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

459 drug discovery papers about Krabbe disease, with 3 first-in-class and 6 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

459 drug discovery papers about Krabbe disease, with 3 first-in-class and 6 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

2026-08-13 | Survival benefit and immune-related toxicities after hematopoietic stem cell transplantation in Krabbe disease: a systematic review and meta-analysis

Background Krabbe disease is a rare, rapidly progressive leukodystrophy with high early mortality. Hematopoietic stem cell transplantation (HSCT) is the main disease-modifying intervention used in clinical practice and may act through donor-derived myeloid and immune-cell replacement, enzymatic cross-correction, and immunomodulation. However, its benefits and immune-related toxicities remain incompletely quantified. Methods We conducted a systematic review and meta-analysis of studies reporting HSCT outcomes in genetically or enzymatically confirmed Krabbe disease. The primary outcome was overall survival (OS). Secondary outcomes included 5-year OS, transplant-related mortality (TRM), acute and chronic graft-versus-host disease (aGVHD and cGVHD), neurological stability, and MRI stability. For OS, publication bias or small-study effects were assessed using funnel-plot inspection and Egger’s regression test. Exploratory univariable meta-regression examined total study sample size, publication year, and Newcastle–Ottawa Scale (NOS) score, and robustness was assessed using leave-one-out sensitivity analysis. Results Fifteen studies involving 141 patients were included. Pooled OS after HSCT was 84% (95% CI, 75%–93%), 5-year OS was 80% (69%–92%), and TRM was 7% (1%–13%). The pooled incidences of aGVHD and cGVHD were 53% (16%–90%) and 25% (0%–53%), respectively. Neurological stability was reported in only four studies including 15 patients (77%; 31%–100%), and MRI stability in four studies including 32 patients (49%; 7%–90%); both estimates showed substantial heterogeneity and wide confidence intervals. Subgroup analyses by disease-onset age, pre-transplant symptom status, and age at HSCT showed no statistically significant OS differences. Egger’s test detected no significant funnel-plot asymmetry (P = 0.569). Leave-one-out estimates ranged from 82% to 86%. Meta-regression showed inverse associations of reported OS with total study sample size and NOS score (both P < 0.001), whereas publication year was not significant (P = 0.118). Conclusion HSCT is associated with favorable survival and relatively low pooled TRM in selected patients with Krabbe disease. However, survival should not be interpreted as preservation of neurological function, because neurological, MRI, and GVHD outcomes were reported in few studies and patients and remained heterogeneous and imprecisely estimated. These findings require cautious interpretation but provide clinically useful benchmark data for counseling and comparison with emerging cellular and gene-based therapies. Systematic review registration https://www.crd.york.ac.uk/PROSPERO/ , identifier CRD420261285624.

Open article ↗



2026-08-13 | Metabolomic, lipidomic, and N-glycomic analyses of a human cell model of Krabbe disease reveal treatable deficits in glycosylation and serine-ceramide metabolism

Krabbe disease is a rare autosomal recessive lysosomal disease caused by deficiency of galactocerebrosidase (GALC), leading to accumulation of galactosylceramide and formation of the toxic metabolite galactosylsphingosine (psychosine). While psychosine accumulation is well-established as a primary pathogenic mechanism, the broader metabolic consequences of GALC deficiency remain incompletely understood. In this study, we used stable isotope tracing to comprehensively characterize metabolic perturbations in a human oligodendrocellular Krabbe disease model. This approach revealed elevated de novo ceramide synthesis in GALC knock-out cells, characterized by increased incorporation of glucose-derived serine into ceramide biosynthetic pathways. This enhanced ceramide production was amenable to pharmacological intervention by tezacaftor, an inhibitor of sphingolipid Δ4-desaturate (DEGS); tezacaftor administration also normalized psychosine levels, raising the possibility of its use as substrate reduction therapy. Additionally, we identified significant disruption of UDP-hexose metabolism, manifesting as an overabundance of truncated and hypogalactosylated glycans. These findings suggest impaired protein glycosylation as a previously unrecognized pathogenic mechanism in Krabbe disease. Our findings reveal novel metabolic dysregulation in Krabbe disease extending beyond established psychosine toxicity. The identification of enhanced de novo ceramide synthesis presents a new therapeutic target, while the discovery of galactose-deficient glycosylation defects supports galactose supplementation as a potential therapeutic intervention. These metabolic insights provide new mechanistic understanding and therapeutic opportunities for this devastating neurodegenerative disorder.

