia (SARA), functional SARA scores, and Inventory on Non-Ataxia Signs (INAS) count during the extension; these outcomes were evaluated separately from the double-blind, placebo-controlled analyses at 12 weeks. Among 13 participants (GM2 gangliosidoses [n = 7], NPC [n = 6]; mean age, 18.6 years; 53.8% male), nizubaglustat demonstrated rapid absorption accompanied by dose-dependent reductions in plasma C16/C18 glucosylceramides. Most adverse events were mild to moderate and manageable. Pharmacokinetics, safety, and tolerability data established an optimal nizubaglustat dose (9 mg, adjusted for weight). During the extension (n = 11), 45.5% of participants had improved by ≥1 point or stabilized in SARA, 54.6% in functional SARA, and 63.7% in INAS; seizure frequencies were reduced from baseline. Nizubaglustat demonstrated a favorable safety profile and potential clinical benefits by reducing disease progression and seizure burden in participants with GM2 gangliosidoses or NPC, supporting advancement to a phase 3 trial in a larger cohort.

Open article ↗



2026-06-10 | An example for potentially underrated causes of recessive disease in the Greater Middle East: integrative long-read genome and transcriptome sequencing pinpoint a deep-intronic homozygous HEXB candidate founder variant in GM2-gangliosidosis

Abstract Background Consanguinity provides shortcuts to identify homozygous recessive mutations. However, deep-intronic variants escape standard sequencing (panel; exome/WES), and their pathogenicity cannot be inferred from genomic data. We applied WES, long-read genome and long-read-RNA-sequencing (LR-WGS, LR-RNA-Seq) in a Syrian patient with biochemically evident GM2-gangliosidosis. Results No exonic HEXA, HEXB and GM2A mutations were found. LR-WGS/LR-RNA-Seq revealed a homozygous HEXB variant, c.771 + 985G > A, activating a 97 bp pseudo-exon. Conclusions Integrative genome and transcriptome sequencing unlocked a deep-intronic, database-annotated HEXB mutation and proved causality. This illustrates the diagnostic challenges in patients from the Middle East with its prevalent consanguinity and hidden (candidate founder) mutations which are potential targets for splice-modulating therapies.

Open article ↗



2026-05-20 | Sinbaglustat is efficacious in GM2 gangliosidosis primarily through inhibition of GBA2 rather than GCS.

Sinbaglustat is a brain-penetrant iminosugar under clinical investigation for glycosphingolipid (GSL) storage disorders, including GM2 gangliosidosis. It inhibits non-lysosomal glucosylceramidase (GBA2) with higher potency than glucosylceramide synthase (GCS). While efficacy of related GBA2/GCS inhibitors in mouse models of Sandhoff disease was previously demonstrated, the specific contribution of GBA2 inhibition to therapeutic outcome has remained unclear. We dissected the mechanism of Sinbaglustat in Sandhoff Hexb -/- mice using 30 or 300 mg/kg/day doses, designed to preferentially inhibit GBA2 alone or both GBA2 and GCS, respectively. Sinbaglustat's dose-dependent effects on GSLs in relation to both drug targets were consistent across enzymatic assays, patient-derived cells, and wild-type mouse brain. In Hexb -/- mice, GBA2 inhibition alone was sufficient to alter central GSL metabolism, attenuate neuroinflammatory gene expression, delay onset of motor symptoms by ≥ 2 weeks, and extend survival by 15%. High-dose treatment broadened substrate clearance via GCS inhibition and extended survival by 22%. These results reveal a therapeutic role of GBA2 inhibition in the brain and highlight sinbaglustat, an iminosugar without gastrointestinal side effects, as a promising candidate for GM2 gangliosidosis. By defining the mechanistic contribution of its dual targets, this study offers insight for dose optimization and therapeutic design in lysosomal storage disorders.

Open article ↗



2026-04-28 | HEXA Enzyme Replacement for GM2 Gangliosidosis-Related Dementia

HEXA encodes beta-hexosaminidase A, deficiency of which causes GM2 ganglioside accumulation leading to neurodegeneration and dementia. ChEMBL compounds CHEMBL4861823 (pChEMBL: 6.69) and CHEMBL4874886 (pChEMBL: 6.90) target HEXA. These compounds could potentially enhance residual enzyme activity or serve as pharmacological chaperones.

Open article ↗



2026-07-12 | Extracellular vesicles from inflammatory-primed stromal cells reduce in vitro inflammation in Sandhoff disease model.

