AI Drug Discovery for Pharma and Biotech

Drug discovery

21

drugs

With orphan designations

Overview

Angelman syndrome is a neurogenetic disorder caused by loss of maternal UBE3A gene function on chromosome 15q11.2-13, leading to severe developmental delay, absent speech, movement/balance disorders (ataxia), seizures, microcephaly, and characteristic happy demeanor. Diagnosis is clinical with genetic confirmation.

Population

  • Prevalence: Estimated 1:10,000–1:20,000 births [1][2][4][20], with ~70% caused by maternal 15q11.2-13 deletions [11][15].

  • Onset: Symptoms typically emerge at 6–12 months, with diagnosis often delayed until age 2–5 years [6][15].

Burden

  • Healthcare utilization: 68% require hospitalization (mean 2.3 admissions), primarily for seizures (40%) and respiratory infections [4][9].

  • Comorbidities: 80% experience refractory seizures, 72% chronic sleep disturbances, 50% gastrointestinal reflux [4][9][15].

  • Caregiver impact: Lifelong multidisciplinary care needs contribute to significant emotional/financial strain [5][9].

Therapies

  • Symptom management: Antiseizure medications (e.g., valproate, CBD trial [3][6]), physical/occupational/speech therapies, sleep training [1][6].

  • Emerging therapies: Gene-targeting approaches to reactivate paternal UBE3A (antisense oligonucleotides, CRISPR) [8][13][17], with preclinical success in improving seizures and motor function [3][13].

Categories: rare developmental anomalies during embryogenesis, rare genetic diseases, rare neurological diseases

Research Papers

383 drug discovery papers related to Angelman syndrome, with 5 first-in-class and 14 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

383 drug discovery papers related to Angelman syndrome, with 5 first-in-class and 14 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-04 | The SNRPN Bipartite Imprinting Centre in Region 15q11–q13 and Its Epigenetic Role in the Pursuit of a Cure for Angelman Syndrome

Angelman syndrome is a severe neurodevelopmental disorder arising from functional loss of the maternal allele of UBE3A, a gene that sits within a cluster of imprinted loci on the long arm of chromosome 15. Expression across this region is governed by a bipartite imprinting centre associated with the SNRPN gene, made up of two physically separated but functionally interdependent elements: the Prader–Willi syndrome smallest region of deletion overlap and the Angelman syndrome smallest region of deletion overlap. Together these elements establish, in the germline, and maintain, throughout somatic life, the parent-of-origin-specific expression pattern that distinguishes Angelman syndrome from its reciprocal disorder, Prader–Willi syndrome. Because the paternal copy of UBE3A remains structurally intact in most patients with Angelman syndrome, merely silenced by a long non-coding antisense transcript whose own expression is dictated by the imprinting centre, this locus has become the focal point of an unusually concentrated translational effort: rather than replacing a missing gene, contemporary therapeutic strategies aim to reverse an epigenetic mark and thereby unmask a dormant but functional allele. This review draws together the structural biology of the bipartite imprinting centre, the molecular events that establish and maintain its parent-specific epigenotype, the diagnostic and clinical consequences of its disruption, and the rapidly maturing pipeline of antisense oligonucleotides, small molecules, and genome- or epigenome-editing tools designed to exploit this biology therapeutically. Recent clinical trial data, including electroencephalographic and behavioural endpoints from antisense oligonucleotide programmes, are critically appraised alongside preclinical work on CRISPR-based epigenetic editing of the imprinting centre itself, an approach with the conceptual elegance of intervening at the very switch that imprinting biology depends upon. The review concludes that while no disease-modifying therapy is yet approved, the convergence of detailed mechanistic understanding of the SNRPN bipartite imprinting centre with scalable epigenetic editing technologies represents the most plausible route towards a transformative, rather than purely symptomatic, treatment for Angelman syndrome, while candidly addressing the developmental, safety and translational obstacles that remain.