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 ↗



2026-06-09 | Pediatrician Involvement in Communicating Positive Newborn Screening Results for Krabbe Disease: Barriers, Facilitators, and Ideas for Interventions (P4-8.002)

In this study, we aimed to understand pediatrics clinicians’ perspectives on barriers, facilitators, and ideas for interventions regarding their integration in disclosing positive NBS results for Krabbe disease.

Open article ↗



2026-04-28 | Data from "A new CRISPR/Cas9 GALC Knockout cellular Model Reveals Lactosylceramide Accumulation Similar to Twitcher Mice."

Krabbe disease (KD) is a lysosomal sphingolipidosis caused by the deficiency of galactocerebrosidase (GALC), leading to profound alterations in sphingolipid metabolism and severe neurodegeneration. While psychosine (Psy) accumulation is a well-established hallmark of KD, emerging evidence suggests that lactosylceramide (LacCer) may also contribute to disease pathogenesis. Here, we generated a novel human oligodendrocytic model of GALC deficiency by CRISPR/Cas9-mediated GALC knockout in MO3.13 cells and used it to investigate sphingolipid alterations associated with impaired GALC activity. GALC−/− MO3.13 cells showed a marked reduction in GALC transcript levels and enzymatic activity, confirming the successful establishment of a disease-relevant cellular model. Our results demonstrated that a) GALC knockout MO3.13 cells accumulated Psy and LacCer, and b) LacCer content was increased in the brain and heart isolated from twitcher (TWI) mice, the most widely used spontaneous animal model of KD. In parallel, AKT signalling was evaluated in both systems, supporting a link between LacCer dysregulation and altered cellular signalling pathways. Overall, these findings identify LacCer accumulation as a conserved feature of GALC deficiency across cellular and animal models and support the use of GALC−/− MO3.13 cells as a novel in vitro platform to investigate KD pathogenesis and candidate therapeutic strategies.

Open article ↗



2026-08-13 | Survival benefit and immune-related toxicities after hematopoietic stem cell transplantation in Krabbe disease: a systematic review and meta-analysis

Background Krabbe disease is a rare, rapidly progressive leukodystrophy with high early mortality. Hematopoietic stem cell transplantation (HSCT) is the main disease-modifying intervention used in clinical practice and may act through donor-derived myeloid and immune-cell replacement, enzymatic cross-correction, and immunomodulation. However, its benefits and immune-related toxicities remain incompletely quantified. Methods We conducted a systematic review and meta-analysis of studies reporting HSCT outcomes in genetically or enzymatically confirmed Krabbe disease. The primary outcome was overall survival (OS). Secondary outcomes included 5-year OS, transplant-related mortality (TRM), acute and chronic graft-versus-host disease (aGVHD and cGVHD), neurological stability, and MRI stability. For OS, publication bias or small-study effects were assessed using funnel-plot inspection and Egger’s regression test. Exploratory univariable meta-regression examined total study sample size, publication year, and Newcastle–Ottawa Scale (NOS) score, and robustness was assessed using leave-one-out sensitivity analysis. Results Fifteen studies involving 141 patients were included. Pooled OS after HSCT was 84% (95% CI, 75%–93%), 5-year OS was 80% (69%–92%), and TRM was 7% (1%–13%). The pooled incidences of aGVHD and cGVHD were 53% (16%–90%) and 25% (0%–53%), respectively. Neurological stability was reported in only four studies including 15 patients (77%; 31%–100%), and MRI stability in four studies including 32 patients (49%; 7%–90%); both estimates showed substantial heterogeneity and wide confidence intervals. Subgroup analyses by disease-onset age, pre-transplant symptom status, and age at HSCT showed no statistically significant OS differences. Egger’s test detected no significant funnel-plot asymmetry (P = 0.569). Leave-one-out estimates ranged from 82% to 86%. Meta-regression showed inverse associations of reported OS with total study sample size and NOS score (both P < 0.001), whereas publication year was not significant (P = 0.118). Conclusion HSCT is associated with favorable survival and relatively low pooled TRM in selected patients with Krabbe disease. However, survival should not be interpreted as preservation of neurological function, because neurological, MRI, and GVHD outcomes were reported in few studies and patients and remained heterogeneous and imprecisely estimated. These findings require cautious interpretation but provide clinically useful benchmark data for counseling and comparison with emerging cellular and gene-based therapies. Systematic review registration https://www.crd.york.ac.uk/PROSPERO/ , identifier CRD420261285624.

