AI Drug Discovery for Pharma and Biotech

Drug discovery

1

drug

With orphan designation

Overview

Hurler syndrome (mucopolysaccharidosis type I-H) is a severe autosomal recessive lysosomal storage disorder caused by α-L-iduronidase deficiency, leading to systemic glycosaminoglycan accumulation. It manifests with neurodevelopmental deterioration, dysostosis multiplex, cardiorespiratory complications, corneal clouding, and organomegaly. Diagnosis combines enzyme activity assays, genetic testing (IDUA mutations), and newborn screening. Early hematopoietic stem cell transplantation (HSCT) before age 2 years is critical to stabilize neurocognitive decline, while enzyme replacement therapy (ERT) addresses somatic symptoms [1][3][12].

Population

  • Affects ~1/100,000-200,000 newborns globally, with pan-ethnic distribution [2][7]

  • Most severe MPS I subtype; 60% of MPS I cases present as classic Hurler syndrome [5][14]

Burden

  • Residual morbidity: 68% develop psychiatric disorders (depression/psychosis); 30% require spinal/cardiac surgeries despite treatment [4][9]

  • Median survival: Untreated <10 years; post-HSCT survival to 3rd decade with chronic musculoskeletal/ocular complications [4][14][17]

  • Lifetime costs: HSCT + ERT exceeds $5M/patient; 82% require ≥3 specialty care teams [9][13]

Therapies

  • HSCT: Gold standard for severe cases (<2.5 years), preserves neurocognition but requires full-donor chimerism [3][4][12]

  • ERT (laronidase): Lifelong therapy for non-neurological symptoms (e.g., hepatosplenomegaly, respiratory function) [3][10][14]

  • Emerging therapies: Autologous stem cell gene therapy trials show promise for sustained enzyme production [8][12]

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

Research Papers

684 drug discovery papers related to Hurler syndrome, with 6 first-in-class and 0 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

684 drug discovery papers related to Hurler syndrome, with 6 first-in-class and 0 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-06-13 | Unwrapping the Lysosomal Dysfunction: Clinical Imaging of Hurler’s Multisystem Impact

Hurler's syndrome is a rare lysosomal storage disorder caused by deficiency of lysosomal enzyme α-iduronidase. It follows an autosomal recessive pattern of inheritance, leading to progressive accumulation of Glycosaminoglycans (GAGs) within lysosomes, resulting in cellular damage and multiorgan dysfunction [1]. Individuals with mucopolysaccharidosis type I (MPS-I Hurler syndrome) cannot degrade GAGs such as dermatan and heparan sulphate, important components of extracellular matrix and cartilaginous tissues including heart valves and joints. Estimated global prevalence of Hurler syndrome is 1 in 100,000 live births usually in early childhood [2,3]. It is characterised by progressive multisystem involvement causing skeletal deformities, dental irregularities, coarse facial features, organ enlargement, and cardiovascular complications [4,5].

Open article ↗



2026-05-21 | Homozygous R383H variant in IDUA gene causing pericentric retinitis pigmentosa in attenuated mucopolysaccharidosis type I.

Biallelic variants in the IDUA gene are linked to Mucopolysaccharidosis type I (MPS I), a rare type I lysosomal storage disorder characterized by systemic manifestations of coarse facies, macrocephaly, hepatosplenomegaly, dysostosis multiplex, hearing loss, cardiac issues, airway involvement, hydrocephalus, and intellectual disability. Based on the age at which symptoms appear and the degree of intellectual impairment, MPS I can be categorized into Hurler, Hurler-Scheie, and Scheie syndromes. Here, we describe a patient with congenital onset familial dyschromatopsia, adult-onset pericentric retinitis pigmentosa, and cardiac valve disease requiring surgery. Retinitis pigmentosa panel testing showed a heterozygous pathogenic variant in ABCA4 (c.6729+5_6729+19del) gene and a heterozygous variant of uncertain significance (VUS) in AHI1 (c. 2971C>T, p. Arg991Cys) gene. Later, whole exome sequencing revealed a homozygous pathogenic variant in IDUA: c.1148G>A, p. Arg383His (R383H) and a pathogenic 35kb deletion of Xq28 (153418413_153453555) encompassing OPN1LW, TEX28P2, and OPN1LM gene. Iduronidase enzyme activity in blood leukocytes was 0.06 nmol/h/mg Prot (normal ≥2.06 nmol/h/mg Prot). The urine glycosaminoglycans were 23.7 mg/mmol of creatinine (normal <3.1 mg/mmol of creatinine). The homozygous variant of R383H in IDUA gene presents with attenuated MPS I with adult-onset retinitis pigmentosa and reduced iduronidase activity. Enzyme activity helps in interpreting genetic results, especially when there are multiple variants in different genes causing a similar phenotype, guiding appropriate systemic evaluation. This case also highlights the need for broader genetic testing when small panel results are negative despite a strong clinical phenotype.

Open article ↗



2026-05-15 | CSF GAG non-reducing ends in MPS IH after peripheral and brain-penetrating therapies: A model comparing IV non-targeted ERT and HCT.

