AI Drug Discovery for Pharma and Biotech

Drug discovery

26

drugs

With orphan designations

Overview

Mucopolysaccharidosis type 1 (MPS I) is an autosomal recessive lysosomal storage disorder caused by α-L-iduronidase deficiency, leading to systemic accumulation of glycosaminoglycans (GAGs). The disease spectrum includes severe (Hurler syndrome), intermediate (Hurler-Scheie), and attenuated (Scheie) forms, with multi-organ involvement ranging from skeletal dysplasia and neurocognitive decline in severe cases to corneal clouding and cardiorespiratory complications in milder forms [1][6][10]. Current management relies on early hematopoietic stem cell transplantation (HSCT) for neuroprotection in severe cases and enzyme replacement therapy (ERT) for somatic symptoms [1][9][15].

Population

  • Incidence: ~1:100,000 for severe forms, ~1:500,000 for attenuated forms [6][12]

  • Global distribution across all ethnicities, with ~60% of cases classified as severe [12][17]

Burden

  • Residual skeletal/cardiac/ocular pathology despite treatment [9][10]

  • Severe forms: Life expectancy <10 years untreated; attenuated forms face chronic disability [6][16]

  • High healthcare utilization: 40% require ≥10 specialist visits annually [19]

Therapies

  • HSCT: First-line for severe MPS I (<2 years) to mitigate CNS progression [1][5][15]

  • ERT (laronidase): Weekly infusions improve pulmonary/joint function but lack CNS efficacy [3][8][9]

  • Experimental approaches: Gene therapy trials and immune tolerance induction under investigation [1][18]

Categories: rare bone 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

635 drug discovery papers about Mucopolysaccharidosis type 1, with 2 first-in-class and 7 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

635 drug discovery papers about Mucopolysaccharidosis type 1, with 2 first-in-class and 7 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

2026-06-21 | Oral nanoparticle-encapsulated enzyme replacement therapy for mucopolysaccharidosis type I (MPS-I): a proof of concept study.

Mucopolysaccharidosis type I (MPS-I) is a rare, multisystemic lysosomal storage disease (LSD) caused by mutations in the IDUA gene, which encodes the enzyme alpha-L-iduronidase. Current treatments include hematopoietic stem cell transplantation and enzyme replacement therapy (ERT), administered via weekly intravenous infusions. ERT is of limited efficacy owing to its inability to reach critical tissues such as the brain and bone. To address these limitations, this study explores a novel method to improve drug delivery to target organs and simplify administration: oral administration of enzyme encapsulated within nanostructured lipid carriers (NLC). Encapsulation of ERT within NLC enabled effective oral administration. In vitro analysis showed that our NLC formulation was as effective as intravenous ERT in correcting enzyme activity and reducing glycosaminoglycan (GAG) accumulation in fibroblasts from MPS-I patients, when administered periodically. Permeability studies confirmed passage across the intestinal barrier. Proteomic analyses demonstrated normalization of protein expression in energetic pathways related to hexose metabolism, and significant improvements in protein dysregulation in the cytoskeleton, cellular trafficking, lysosomal function, GAG biosynthesis and degradation, and the extracellular matrix. Furthermore, in vivo studies in MPS-I knockout (KO) mice demonstrated biodistribution of NLC-encapsulated enzymes to all tissues affected by the disease, including passage across the blood-brain barrier and access to poorly vascularized bone. These findings suggest that oral administration of ERT via NLC encapsulation represents a significant advancement in MPS-I treatment, enabling drug delivery to previously inaccessible areas. This study opens important avenues of research for future therapeutic strategies targeting LSDs.

Open article ↗



2026-05-25 | RNA activation as a precision dosing modality: MTL-CEBPA for controlled enzyme elevation in MPS I-H.

