AI Drug Discovery for Pharma and Biotech

Drug discovery

11

drugs

With orphan designations

Overview

Krabbe disease is a rare autosomal recessive lysosomal disorder caused by GALC gene mutations, leading to galactocerebrosidase deficiency and toxic psychosine accumulation. This results in progressive demyelination of the CNS and PNS. Infantile-onset (85-90% of cases) manifests as irritability, spasticity, and developmental regression before age 6 months, with death typically by age 2–3 years. Late-onset forms present with gait disturbances, neuropathy, and vision loss, progressing to death within 10 years of diagnosis [1][5][6][9][14].

Population

  • Incidence: ~1:100,000 live births in the US/Europe; up to 1:1,000 in isolated populations (e.g., Druze in Israel) [1][5][6].

  • Infantile form accounts for 85-90% of Northern European cases [6][14].

  • Newborn screening in 8 US states detects ~1:250,000–310,000 births [2][10].

Burden

  • Clinical: 90% of infantile patients die by age 2; late-onset forms cause cumulative disability (blindness, paralysis) [1][6][10][14].

  • Economic: $51.5M annual hospitalization charges for 98 US patients (2016 data); 260 inpatient admissions/3-year period [2].

  • Psychosocial: High caregiver burden due to rapid neurological decline; stem cell transplant mortality reaches 15–20% [3][10][13].

Therapies

  • HSCT/Cord blood transplant: Only disease-modifying option; most effective if performed pre-symptomatically (≤30 days old). Stabilizes cognition but does not reverse existing damage [3][7][11][19].

  • Supportive care: Anticonvulsants, muscle relaxants, and enteral feeding support [9][13][15].

  • Experimental therapies: Intrathecal AAV9 gene therapy restores GALC activity in preclinical models, extending survival 7-fold in animal studies [11][19].

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

Research Papers

456 drug discovery papers about Krabbe disease, with 2 first-in-class and 8 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

456 drug discovery papers about Krabbe disease, with 2 first-in-class and 8 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

2026-06-11 | Validating a Human Cell Model of Null Galactosylceramidase (GALC) Enzyme Activity That Recapitulates Krabbe Disease.

Krabbe Disease (KD) is a lysosomal leukodystrophy characterized by the production of psychosine in oligodendrocytes, leading to neurodegeneration and ultimately death. The only treatment modality currently available for this disease is hematopoietic stem cell transplantation (HSCT), a procedure with high morbidity, highlighting the need for further therapies to be developed. In this study, we established and characterized GALC knockout MO3.13 cells, a cell line derived from human oligodendrocytes, as a model for KD. Clonal MO3.13 cells with GALC KO were obtained via CRISPR/Cas9-mediated gene editing. GALC activity was measured by a 4-methylumbellyferyl (4-MU)-based assay, and morphology analyses were performed using light microscopy and transmission electron microscopy. Psychosine was measured by liquid chromatography-tandem mass spectrometry (LC-MS/MS). The GALC KO cells have elevated levels of psychosine and an increased number of autophagosomes, autolysosomes, and cytoplasmic granules on transmission electron microscopy. Glycogen abundance was decreased in GALC KO cells compared to controls. After administration of BMN-S202, a ceramide galactosyltransferase inhibitor, psychosine levels in GALC KO cells were reduced back to WT levels. In conclusion, we demonstrated that the GALC KO MO3.13 cell line recapitulates the KD phenotype and biochemical response to SRT and may be a useful KD model for mechanistic studies and therapeutic development for KD.

Open article ↗



2026-04-23 | Stem cell therapy for rare neurological diseases: translational research opportunities

Stem cell therapy is being explored for several rare neurological conditions in humans given their potential immunomodulatory, reparative, and regenerative capabilities. Existing standard treatments for most neuroinflammatory and neurodegenerative disorders are primarily palliative, focusing on symptom management rather than addressing underlying disease pathology. The genetic and pathophysiological parallels between many human and animal neurological diseases suggest that companion animals may serve as valuable translational models to drive stem cell research forward. Several rare human neurological conditions with companion animal (particularly canine) correlates include fulminant multiple sclerosis (MS), myasthenia gravis, amyotrophic lateral sclerosis (ALS), Duchenne Muscular Dystrophy (DMD), Dravet and Lennox-Gastaut Syndromes, Globoid Cell Leukodystrophy/Krabbe Disease, viral encephalitis, and glioblastoma multiforme (GBM). Validating the safety and feasibility of stem cell transplantation in companion animal models has enabled the development and expansion of innovative therapies. Stem cell therapy may hold promise as a novel treatment option for some rare and aggressive human and companion animal neurological diseases with limited treatment options.