Open article ↗



2026-08-13 | Metabolomic, lipidomic, and N-glycomic analyses of a human cell model of Krabbe disease reveal treatable deficits in glycosylation and serine-ceramide metabolism

Krabbe disease is a rare autosomal recessive lysosomal disease caused by deficiency of galactocerebrosidase (GALC), leading to accumulation of galactosylceramide and formation of the toxic metabolite galactosylsphingosine (psychosine). While psychosine accumulation is well-established as a primary pathogenic mechanism, the broader metabolic consequences of GALC deficiency remain incompletely understood. In this study, we used stable isotope tracing to comprehensively characterize metabolic perturbations in a human oligodendrocellular Krabbe disease model. This approach revealed elevated de novo ceramide synthesis in GALC knock-out cells, characterized by increased incorporation of glucose-derived serine into ceramide biosynthetic pathways. This enhanced ceramide production was amenable to pharmacological intervention by tezacaftor, an inhibitor of sphingolipid Δ4-desaturate (DEGS); tezacaftor administration also normalized psychosine levels, raising the possibility of its use as substrate reduction therapy. Additionally, we identified significant disruption of UDP-hexose metabolism, manifesting as an overabundance of truncated and hypogalactosylated glycans. These findings suggest impaired protein glycosylation as a previously unrecognized pathogenic mechanism in Krabbe disease. Our findings reveal novel metabolic dysregulation in Krabbe disease extending beyond established psychosine toxicity. The identification of enhanced de novo ceramide synthesis presents a new therapeutic target, while the discovery of galactose-deficient glycosylation defects supports galactose supplementation as a potential therapeutic intervention. These metabolic insights provide new mechanistic understanding and therapeutic opportunities for this devastating neurodegenerative disorder.

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 ↗



2026-06-09 | Pediatrician Involvement in Communicating Positive Newborn Screening Results for Krabbe Disease: Barriers, Facilitators, and Ideas for Interventions (P4-8.002)

In this study, we aimed to understand pediatrics clinicians’ perspectives on barriers, facilitators, and ideas for interventions regarding their integration in disclosing positive NBS results for Krabbe disease.

Open article ↗



2026-04-28 | Data from "A new CRISPR/Cas9 GALC Knockout cellular Model Reveals Lactosylceramide Accumulation Similar to Twitcher Mice."

Krabbe disease (KD) is a lysosomal sphingolipidosis caused by the deficiency of galactocerebrosidase (GALC), leading to profound alterations in sphingolipid metabolism and severe neurodegeneration. While psychosine (Psy) accumulation is a well-established hallmark of KD, emerging evidence suggests that lactosylceramide (LacCer) may also contribute to disease pathogenesis. Here, we generated a novel human oligodendrocytic model of GALC deficiency by CRISPR/Cas9-mediated GALC knockout in MO3.13 cells and used it to investigate sphingolipid alterations associated with impaired GALC activity. GALC−/− MO3.13 cells showed a marked reduction in GALC transcript levels and enzymatic activity, confirming the successful establishment of a disease-relevant cellular model. Our results demonstrated that a) GALC knockout MO3.13 cells accumulated Psy and LacCer, and b) LacCer content was increased in the brain and heart isolated from twitcher (TWI) mice, the most widely used spontaneous animal model of KD. In parallel, AKT signalling was evaluated in both systems, supporting a link between LacCer dysregulation and altered cellular signalling pathways. Overall, these findings identify LacCer accumulation as a conserved feature of GALC deficiency across cellular and animal models and support the use of GALC−/− MO3.13 cells as a novel in vitro platform to investigate KD pathogenesis and candidate therapeutic strategies.

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

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

Joanne Kurtzberg, MD

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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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.