Sandhoff disease (SD) is a fatal lysosomal storage disorder caused by β-N-acetylhexosaminidase deficiency, resulting in GM2 ganglioside accumulation, severe neurodegeneration, and chronic neuroinflammation. While enzyme-restoring therapies, such as AAV gene transfer, effectively target the primary enzymatic deficit, neuroinflammation persists and contributes to disease progression, motivating the development of anti-inflammatory adjuncts alongside disease-modifying interventions. Extracellular vesicles released by mesenchymal stromal cells (MSC-EVs) are acellular lipid nanoparticles that contain immunomodulatory molecules and can cross physical barriers, without immunogenicity issues. These features make MSC-EVs promising candidates for anti-inflammatory therapeutics targeting neuropathology. The anti-inflammatory potency of MSC-EVs is increased by priming parent MSCs with pro-inflammatory cytokines, resulting in IFEVs, as referred to in this study. Here, we evaluated the in vitro anti-inflammatory effects of IFEVs in a feline model of SD. IFEVs reduced SD neuroinflammation, lowering IL-6, TNF-α, and IL-1β protein levels in SD neuronal-mixed glia, with concordant transcriptional downregulation of NF-κB/p65 and NLRP3 components and upregulation of arginase 1 mRNA after 48 h of treatment. In SD peripheral blood mononuclear cells, IFEVs significantly increased the proportion of regulatory T cells and the Treg/T-effector cell ratio without inducing cytotoxicity. Together, these findings demonstrate that IFEVs reduced neuroinflammation and altered blood-circulating T-cell populations in an in vitro SD model, supporting their further preclinical development as a complementary immunomodulatory therapy for SD.

Open article ↗



2026-06-18 | The RAINBOW study: a phase 2 trial evaluating the 3-month pharmacokinetic and pharmacodynamic data and 18-month clinical and safety outcomes of nizubaglustat in GM2 gangliosidoses or Niemann-Pick type C disease.

GM2 gangliosidoses and Niemann-Pick type C disease (NPC) belong to a group of rare, progressive neurodegenerative lysosomal diseases that cause diverse neurological symptoms. Disease-modifying therapies exist for NPC, but not for GM2 gangliosidoses. Nizubaglustat is in development for both conditions. In RAINBOW, a phase 2, double-blind, placebo-controlled multicenter trial, participants with GM2 gangliosidoses or NPC were randomized 1:1:1 to receive once-daily nizubaglustat 3 mg, nizubaglustat 9 mg, or placebo for 12 weeks, after which participants could enter a double-blind extension period and receive nizubaglustat 3 mg or 9 mg. Primary outcomes were plasma pharmacokinetics, pharmacodynamics, and the safety of nizubaglustat over 12 weeks. Clinical outcomes included changes from baseline in Scale for the Assessment and Rating of Ataxia (SARA), functional SARA scores, and Inventory on Non-Ataxia Signs (INAS) count during the extension; these outcomes were evaluated separately from the double-blind, placebo-controlled analyses at 12 weeks. Among 13 participants (GM2 gangliosidoses [n = 7], NPC [n = 6]; mean age, 18.6 years; 53.8% male), nizubaglustat demonstrated rapid absorption accompanied by dose-dependent reductions in plasma C16/C18 glucosylceramides. Most adverse events were mild to moderate and manageable. Pharmacokinetics, safety, and tolerability data established an optimal nizubaglustat dose (9 mg, adjusted for weight). During the extension (n = 11), 45.5% of participants had improved by ≥1 point or stabilized in SARA, 54.6% in functional SARA, and 63.7% in INAS; seizure frequencies were reduced from baseline. Nizubaglustat demonstrated a favorable safety profile and potential clinical benefits by reducing disease progression and seizure burden in participants with GM2 gangliosidoses or NPC, supporting advancement to a phase 3 trial in a larger cohort.

Open article ↗



2026-06-10 | An example for potentially underrated causes of recessive disease in the Greater Middle East: integrative long-read genome and transcriptome sequencing pinpoint a deep-intronic homozygous HEXB candidate founder variant in GM2-gangliosidosis

Abstract Background Consanguinity provides shortcuts to identify homozygous recessive mutations. However, deep-intronic variants escape standard sequencing (panel; exome/WES), and their pathogenicity cannot be inferred from genomic data. We applied WES, long-read genome and long-read-RNA-sequencing (LR-WGS, LR-RNA-Seq) in a Syrian patient with biochemically evident GM2-gangliosidosis. Results No exonic HEXA, HEXB and GM2A mutations were found. LR-WGS/LR-RNA-Seq revealed a homozygous HEXB variant, c.771 + 985G > A, activating a 97 bp pseudo-exon. Conclusions Integrative genome and transcriptome sequencing unlocked a deep-intronic, database-annotated HEXB mutation and proved causality. This illustrates the diagnostic challenges in patients from the Middle East with its prevalent consanguinity and hidden (candidate founder) mutations which are potential targets for splice-modulating therapies.