Gene therapy and hematopoietic stem cell transplantation (HSCT) have transformed outcomes for severe mucopolysaccharidosis type I (MPS I-H), yet a critical unmet need remains. Children with MPS I-H frequently experience progressive skeletal, cardiac, and other complications despite timely HSCT, largely because enzyme activity cannot be safely and precisely titrated over time. Irreversible genetic modification via integrating vectors offers supra-physiological enzyme levels but carries long-term safety and re-dosing liabilities in patients treated early in life. We investigated RNA activation (RNAa) as a precision dosing strategy to enhance endogenous IDUA expression without permanent genome alteration. Using MTL-CEBPA, a small activating RNA that upregulates CEBPA transcription factor, we characterized CEBPA-IDUA relationships in vitro, in vivo, and in legacy clinical samples from cancer patients. CCAAT enhancer binding protein alpha activation consistently increased IDUA mRNA across A549, IMR90, and mesenchymal stem cells. In wild-type mice, two intravenous MTL-CEBPA doses produced a ∼2-fold, durable increase in bone marrow IDUA mRNA and plasma enzyme activity, sustained for up to 4 weeks. In humanized bone marrow-transplanted MPS I-H mice, repeated dosing with MTL-CEBPA led to an approximately 2-fold increase in circulating IDUA activity compared with controls over the 3-weeks treatment period. The largest apparent separation from controls was observed in the homozygous cohort, although these genotype-specific differences should be interpreted cautiously given the limited subgroup sizes. In cancer patient-derived monocytes, increased CEBPA protein levels correlated with higher IDUA levels (R2 = 0.571). Consistent with this, approximately half of evaluable patients exhibited increased plasma IDUA activity following treatment. These translational data demonstrate that MTL-CEBPA delivers controlled, reversible enhancement of IDUA in the context of HSCT, providing robust pharmacodynamic proof-of-concept rather than definitive evidence of durable efficacy. By enabling titratable enzyme elevation without integrating vectors, RNAa therapeutics address a key unmet need in Hurler syndrome: safe fine-tuning of residual enzyme activity over a patient's lifetime. With scalable, cost-effective oligonucleotide manufacturing, MTL-CEBPA and related RNAa therapeutics represent a clinically relevant adjuvant strategy for HSCT-treated MPS I-H, with potential for other enzyme deficiency disorders.

Open article ↗



2026-05-01 | B61-12 Progression of Obstructive Sleep Apnea in Hurler Syndrome: A Case Highlighting the Critical Need for Definitive Airway Management and Continuous Follow Up

Abstract Introduction Hurler syndrome, also known as Mucopolysaccharidosis type I (MPS I), is a rare autosomal recessive disorder caused by a deficiency in the enzyme alpha-L-iduronidase. This leads to the accumulation of glycosaminoglycans (GAGs) in multiple systems. OSA is a common yet under-recognized complication of Hurlers syndrome, often arising from the progressive accumulation of GAG in upper airway structures, specifically the tonsils, adenoids, macroglossia, and other soft tissue structures; often leading to challenges in anesthesia and failure of conservative treatment. Adenotonsillectomy (T&A) has limited efficacy and CPAP has challenges with compliance. Case report We present a case of a 5-year-old boy with Hurler syndrome, multisuture craniosynostosis, who presented with snoring, witnessed apneas, restless sleep and daytime somnolence. Born full term, with no significant family history, he had bilateral proptosis, severe macroglossia, high arched palate with crowding, tonsil size 2+, Mallampati 4, kyphosis, with developmental delay. PSG demonstrated severe OSA, AHI 67.9/hour, O2 desaturation nadir of 60%, ETCO2 &gt;50mmHg of 36% and an abnormal sleep architecture. An urgent ENT, cardiology and anesthesia evaluation recommended T&A with perioperative considerations for high-risk anesthesia, difficult airway, and cervical spine instability. At that time, parents declined T&A, thus BiPAP therapy was initiated following titration study that demonstrated AHI 11.6 /hour on 10/6 cm H2O. BiPAP intolerable by the patient despite a trial for few months. The patient lost follow up for 3 years and returned with deterioration of symptoms and BiPAP non-adherence. Upon return at age 8, repeat PSG revealed interval worsening AHI 73.1 /hr, lowest O2 saturation of 52%, ETCO2 &gt;50mmHg of 45% The patient underwent tracheostomy with resolution of sleep apnea and significant improvement in quality of life. This case highlights the importance of early OSA screening in MPS I and discusses the complexities of airway management with delay in management. Discussion OSA affects 70-90% of Hurler syndrome patients and represents a significant cause of morbidity and mortality. This case provides important insights into the natural history of progressive airway obstruction in Hurler syndrome, the limitations of conservative management approaches, and the potentially catastrophic consequences when patients with complex medical needs lose access to specialized multidisciplinary care. Tracheostomy remains the most definitive and reliable intervention for severe OSA in Hurler syndrome. While it represents a significant burden for patients and families, including risks of infection, and impact on speech development, it is often life-saving and substantially improves quality of life in appropriately selected patients. This abstract is funded by: None

