AI Drug Discovery for Pharma and Biotech

Drug discovery

4

drugs

With orphan designations

Overview

Proximal Xq28 duplication syndrome is an X-linked disorder caused by duplications in the Xq28 region encompassing MECP2, leading to severe neurodevelopmental impairments. Males typically present with infantile hypotonia, global developmental delay, intellectual disability, progressive spasticity, seizures, recurrent infections, and gastrointestinal dysfunction. Females exhibit variable phenotypes due to skewed X-inactivation. Respiratory infections and neurological deterioration contribute to reduced life expectancy, with approximately 30% mortality before age 25 [1][7][16]. Diagnosis relies on chromosomal microarray or targeted duplication analysis [1][6].

Population

  • Affects ~1% of males with unexplained X-linked intellectual disability [1][15].

  • Over 250 reported cases globally; male predominance with severe manifestations [1][3][6].

  • Females often asymptomatic carriers but may show mild-moderate neuropsychiatric features [6][11].

Burden

  • High morbidity: Progressive spasticity (60% of males), intellectual disability (moderate-severe), and lifelong dependency [1][7].

  • Mortality: 27-39% die before age 25 from respiratory complications [1][17].

  • Significant caregiver burden due to complex needs, including mobility aids and specialized education [6][8].

Therapies

  • Symptomatic management: Antiepileptics for seizures, antibiotics for infections, and GI interventions (e.g., reflux management, feeding support) [3][6][8].

  • Multidisciplinary care: Early physical/occupational therapy, respiratory support, and scoliosis monitoring [1][6][17].

  • No disease-modifying therapies; genetic counseling recommended for family planning [1][8].

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

Research Papers

98 drug discovery papers about Proximal Xq28 duplication syndrome, with 2 first-in-class and 1 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

98 drug discovery papers about Proximal Xq28 duplication syndrome, with 2 first-in-class and 1 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

2026-01-15 | Functional skills in MECP2 duplication syndrome: developmental dynamics and regression.

MECP2 duplication syndrome (MDS) is an ultrarare, X-linked neurodevelopmental disorder that is poorly understood in terms of its natural history and phenotypic variability. There is limited information on how individuals with MDS acquire, retain or lose fundamental functional skills (gross motor, purposeful hand function and communication) - that of which this study aimed to better characterise in the largest case series to date.For 160 individuals with MDS (median age 9.06 y, range: 0.57-51.63 y; 84% male), we report that phenotypic penetrance in females can, in some, result in a similar functional skill deficits to males. However, a higher proportion of females acquired gross motor and fine motor skills compared to males. Use of words was the most common parent-reported skill regression (34/90 [38%]) followed by fine motor/hand function (26/90 [29%]), independent walking (25/90 [28%]) and feeding (25/90 [28%]). Additionally, lower proportions of functional ability were present in those with seizures compared to those without. A general trend was also observed for decreasing functional skills with increasing age. Additionally, those with a larger duplication length (1 + Mb) were less likely to be able to acquire independent walking compared with those with less than a 1 + Mb duplication (p < 0.001).This is the first study to comprehensively map the developmental trajectory of functional skills in MDS and provides a seminal baseline for better characterising the natural history of this disorder. Further investigations are required to understand the importance of interventional therapy on the retainment of functional skills.

Open article ↗



2026-01-07 | MECP2 Duplication Uncouples Mitochondrial and Purine Metabolism During neuronal maturation.

Mitochondria and nucleotide metabolism are critical for cellular and developmental homeostasis, yet their potential interdependence and role in neurodevelopmental disease remain unclear. In MECP2 Duplication Syndrome (MDS), we identify a conserved correlation between mitochondrial function and purine metabolism that is disrupted across human, organoid, and mouse models. Multiomics integration reveals Complex III as the focal point of mitochondrial collapse, leading to redox stress, DNA damage, and hyperactivation of the de novo purine biosynthesis via purinosome assembly. The breakdown of mitochondria-purinosome coupling compromises genome stability, impairs radial glia proliferation, and delays neuronal maturation. By linking a defined genetic dosage imbalance to metabolic network failure, our study positions the mitochondria-purinosome coordination as a fundamental control axis for neurodevelopment and a therapeutic entry point across metabolic and neurodevelopmental disorders.

Open article ↗



2025-12-18 | Mesodermal-specific MECP2 expression in Drosophila induces visceral and skeletal muscle defects rescued by butyrate supplementation

Abstract Background Patients affected by Rett syndrome (RTT) and MECP2 duplication syndrome (MDS) experience disabling muscle weakness and gastrointestinal dysmotility of unclear origin. Whether these defects arise cell-autonomously, rather than secondarily to neural dysfunction, and which developmental windows are most vulnerable to MeCP2 disfunction remains unresolved. MeCP2 is a dosage-sensitive transcriptional regulator, whose functions are tightly linked to chromatin states. Because short-chain fatty acids (SCFAs) are known to inhibit histone deacetylases (HDACs), a tractable in vivo model is needed to test the effect of HDAC modulation on muscle defects. Methods We misexpressed human MECP2 in the Drosophila melanogaster mesoderm that gives rise to skeletal and visceral muscles. We analyzed quantitatively their morphology and function. To assess the effects of SCFA supplementation, we also supplemented diets with sodium butyrate (NaB), Lalbaay®, a NaB-containing supplement, acetate (AcOH), and valproate (VPA). Findings MECP2 misexpression caused pre-eclosion lethality, thinning of larval skeletal fibers with nuclear mispositioning and altered mitochondria. Functionally, it reduced locomotion, decreased food transit and gut peristalsis. Phenotypes were strongest when expression began during development. NaB and VPA supplementation rescue most of these phenotypes, consistent with their histone-deacetylase (HDAC) activity. Defects were not observed upon comparable misexpression of an RTT-associated MeCP2 loss-of-function variant, indicating that they might be relevant to pathogenesis of MECP2-related disorders. Interpretation Our genetic in vivo analysis models peripheral effects of MeCP2 dysregulation and their amelioration, supporting the possibility of HDAC-targeted strategies for MECP2-related muscle and gastrointestinal dysfunction.