Open article ↗



2026-07-01 | Pseudohypoaldosteronism associated with mitochondrial dysfunction in Angelman syndrome

Pseudohypoaldosteronism (PHA) is an uncommon cause of hyperkalemic metabolic acidosis in infancy, typically secondary to structural, infectious, or genetic etiologies. Because renal tubular transport is adenosine triphosphate dependent, mitochondrial dysfunction may also produce a PHA-like phenotype. We report a 14-month-old girl with hyperkalemic metabolic acidosis and growth failure. Laboratory evaluation showed hyperkalemic metabolic acidosis with markedly elevated renin and aldosterone, consistent with a PHA-like phenotype. Bicarbonate and potassium-binding treatment provided suboptimal control. Organic acid abnormalities and an elevated lactate-to-pyruvate ratio raised suspicion of mitochondrial dysfunction, and vitamin supplementation (vitamin B, vitamin C, biotin, L-carnitine, and idebenone) promptly normalized acid-base status and potassium. Continued oral vitamin supplementation was associated with catch-up growth and allowed gradual tapering and eventual discontinuation of bicarbonate and potassium-binding agent at 1.8 and 3.4 years, respectively. The oxygen consumption rate in the fibroblasts was markedly reduced in galactose medium. For genetic analyses, targeted PHA/renal tubular acidosis-related gene panel testing, mitochondrial DNA sequencing and exome sequencing identified no pathogenic variants, whereas chromosomal microarray analysis identified a 5.76 Mb deletion in 15q (arr[hg19] 15q11.2q13.1(22,765,628-28,525,460) × 1), establishing the diagnosis of Angelman syndrome. This case links a PHA-like presentation, growth failure, and mitochondrial dysfunction to Angelman syndrome, supporting bioenergetic failure as a potentially treatable mechanism for refractory PHA.

Open article ↗



2026-06-30 | Waking the Silent Gene in Angelman Syndrome

Angelman syndrome is a severe neurogenetic disorder characterised by developmental delay, motor impairment, absent or markedly limited speech, epilepsy and a characteristic happy demeanour with frequent laughter. It results from loss of function of the maternally inherited UBE3A gene located in the 15q11-q13 chromosomal region, while the paternal allele is normally epigenetically silenced in neurons by the long non-coding antisense transcript UBE3A-ATS. The estimated prevalence is approximately 1 in 15,000 to 1 in 20,000 individuals. Maternal chromosome 15 deletion accounts for approximately 70-75% of cases, whereas paternal uniparental disomy, imprinting defects and UBE3A sequence variants represent additional mechanisms. Diagnosis is generally established between 1 and 4 years of age through DNA methylation analysis and complementary molecular testing, when developmental delay, impaired balance and other clinical features become apparent. Current treatment remains supportive and multidisciplinary, including physiotherapy, occupational therapy, speech and augmentative communication support, seizure management, sleep regulation and assistive devices. This minireview summarises the genetic background of Angelman syndrome, present symptomatic therapy and emerging approaches designed to restore neuronal UBE3A activity. Particular attention is given to antisense oligonucleotides, including ION582, GTX-102 and rugonersen, as well as AAV-mediated gene replacement and CRISPR-Cas9-based gene-reactivation strategies. These approaches seek either to unsilence the paternal UBE3A allele or to deliver functional UBE3A to the nervous system. Although early clinical and preclinical findings are encouraging, none of the investigational strategies discussed here can yet be considered curative. Long-term evidence regarding efficacy, dosing, delivery, tolerability and safety remains essential before routine use in children with Angelman syndrome can be justified.

Open article ↗



2026-07-04 | The SNRPN Bipartite Imprinting Centre in Region 15q11–q13 and Its Epigenetic Role in the Pursuit of a Cure for Angelman Syndrome

Angelman syndrome is a severe neurodevelopmental disorder arising from functional loss of the maternal allele of UBE3A, a gene that sits within a cluster of imprinted loci on the long arm of chromosome 15. Expression across this region is governed by a bipartite imprinting centre associated with the SNRPN gene, made up of two physically separated but functionally interdependent elements: the Prader–Willi syndrome smallest region of deletion overlap and the Angelman syndrome smallest region of deletion overlap. Together these elements establish, in the germline, and maintain, throughout somatic life, the parent-of-origin-specific expression pattern that distinguishes Angelman syndrome from its reciprocal disorder, Prader–Willi syndrome. Because the paternal copy of UBE3A remains structurally intact in most patients with Angelman syndrome, merely silenced by a long non-coding antisense transcript whose own expression is dictated by the imprinting centre, this locus has become the focal point of an unusually concentrated translational effort: rather than replacing a missing gene, contemporary therapeutic strategies aim to reverse an epigenetic mark and thereby unmask a dormant but functional allele. This review draws together the structural biology of the bipartite imprinting centre, the molecular events that establish and maintain its parent-specific epigenotype, the diagnostic and clinical consequences of its disruption, and the rapidly maturing pipeline of antisense oligonucleotides, small molecules, and genome- or epigenome-editing tools designed to exploit this biology therapeutically. Recent clinical trial data, including electroencephalographic and behavioural endpoints from antisense oligonucleotide programmes, are critically appraised alongside preclinical work on CRISPR-based epigenetic editing of the imprinting centre itself, an approach with the conceptual elegance of intervening at the very switch that imprinting biology depends upon. The review concludes that while no disease-modifying therapy is yet approved, the convergence of detailed mechanistic understanding of the SNRPN bipartite imprinting centre with scalable epigenetic editing technologies represents the most plausible route towards a transformative, rather than purely symptomatic, treatment for Angelman syndrome, while candidly addressing the developmental, safety and translational obstacles that remain.