Open article ↗



2026-06-21 | Oral nanoparticle-encapsulated enzyme replacement therapy for mucopolysaccharidosis type I (MPS-I): a proof of concept study.

Mucopolysaccharidosis type I (MPS-I) is a rare, multisystemic lysosomal storage disease (LSD) caused by mutations in the IDUA gene, which encodes the enzyme alpha-L-iduronidase. Current treatments include hematopoietic stem cell transplantation and enzyme replacement therapy (ERT), administered via weekly intravenous infusions. ERT is of limited efficacy owing to its inability to reach critical tissues such as the brain and bone. To address these limitations, this study explores a novel method to improve drug delivery to target organs and simplify administration: oral administration of enzyme encapsulated within nanostructured lipid carriers (NLC). Encapsulation of ERT within NLC enabled effective oral administration. In vitro analysis showed that our NLC formulation was as effective as intravenous ERT in correcting enzyme activity and reducing glycosaminoglycan (GAG) accumulation in fibroblasts from MPS-I patients, when administered periodically. Permeability studies confirmed passage across the intestinal barrier. Proteomic analyses demonstrated normalization of protein expression in energetic pathways related to hexose metabolism, and significant improvements in protein dysregulation in the cytoskeleton, cellular trafficking, lysosomal function, GAG biosynthesis and degradation, and the extracellular matrix. Furthermore, in vivo studies in MPS-I knockout (KO) mice demonstrated biodistribution of NLC-encapsulated enzymes to all tissues affected by the disease, including passage across the blood-brain barrier and access to poorly vascularized bone. These findings suggest that oral administration of ERT via NLC encapsulation represents a significant advancement in MPS-I treatment, enabling drug delivery to previously inaccessible areas. This study opens important avenues of research for future therapeutic strategies targeting LSDs.

Open article ↗



2026-05-25 | RNA activation as a precision dosing modality: MTL-CEBPA for controlled enzyme elevation in MPS I-H.

Gene therapy and hematopoietic stem cell transplantation (HSCT) have transformed outcomes for severe mucopolysaccharidosis type I (MPS I-H), yet a critical unmet need remains. Children with MPS I-H frequently experience progressive skeletal, cardiac, and other complications despite timely HSCT, largely because enzyme activity cannot be safely and precisely titrated over time. Irreversible genetic modification via integrating vectors offers supra-physiological enzyme levels but carries long-term safety and re-dosing liabilities in patients treated early in life. We investigated RNA activation (RNAa) as a precision dosing strategy to enhance endogenous IDUA expression without permanent genome alteration. Using MTL-CEBPA, a small activating RNA that upregulates CEBPA transcription factor, we characterized CEBPA-IDUA relationships in vitro, in vivo, and in legacy clinical samples from cancer patients. CCAAT enhancer binding protein alpha activation consistently increased IDUA mRNA across A549, IMR90, and mesenchymal stem cells. In wild-type mice, two intravenous MTL-CEBPA doses produced a ∼2-fold, durable increase in bone marrow IDUA mRNA and plasma enzyme activity, sustained for up to 4 weeks. In humanized bone marrow-transplanted MPS I-H mice, repeated dosing with MTL-CEBPA led to an approximately 2-fold increase in circulating IDUA activity compared with controls over the 3-weeks treatment period. The largest apparent separation from controls was observed in the homozygous cohort, although these genotype-specific differences should be interpreted cautiously given the limited subgroup sizes. In cancer patient-derived monocytes, increased CEBPA protein levels correlated with higher IDUA levels (R2 = 0.571). Consistent with this, approximately half of evaluable patients exhibited increased plasma IDUA activity following treatment. These translational data demonstrate that MTL-CEBPA delivers controlled, reversible enhancement of IDUA in the context of HSCT, providing robust pharmacodynamic proof-of-concept rather than definitive evidence of durable efficacy. By enabling titratable enzyme elevation without integrating vectors, RNAa therapeutics address a key unmet need in Hurler syndrome: safe fine-tuning of residual enzyme activity over a patient's lifetime. With scalable, cost-effective oligonucleotide manufacturing, MTL-CEBPA and related RNAa therapeutics represent a clinically relevant adjuvant strategy for HSCT-treated MPS I-H, with potential for other enzyme deficiency disorders.