Open article ↗



2026-01-15 | Functional skills in MECP2 duplication syndrome: developmental dynamics and regression.

MECP2 duplication syndrome (MDS) is an ultrarare, X-linked neurodevelopmental disorder that is poorly understood in terms of its natural history and phenotypic variability. There is limited information on how individuals with MDS acquire, retain or lose fundamental functional skills (gross motor, purposeful hand function and communication) - that of which this study aimed to better characterise in the largest case series to date.For 160 individuals with MDS (median age 9.06 y, range: 0.57-51.63 y; 84% male), we report that phenotypic penetrance in females can, in some, result in a similar functional skill deficits to males. However, a higher proportion of females acquired gross motor and fine motor skills compared to males. Use of words was the most common parent-reported skill regression (34/90 [38%]) followed by fine motor/hand function (26/90 [29%]), independent walking (25/90 [28%]) and feeding (25/90 [28%]). Additionally, lower proportions of functional ability were present in those with seizures compared to those without. A general trend was also observed for decreasing functional skills with increasing age. Additionally, those with a larger duplication length (1 + Mb) were less likely to be able to acquire independent walking compared with those with less than a 1 + Mb duplication (p < 0.001).This is the first study to comprehensively map the developmental trajectory of functional skills in MDS and provides a seminal baseline for better characterising the natural history of this disorder. Further investigations are required to understand the importance of interventional therapy on the retainment of functional skills.

Open article ↗



2026-01-07 | MECP2 Duplication Uncouples Mitochondrial and Purine Metabolism During neuronal maturation.

Mitochondria and nucleotide metabolism are critical for cellular and developmental homeostasis, yet their potential interdependence and role in neurodevelopmental disease remain unclear. In MECP2 Duplication Syndrome (MDS), we identify a conserved correlation between mitochondrial function and purine metabolism that is disrupted across human, organoid, and mouse models. Multiomics integration reveals Complex III as the focal point of mitochondrial collapse, leading to redox stress, DNA damage, and hyperactivation of the de novo purine biosynthesis via purinosome assembly. The breakdown of mitochondria-purinosome coupling compromises genome stability, impairs radial glia proliferation, and delays neuronal maturation. By linking a defined genetic dosage imbalance to metabolic network failure, our study positions the mitochondria-purinosome coordination as a fundamental control axis for neurodevelopment and a therapeutic entry point across metabolic and neurodevelopmental disorders.

Open article ↗



2025-12-18 | Mesodermal-specific MECP2 expression in Drosophila induces visceral and skeletal muscle defects rescued by butyrate supplementation

Abstract Background Patients affected by Rett syndrome (RTT) and MECP2 duplication syndrome (MDS) experience disabling muscle weakness and gastrointestinal dysmotility of unclear origin. Whether these defects arise cell-autonomously, rather than secondarily to neural dysfunction, and which developmental windows are most vulnerable to MeCP2 disfunction remains unresolved. MeCP2 is a dosage-sensitive transcriptional regulator, whose functions are tightly linked to chromatin states. Because short-chain fatty acids (SCFAs) are known to inhibit histone deacetylases (HDACs), a tractable in vivo model is needed to test the effect of HDAC modulation on muscle defects. Methods We misexpressed human MECP2 in the Drosophila melanogaster mesoderm that gives rise to skeletal and visceral muscles. We analyzed quantitatively their morphology and function. To assess the effects of SCFA supplementation, we also supplemented diets with sodium butyrate (NaB), Lalbaay®, a NaB-containing supplement, acetate (AcOH), and valproate (VPA). Findings MECP2 misexpression caused pre-eclosion lethality, thinning of larval skeletal fibers with nuclear mispositioning and altered mitochondria. Functionally, it reduced locomotion, decreased food transit and gut peristalsis. Phenotypes were strongest when expression began during development. NaB and VPA supplementation rescue most of these phenotypes, consistent with their histone-deacetylase (HDAC) activity. Defects were not observed upon comparable misexpression of an RTT-associated MeCP2 loss-of-function variant, indicating that they might be relevant to pathogenesis of MECP2-related disorders. Interpretation Our genetic in vivo analysis models peripheral effects of MeCP2 dysregulation and their amelioration, supporting the possibility of HDAC-targeted strategies for MECP2-related muscle and gastrointestinal dysfunction.

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

4 orphan drug designations for Proximal Xq28 duplication syndrome.

4 orphan drug designations for Proximal Xq28 duplication syndrome.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

2'-O-(2-Methoxyethyl) modified antisense oligonucleotide against MECP2 pre-mRNA

oligonucleotides

EMA

2025-11-21

Ionis Ireland Limited

2-O-(2-methoxyethyl)/DNA modified antisense drug that selectively targets MECP2 pre-mRNA

oligonucleotides

FDA

2025-01-07

Ionis Pharmaceuticals, Inc.

Adeno-associated virus serotype 9 containing CRISPR/Cas13Y and guide RNA against the human MECP2 gene

gene therapies

EMA

2024-05-24

Granzer Regulatory Consulting & Services GmbH

recombinant adeno-associated virus serotype 9 vector carrying high-fidelity Cas13Y (hfCas13Y), an RNA editor, gene expression cassette, and guide RNAs targeting human MECP2

gene therapies

FDA

2023-10-30

Cholgene Therapeutics, 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.