Open article ↗



2026-05-20 | Sinbaglustat is efficacious in GM2 gangliosidosis primarily through inhibition of GBA2 rather than GCS.

Sinbaglustat is a brain-penetrant iminosugar under clinical investigation for glycosphingolipid (GSL) storage disorders, including GM2 gangliosidosis. It inhibits non-lysosomal glucosylceramidase (GBA2) with higher potency than glucosylceramide synthase (GCS). While efficacy of related GBA2/GCS inhibitors in mouse models of Sandhoff disease was previously demonstrated, the specific contribution of GBA2 inhibition to therapeutic outcome has remained unclear. We dissected the mechanism of Sinbaglustat in Sandhoff Hexb -/- mice using 30 or 300 mg/kg/day doses, designed to preferentially inhibit GBA2 alone or both GBA2 and GCS, respectively. Sinbaglustat's dose-dependent effects on GSLs in relation to both drug targets were consistent across enzymatic assays, patient-derived cells, and wild-type mouse brain. In Hexb -/- mice, GBA2 inhibition alone was sufficient to alter central GSL metabolism, attenuate neuroinflammatory gene expression, delay onset of motor symptoms by ≥ 2 weeks, and extend survival by 15%. High-dose treatment broadened substrate clearance via GCS inhibition and extended survival by 22%. These results reveal a therapeutic role of GBA2 inhibition in the brain and highlight sinbaglustat, an iminosugar without gastrointestinal side effects, as a promising candidate for GM2 gangliosidosis. By defining the mechanistic contribution of its dual targets, this study offers insight for dose optimization and therapeutic design in lysosomal storage disorders.

Open article ↗



2026-04-28 | HEXA Enzyme Replacement for GM2 Gangliosidosis-Related Dementia

HEXA encodes beta-hexosaminidase A, deficiency of which causes GM2 ganglioside accumulation leading to neurodegeneration and dementia. ChEMBL compounds CHEMBL4861823 (pChEMBL: 6.69) and CHEMBL4874886 (pChEMBL: 6.90) target HEXA. These compounds could potentially enhance residual enzyme activity or serve as pharmacological chaperones.

Open article ↗



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

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

Drug Discovery Landscape

14 orphan drug designations for GM2 gangliosidosis.

14 orphan drug designations for GM2 gangliosidosis.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

(2S,3R,4R,5S)-1-[5-(2-fluoro-biphenyl-4-ylmethoxy)-pentyl]-2-hydroxymethyl-piperidine-3,4,5-triol

small molecules

EMA

2023-02-15

Azafaros B.V.

N-acetyl-L-leucine

small molecules

FDA

2022-01-11

IntraBio Inc.

Gemfibrozil

small molecules

FDA

2021-08-27

Polaryx Therapeutics, Inc.

Adeno-associated viral vector serotype 9 containing the human HEXA and HEXB genes

gene therapies

EMA

2021-08-20

Raremoon Consulting Esp S.L.

Trans-Cinnamic Acid

small molecules

FDA

2020-11-24

Polaryx Therapeutics, Inc.

Venglustat

small molecules

EMA

2020-08-21

Sanofi B.V.

venglustat malate

small molecules

FDA

2020-08-13

Genzyme Corporation, a SANOFI COMPANY

adeno-associated viral vector serotype 9 (AAV9) carrying both HEXA and HEXB

gene therapies

FDA

2020-07-17

Taysha Gene Therapies

(2S,3R,4R,5S)-2-(hydroxymethyl)-1-pentylpiperidine-3,4,5-triol

small molecules

EMA

2019-11-13

Idorsia Pharmaceuticals Deutschland GmbH

sinbaglustat

small molecules

FDA

2019-08-01

Idorsia Pharmaceuticals Ltd

N-acetyl-DL-leucine

small molecules

FDA

2018-03-26

IntraBio Inc.

Recombinant adeno-associated viral vector serotype 2/1 encoding human beta-hexosaminidase alpha and beta subunits

gene therapies

EMA

2018-01-17

Maria Livadiotis

Acetylleucine

peptides

EMA

2017-12-12

IntraBio Ireland Ltd

Recombinant adeno-associated virus serotype 2/1 vector encoding human beta-hexosaminidase alpha & beta subunits (rAAV2/1 Hex alpha & beta)

gene therapies

FDA

2017-11-14

University of Cambridge

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.

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.