Open article ↗



2026-05-01 | B61-12 Progression of Obstructive Sleep Apnea in Hurler Syndrome: A Case Highlighting the Critical Need for Definitive Airway Management and Continuous Follow Up

Abstract Introduction Hurler syndrome, also known as Mucopolysaccharidosis type I (MPS I), is a rare autosomal recessive disorder caused by a deficiency in the enzyme alpha-L-iduronidase. This leads to the accumulation of glycosaminoglycans (GAGs) in multiple systems. OSA is a common yet under-recognized complication of Hurlers syndrome, often arising from the progressive accumulation of GAG in upper airway structures, specifically the tonsils, adenoids, macroglossia, and other soft tissue structures; often leading to challenges in anesthesia and failure of conservative treatment. Adenotonsillectomy (T&A) has limited efficacy and CPAP has challenges with compliance. Case report We present a case of a 5-year-old boy with Hurler syndrome, multisuture craniosynostosis, who presented with snoring, witnessed apneas, restless sleep and daytime somnolence. Born full term, with no significant family history, he had bilateral proptosis, severe macroglossia, high arched palate with crowding, tonsil size 2+, Mallampati 4, kyphosis, with developmental delay. PSG demonstrated severe OSA, AHI 67.9/hour, O2 desaturation nadir of 60%, ETCO2 &gt;50mmHg of 36% and an abnormal sleep architecture. An urgent ENT, cardiology and anesthesia evaluation recommended T&A with perioperative considerations for high-risk anesthesia, difficult airway, and cervical spine instability. At that time, parents declined T&A, thus BiPAP therapy was initiated following titration study that demonstrated AHI 11.6 /hour on 10/6 cm H2O. BiPAP intolerable by the patient despite a trial for few months. The patient lost follow up for 3 years and returned with deterioration of symptoms and BiPAP non-adherence. Upon return at age 8, repeat PSG revealed interval worsening AHI 73.1 /hr, lowest O2 saturation of 52%, ETCO2 &gt;50mmHg of 45% The patient underwent tracheostomy with resolution of sleep apnea and significant improvement in quality of life. This case highlights the importance of early OSA screening in MPS I and discusses the complexities of airway management with delay in management. Discussion OSA affects 70-90% of Hurler syndrome patients and represents a significant cause of morbidity and mortality. This case provides important insights into the natural history of progressive airway obstruction in Hurler syndrome, the limitations of conservative management approaches, and the potentially catastrophic consequences when patients with complex medical needs lose access to specialized multidisciplinary care. Tracheostomy remains the most definitive and reliable intervention for severe OSA in Hurler syndrome. While it represents a significant burden for patients and families, including risks of infection, and impact on speech development, it is often life-saving and substantially improves quality of life in appropriately selected patients. This abstract is funded by: None

Open article ↗



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Drug Discovery Landscape

26 orphan drug designations for Mucopolysaccharidosis type 1, including 1 approved therapy.

26 orphan drug designations for Mucopolysaccharidosis type 1, including 1 approved therapy.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

Self-complementary adeno-associated virus serotype 9 vector harboring a miniaturized codon-optimized human IDUA gene

gene therapies

FDA

2024-04-08

NeuroGT, Inc.

alpha-L-iduronidase (IDUA) - ricin transport subunit B (RTB) lectin protein fusion

proteins

FDA

2022-07-01

BioStrategies LC

Allogeneic retinal pigment epithelial cells genetically modified with a non-viral vector to express human alpha-L-iduronidase

cell therapies

EMA

2021-10-15

[INACTIVE] TMC Pharma (EU) Limited

Alpha-L-iduronidase fused to Fab fragment of a humanised monoclonal antibody targeting human transferrin receptor

proteins

EMA

2021-03-26

JCR Europe B.V.