Mucopolysaccharidosis type IH (MPS IH) is a lysosomal disease caused by insufficient L-iduronidase (IDUA), resulting in progressive accumulation of glycosaminoglycans (GAGs) in the central nervous system (CNS). Hematopoietic cell transplantation (HCT) replaces IDUA through cellular cross-correction, stabilizing the CNS. Intravenous (i.v.) enzyme replacement therapy (ERT) is also effective at reducing GAG accumulation; however, it is thought to inefficiently cross the blood-brain barrier. To compare the effect of i.v. ERT on GAG degradation in the CNS with the effect of brain-penetrant therapy, i.e., HCT, we measured cerebrospinal fluid (CSF) GAG non-reducing ends in patients with MPS IH who were ERT-naive (n = 33), received i.v. ERT prior to HCT (n = 34), or underwent HCT (n = 26). We found that CSF GAGs (cGAGs) were 33%-65% lower in patients exposed to i.v. ERT. One year after HCT, cGAGs declined to their lowest levels. There was no difference in cGAG levels between patients treated with i.v. ERT for 52 weeks after HCT and those treated for only 8 weeks after HCT. In summary, i.v. ERT can lead to a significant decrease in cGAGs prior to HCT, indicating that i.v. ERT may affect CNS biomarkers, which reach their lowest levels with a brain-penetrant therapy.

Open article ↗



2026-06-13 | Unwrapping the Lysosomal Dysfunction: Clinical Imaging of Hurler’s Multisystem Impact

Hurler's syndrome is a rare lysosomal storage disorder caused by deficiency of lysosomal enzyme α-iduronidase. It follows an autosomal recessive pattern of inheritance, leading to progressive accumulation of Glycosaminoglycans (GAGs) within lysosomes, resulting in cellular damage and multiorgan dysfunction [1]. Individuals with mucopolysaccharidosis type I (MPS-I Hurler syndrome) cannot degrade GAGs such as dermatan and heparan sulphate, important components of extracellular matrix and cartilaginous tissues including heart valves and joints. Estimated global prevalence of Hurler syndrome is 1 in 100,000 live births usually in early childhood [2,3]. It is characterised by progressive multisystem involvement causing skeletal deformities, dental irregularities, coarse facial features, organ enlargement, and cardiovascular complications [4,5].

Open article ↗



2026-05-21 | Homozygous R383H variant in IDUA gene causing pericentric retinitis pigmentosa in attenuated mucopolysaccharidosis type I.

Biallelic variants in the IDUA gene are linked to Mucopolysaccharidosis type I (MPS I), a rare type I lysosomal storage disorder characterized by systemic manifestations of coarse facies, macrocephaly, hepatosplenomegaly, dysostosis multiplex, hearing loss, cardiac issues, airway involvement, hydrocephalus, and intellectual disability. Based on the age at which symptoms appear and the degree of intellectual impairment, MPS I can be categorized into Hurler, Hurler-Scheie, and Scheie syndromes. Here, we describe a patient with congenital onset familial dyschromatopsia, adult-onset pericentric retinitis pigmentosa, and cardiac valve disease requiring surgery. Retinitis pigmentosa panel testing showed a heterozygous pathogenic variant in ABCA4 (c.6729+5_6729+19del) gene and a heterozygous variant of uncertain significance (VUS) in AHI1 (c. 2971C>T, p. Arg991Cys) gene. Later, whole exome sequencing revealed a homozygous pathogenic variant in IDUA: c.1148G>A, p. Arg383His (R383H) and a pathogenic 35kb deletion of Xq28 (153418413_153453555) encompassing OPN1LW, TEX28P2, and OPN1LM gene. Iduronidase enzyme activity in blood leukocytes was 0.06 nmol/h/mg Prot (normal ≥2.06 nmol/h/mg Prot). The urine glycosaminoglycans were 23.7 mg/mmol of creatinine (normal <3.1 mg/mmol of creatinine). The homozygous variant of R383H in IDUA gene presents with attenuated MPS I with adult-onset retinitis pigmentosa and reduced iduronidase activity. Enzyme activity helps in interpreting genetic results, especially when there are multiple variants in different genes causing a similar phenotype, guiding appropriate systemic evaluation. This case also highlights the need for broader genetic testing when small panel results are negative despite a strong clinical phenotype.

Open article ↗



2026-05-15 | CSF GAG non-reducing ends in MPS IH after peripheral and brain-penetrating therapies: A model comparing IV non-targeted ERT and HCT.

Mucopolysaccharidosis type IH (MPS IH) is a lysosomal disease caused by insufficient L-iduronidase (IDUA), resulting in progressive accumulation of glycosaminoglycans (GAGs) in the central nervous system (CNS). Hematopoietic cell transplantation (HCT) replaces IDUA through cellular cross-correction, stabilizing the CNS. Intravenous (i.v.) enzyme replacement therapy (ERT) is also effective at reducing GAG accumulation; however, it is thought to inefficiently cross the blood-brain barrier. To compare the effect of i.v. ERT on GAG degradation in the CNS with the effect of brain-penetrant therapy, i.e., HCT, we measured cerebrospinal fluid (CSF) GAG non-reducing ends in patients with MPS IH who were ERT-naive (n = 33), received i.v. ERT prior to HCT (n = 34), or underwent HCT (n = 26). We found that CSF GAGs (cGAGs) were 33%-65% lower in patients exposed to i.v. ERT. One year after HCT, cGAGs declined to their lowest levels. There was no difference in cGAG levels between patients treated with i.v. ERT for 52 weeks after HCT and those treated for only 8 weeks after HCT. In summary, i.v. ERT can lead to a significant decrease in cGAGs prior to HCT, indicating that i.v. ERT may affect CNS biomarkers, which reach their lowest levels with a brain-penetrant therapy.

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 Hurler syndrome.

1 orphan drug designation for Hurler syndrome.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

adult adherent bone marrow-derived multipotent stem cells

cell therapies

FDA

2012-07-06

Athersys, Inc.

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.

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.

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.