Open article ↗



2026-06-11 | Validating a Human Cell Model of Null Galactosylceramidase (GALC) Enzyme Activity That Recapitulates Krabbe Disease.

Krabbe Disease (KD) is a lysosomal leukodystrophy characterized by the production of psychosine in oligodendrocytes, leading to neurodegeneration and ultimately death. The only treatment modality currently available for this disease is hematopoietic stem cell transplantation (HSCT), a procedure with high morbidity, highlighting the need for further therapies to be developed. In this study, we established and characterized GALC knockout MO3.13 cells, a cell line derived from human oligodendrocytes, as a model for KD. Clonal MO3.13 cells with GALC KO were obtained via CRISPR/Cas9-mediated gene editing. GALC activity was measured by a 4-methylumbellyferyl (4-MU)-based assay, and morphology analyses were performed using light microscopy and transmission electron microscopy. Psychosine was measured by liquid chromatography-tandem mass spectrometry (LC-MS/MS). The GALC KO cells have elevated levels of psychosine and an increased number of autophagosomes, autolysosomes, and cytoplasmic granules on transmission electron microscopy. Glycogen abundance was decreased in GALC KO cells compared to controls. After administration of BMN-S202, a ceramide galactosyltransferase inhibitor, psychosine levels in GALC KO cells were reduced back to WT levels. In conclusion, we demonstrated that the GALC KO MO3.13 cell line recapitulates the KD phenotype and biochemical response to SRT and may be a useful KD model for mechanistic studies and therapeutic development for KD.

Open article ↗



2026-04-23 | Stem cell therapy for rare neurological diseases: translational research opportunities

Stem cell therapy is being explored for several rare neurological conditions in humans given their potential immunomodulatory, reparative, and regenerative capabilities. Existing standard treatments for most neuroinflammatory and neurodegenerative disorders are primarily palliative, focusing on symptom management rather than addressing underlying disease pathology. The genetic and pathophysiological parallels between many human and animal neurological diseases suggest that companion animals may serve as valuable translational models to drive stem cell research forward. Several rare human neurological conditions with companion animal (particularly canine) correlates include fulminant multiple sclerosis (MS), myasthenia gravis, amyotrophic lateral sclerosis (ALS), Duchenne Muscular Dystrophy (DMD), Dravet and Lennox-Gastaut Syndromes, Globoid Cell Leukodystrophy/Krabbe Disease, viral encephalitis, and glioblastoma multiforme (GBM). Validating the safety and feasibility of stem cell transplantation in companion animal models has enabled the development and expansion of innovative therapies. Stem cell therapy may hold promise as a novel treatment option for some rare and aggressive human and companion animal neurological diseases with limited treatment options.

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 Krabbe disease.

11 orphan drug designations for Krabbe disease.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

recombinant serotype 9 adeno-associated virus (AAV) encoding a human galactosylceramidase (GALC) transgene (hGALC)

gene therapies

FDA

2024-10-29

Elpida Therapeutics SPC

Recombinant serotype 9 adeno-associated virus encoding a codon-optimized human galactosylceramidase (GALC) transgene (hGALCopt2)

gene therapies

FDA

2022-02-10

Neurogene Inc.

Adeno-associated virus serotype rh10 containing the human GALC gene

gene therapies

EMA

2021-10-15

Forge Biologics Europe S.L.

Gemfibrozil

small molecules

FDA

2021-08-30

Polaryx Therapeutics, Inc.

Adeno-associated virus serotype hu68 containing the human GALC gene

gene therapies

EMA

2021-03-26

FGK Representative Service GmbH

adeno-associated virus serotype rhesus 10 vector expressing the human galactocerebrosidase (GALC) gene

gene therapies

FDA

2021-02-10

Forge Biologics, Inc.

Trans-Cinnamic Acid

gene therapies

FDA

2021-02-03

Polaryx Therapeutics, Inc.

a non-replicating recombinant adeno-associated virus serotype hu68 vector, containing a transgene encoding the human galactosylceramidase (GALC) enzyme

gene therapies

FDA

2020-10-22

GEMMA Biotherapeutics

ibudilast

small molecules

FDA

2015-06-01

MediciNova, Inc.

recombinant human galactocerebrosidase (rhGALC);

proteins

FDA

2011-12-12

Chiesi USA, Inc.

RECOMBINANT HUMAN GALACTOCEREBROSIDASE [Galaczym]

proteins

EMA

2011-09-27

Chiesi Farmaceutici S.p.A.

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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.