Recombinant fusion protein of human alpha-L-iduronidase (IDUA) and Fab fragment of a humanized monoclonal antibody targeting human transferrin receptor (hTfR).

proteins

FDA

2021-02-08

JCR Pharmaceuticals Co., Ltd.

Cultured human retinal pigment epithelial cells (ARPE-19) genetically modified with a non-viral vector to express human native alpha-L-iduronidase enzyme (hIDUA), encapsulated within two-layer modified alginate spheres

cell therapies

FDA

2020-12-14

Sigilon Therapeutics, Inc.

a single-stranded adeno-associated virus serotype 8 gene therapy containing codon optimized human alpha-1-iduronidase cDNA.

gene therapies

FDA

2020-10-22

Rain Bio, Inc.

Autologous CD34+ enriched cell population that contains hematopoietic stem and progenitor cells transduced ex-vivo using a lentiviral vector encoding alpha-L-iduronidase gene

gene therapies

FDA

2020-06-22

Orchard Therapeutics (Europe) Limited

pentosan polysulfate

small molecules

FDA

2020-04-28

Paradigm Biopharmaceuticals Ltd.

Autologous CD34+ haematopoietic stem and progenitor cells genetically modified with the lentiviral vector IDUA LV, encoding for the alpha-L-iduronidase cDNA

gene therapies

EMA

2018-10-26

Orchard Therapeutics (Netherlands) B.V.

Recombinant adeno-associated viral vector serotype 9 containing human iduronidase gene

gene therapies

EMA

2018-06-27

Regenxbio EU Limited

Sleeping Beauty Transposon-Engineered Autologous Plasmablasts for Expression and Delivery of Alpha-L-Iduronidase

cell therapies

FDA

2018-03-19

Immusoft Corporation

Devafidugene civaparvovec

gene therapies

EMA

2018-01-17

Sangamo Therapeutics France S.A.S.

adeno-associated virus serotype 2/6 (rAAV2/6) vectors encoding zinc finger nucleases (ZFNs) and the human alpha-L-iduronidase (hIDUA) gene

gene therapies

FDA

2017-01-09

Sangamo Therapeutics, Inc.

6-(R)-Methyl-5-O-(5-amino-5,6-dideoxy-a-L-talofuranosyl)- paromamine sulfate

small molecules

FDA

2016-10-18

Eloxx Pharmaceuticals, Ltd.

6'-(R)-methyl-5-O-(5-amino-5,6-dideoxy-α-L-talofuranosyl)-paromamine sulfate

small molecules

EMA

2016-08-29

FGK Representative Service GmbH

aden-associated virus vector serotype 9 expressing human a-L-iduronidase

gene therapies

FDA

2015-09-29

REGENXBIO, Inc.

ataluren

small molecules

FDA

2014-12-10

PTC Therapeutics, Inc.

Pentosan polysulfate sodium

small molecules

EMA

2014-11-19

Paradigm Biopharmaceuticals (Ireland) Limited

Ataluren [Translarna]

small molecules

EMA

2014-11-19

PTC Therapeutics International Limited

Valanafusp alfa [AGT-181]

proteins

EMA

2014-10-15

Voisin Consulting Life Sciences

iduvec

gene therapies

FDA

2011-01-21

Zebraic Corporation

IDUA-HIRMAb fusion protein

proteins

FDA

2008-01-10

ArmaGen Technologies, Inc.

Recombinant human highly phosphorylated alpha-L-iduronidase (rhHP-IDUA)

proteins

FDA

2001-04-11

Novazyme Pharmaceuticals, Inc.

Laronidase [Aldurazyme]

proteins

EMA

2001-02-14

[INACTIVE] Sanofi B.V.

laronidase [Aldurazyme]

proteins

FDA

1997-09-24

2003-04-30

BioMarin Pharmaceutical, Inc.

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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.