Open article ↗



2026-07-01 | Pseudohypoaldosteronism associated with mitochondrial dysfunction in Angelman syndrome

Pseudohypoaldosteronism (PHA) is an uncommon cause of hyperkalemic metabolic acidosis in infancy, typically secondary to structural, infectious, or genetic etiologies. Because renal tubular transport is adenosine triphosphate dependent, mitochondrial dysfunction may also produce a PHA-like phenotype. We report a 14-month-old girl with hyperkalemic metabolic acidosis and growth failure. Laboratory evaluation showed hyperkalemic metabolic acidosis with markedly elevated renin and aldosterone, consistent with a PHA-like phenotype. Bicarbonate and potassium-binding treatment provided suboptimal control. Organic acid abnormalities and an elevated lactate-to-pyruvate ratio raised suspicion of mitochondrial dysfunction, and vitamin supplementation (vitamin B, vitamin C, biotin, L-carnitine, and idebenone) promptly normalized acid-base status and potassium. Continued oral vitamin supplementation was associated with catch-up growth and allowed gradual tapering and eventual discontinuation of bicarbonate and potassium-binding agent at 1.8 and 3.4 years, respectively. The oxygen consumption rate in the fibroblasts was markedly reduced in galactose medium. For genetic analyses, targeted PHA/renal tubular acidosis-related gene panel testing, mitochondrial DNA sequencing and exome sequencing identified no pathogenic variants, whereas chromosomal microarray analysis identified a 5.76 Mb deletion in 15q (arr[hg19] 15q11.2q13.1(22,765,628-28,525,460) × 1), establishing the diagnosis of Angelman syndrome. This case links a PHA-like presentation, growth failure, and mitochondrial dysfunction to Angelman syndrome, supporting bioenergetic failure as a potentially treatable mechanism for refractory PHA.

Open article ↗



2026-06-30 | Waking the Silent Gene in Angelman Syndrome

Angelman syndrome is a severe neurogenetic disorder characterised by developmental delay, motor impairment, absent or markedly limited speech, epilepsy and a characteristic happy demeanour with frequent laughter. It results from loss of function of the maternally inherited UBE3A gene located in the 15q11-q13 chromosomal region, while the paternal allele is normally epigenetically silenced in neurons by the long non-coding antisense transcript UBE3A-ATS. The estimated prevalence is approximately 1 in 15,000 to 1 in 20,000 individuals. Maternal chromosome 15 deletion accounts for approximately 70-75% of cases, whereas paternal uniparental disomy, imprinting defects and UBE3A sequence variants represent additional mechanisms. Diagnosis is generally established between 1 and 4 years of age through DNA methylation analysis and complementary molecular testing, when developmental delay, impaired balance and other clinical features become apparent. Current treatment remains supportive and multidisciplinary, including physiotherapy, occupational therapy, speech and augmentative communication support, seizure management, sleep regulation and assistive devices. This minireview summarises the genetic background of Angelman syndrome, present symptomatic therapy and emerging approaches designed to restore neuronal UBE3A activity. Particular attention is given to antisense oligonucleotides, including ION582, GTX-102 and rugonersen, as well as AAV-mediated gene replacement and CRISPR-Cas9-based gene-reactivation strategies. These approaches seek either to unsilence the paternal UBE3A allele or to deliver functional UBE3A to the nervous system. Although early clinical and preclinical findings are encouraging, none of the investigational strategies discussed here can yet be considered curative. Long-term evidence regarding efficacy, dosing, delivery, tolerability and safety remains essential before routine use in children with Angelman syndrome can be justified.

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

21 orphan drug designations for Angelman syndrome.

21 orphan drug designations for Angelman syndrome.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

non-replicating recombinant adeno-associated virus serotype hu68 (AAVhu68) vector, which expresses a variant of the UBE3A gene

gene therapies

FDA

2025-10-16

MavriX Bio, LLC

insulin like growth factor 2 receptor ligand

small molecules

FDA

2024-07-03

New York University

14-species commensal bacterial flora with prebiotics and postbiotic complex composed of gut microbiome modulating formulation

other

FDA

2024-04-29

Biom Pharmaceutical Corporation

2'-O, 4'-C-Methylene-P-thio-adenylyl-(3'->5')-2'-O, 4'-C-methylene-P-thioguanylyl-(3'->5')-2'-O, 4'-C-methylene-P-thio-adenylyl-(3'->5')-2'-deoxy-P-thioadenylyl-(3'->5')-2'-deoxy-P-thio-thymidylyl-(3'->5')-2'-deoxy-P-thio-guanylyl-(3'->5')-2'-deoxy-P-thio-guanylyl-(3'->5')-2'-deoxy-P-thio-cytidylyl-(3'->5')-2'-deoxy-P-thio-adenylyl-(3'->5')-2'-deoxy-P-thio-cytidylyl-(3'->5')-2'-deoxy-Pthio-adenylyl-(3'->5')-2'-deoxy-P-thio-thymidylyl-(3'->5')-2'-deoxy-P-thio-cytidylyl-(3'->5')-2'-deoxy-P-thio-thymidylyl-(3'->5')-2'-O, 4'-C-methylene-5-methyl-P-thio-cytidylyl-(3'->5')-2'-O, 4'-C-methylene-5-methyl-P-thio-uridylyl-(3'->5')-2'-O, 4'-C-methylene-5-methyl-P-thio-uridylyl-(3'->5')-2'-O, 4'-C-methyleneguanosine

oligonucleotides

EMA

2023-12-13

Ultragenyx Germany GmbH

2'-O-(2-methoxyethyl) modified antisense oligonucleotide targeting UBE3A antisense transcript RNA

oligonucleotides

EMA

2022-06-24

Ionis Development (Ireland) Limited

2'-O-(2-methoxyethyl) modified antisense oligonucleotide targeting UBE3A antisense transcript RNA

oligonucleotides

FDA

2022-05-26

Ionis Pharmaceuticals, Inc.

Cannabidiol

small molecules

FDA

2022-02-09

Benuvia Operations LLC

Adeno-associated virus serotype PTC3 expressing the human UBE3A gene

gene therapies

EMA

2021-08-20

PTC Therapeutics International Limited

Cannabidiol

small molecules

FDA

2021-03-22

Biom Therapeutics

Cyclo-L-glycyl-L-2-allylproline

small molecules

EMA

2021-01-06

Orphix Consulting GmbH

Synthetic oligonucleotide selectively targeting UBE3A antisense RNA transcripts

oligonucleotides

EMA

2020-12-09

Orphix Consulting GmbH

UBE3A antisense oligonucleotide with locked nucleic acids (UBE3A-ATS-LNA)

oligonucleotides

FDA

2020-11-24

OHB Pediatrics Ltd.

Recombinant adeno-associated virus vector containing the active biological substance AAV-GTX-hUBE3A

gene therapies

FDA

2020-10-22

PTC Therapeutics, Inc.

cyclo(-L-Glycyl-L-2-Allylproline)

small molecules

FDA

2019-10-09

Neuren Pharmaceuticals, Ltd.

Chimeric locked nucleic acid and ribonucleic-deoxyribonucleic antisense oligonucleotide specific for the human UBE3A-antisense transcript

oligonucleotides

FDA

2019-08-28

Ultragenyx Pharmaceutical Inc.

Gaboxadol monohydrate

small molecules

EMA

2019-06-28

Healx Technology Limited

[(4-benzylpiperazin-1-yl)(2-(isopentylamino)pyridin-3-yl)methanone]-phosphate

small molecules

FDA

2018-08-07

Seneca Biopharma, Inc.

antisense oligonucleotide specific to the antisense transcript of UBE3A

oligonucleotides

FDA

2018-03-15

GeneTx Biotherapeutics, LLC

4,5,6,7-tetrahydroisoxazolo(5,4-c)pyridin-3-ol

small molecules

FDA

2016-09-06

Healx Limited

Recombinant adeno-associated viral vector serotype 9 carrying the gene for the human E6-AP ubiquitin protein ligase

gene therapies

EMA

2016-04-28

PTC Therapeutics International Limited

recombinant adeno-associated virus serotype 9 vector containing the transgene UBE3A encoding for ubiquitin protein ligase E3A/E6-AP

gene therapies

FDA

2015-10-29

PTC Therapeutics, 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.