AI Drug Discovery for Pharma and Biotech

Drug discovery

1

drug

With orphan designation

Overview

Rare dystonias encompass genetically inherited and idiopathic movement disorders characterized by sustained or intermittent involuntary muscle contractions causing abnormal postures, tremors, and functional impairment. These disorders exhibit phenotypic variability, with focal (e.g., cervical dystonia, writer's cramp) and generalized forms, often presenting with pain, psychiatric comorbidities, and progressive disability [1][6][12].

Population

  • Prevalence ranges from 16.43/100,000 for primary dystonia to 1/200,000–330,000 for early-onset generalized forms in Europe [4][14]

  • Higher incidence in Ashkenazi Jewish populations (1/3,000–9,000) due to TOR1A founder mutations [4][16]

  • Adult-onset focal dystonia (e.g., cervical dystonia, blepharospasm) is most common, accounting for ~70% of cases [12][17]

Burden

  • Functional impact: 28.3% of focal dystonia patients experience symptom spread, worsening disability [1][12]

  • Psychiatric comorbidity: 42.5% report depression/anxiety, correlating with symptom severity [8][11][19]

  • Economic: High costs from repeated botulinum toxin regimens ($1,800–$3,800 annual) and DBS surgery ($50,000–$100,000) [8][10]

Therapies

  • First-line: Botulinum toxin injections for focal/segmental dystonia [3][8][13]

  • Oral agents: Trihexyphenidyl (anticholinergic) and levodopa (for dopa-responsive dystonia) [6][18][19]

  • Advanced: Deep brain stimulation (GPi target) for medically refractory generalized dystonia, particularly in DYT1 carriers [4][8][11]

Categories: rare neurological diseases

Research Papers

371 drug discovery papers about Rare dystonia, with 2 first-in-class and 3 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

371 drug discovery papers about Rare dystonia, with 2 first-in-class and 3 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-09 | Relative Efficacy of Self-Managed Caffeine Supplementation in Maintaining Daily Activity in a Patient with ADCY5-Related Dyskinesia: A Case Report.

ADCY5-related dyskinesia is an autosomal dominant movement disorder with limited treatment options because many standard medications are ineffective. Caffeine has shown efficacy in ADCY5-related dyskinesia as an adenosine A2A receptor antagonist, but optimal dosing remains uncertain. We report a 24-year-old woman with paroxysmal dyskinesia since early childhood, consisting of chorea, dystonia, and myoclonus upon waking. More than 15 medications failed. Whole-exome sequencing identified a mosaic ADCY5 variant (p.R418Q, 7% variant allele frequency). Caffeine escalation from 100 to 600 mg worsened symptoms. Four months later, she found that unsweetened canned coffee containing approximately 100 mg of caffeine per can, taken 1-3 times daily, reduced her symptoms and helped her maintain daily employment. In a self-controlled analysis of 39 coffee-intake events, dyskinesia episodes during the 6 h after coffee intake were significantly fewer than during the preceding 6 h (p = 0.002). This case demonstrates successful symptom control in ADCY5-related dyskinesia using patient-directed, low-dose caffeine therapy. The striking response suggests a narrow therapeutic window for caffeine in this condition and that patient self-titration may be valuable in optimizing treatment response.

Open article ↗



2026-07-02 | Central precocious puberty as the initial manifestation of multisystem involvement caused by de novo heterozygous KMT2B mutation and STS hemizygous deletion: a case report.

Pathogenic loss-of-function variants in the KMT2B gene cause a rare autosomal dominant disorder with two major phenotypes: KMT2B-related dystonia (DYT-KMT2B) and KMT2B-related neurodevelopmental disorder (KMT2B-NDD). Central precocious puberty (CPP) has been documented as a comorbidity in patients with DYT-KMT2B, but has not been reported as the primary clinical manifestation of the disorder in patients without dystonia. Deletions or pathogenic variants in the STS gene cause X-linked ichthyosis (XLI). Concurrent KMT2B and STS alterations have not been well characterised, and GnRH analogue therapy for CPP in KMT2B-related disorders has not been previously described. An 8-year-10-month-old male presented with a 1-2-year history of progressive increase in penile length and girth. Physical examination revealed distinctive craniofacial dysmorphism, classic ichthyotic scaling, pubertal changes consistent with precocious puberty, and normal muscle tone without dystonic features. Biochemical testing confirmed markedly elevated serum total testosterone, a positive gonadotropin-releasing hormone (GnRH) stimulation test consistent with CPP, and bone age advanced by 1.2 years relative to chronological age. Neurocognitive assessment identified mild intellectual disability. Family-based whole-exome sequencing and copy number variation (CNV) analysis identified a de novo heterozygous pathogenic nonsense variant in KMT2B (NM_014727.3: c.4213del, p.Leu1405Ter) and a hemizygous pathogenic full-coding deletion of STS. The patient was treated with leuprorelin acetate for CPP and topical emollients for XLI. At 3-month follow-up, physical signs of puberty remained stable. GnRHa stimulation test showed indicating but incomplete suppression of the hypothalamic-pituitary-gonadal axis. The ichthyotic skin lesions improved markedly with topical therapy. The leuprorelin acetate dose was subsequently increased. The patient is continuing on the current regimen with close monitoring. Precocious puberty has been reported in eleven patients with KMT2B-related dystonia. This case documents the co-occurrence of a KMT2B-related disorder and XLI in a patient, and provides documentation of GnRH analogue therapy and structured endocrine follow-up for CPP in this population. KMT2B haploinsufficiency may contribute to premature activation of the hypothalamic-pituitary-gonadal axis through disruption of ERα-mediated transcriptional regulation and altered epigenetic programming at key hypothalamic developmental genes. Clinically, children with KMT2B-related disorders should undergo comprehensive endocrine assessment to facilitate early diagnosis and timely intervention.

Open article ↗



2026-06-26 | Clinical and Genetic Spectrum of ANO3-Related Dystonia with Treatment Responses in a Chinese Cohort.

Background: Variants in anoctamin 3 (ANO3) are linked to autosomal dominant dystonia, commonly known as DYT-ANO3 (OMIM: #615034). While craniocervical dystonia constitutes the most frequently observed phenotype, its clinical manifestations display significant heterogeneity. Nevertheless, the data concerning the genetic characteristics, clinical features, and therapeutic outcomes of ANO3-related dystonia within Asian populations remain scarce. Methods: Whole-exome sequencing was conducted on 661 Chinese patients, comprising 356 individuals with dystonia and 305 individuals with non-dystonic movement disorders who served as an internal disease-control cohort. Candidate ANO3 variants were evaluated based on population frequency, predicted deleteriousness, ACMG criteria, and aggregate frequency analyses. A retrospective review was performed of clinical features and treatment responses. Results: Fifteen rare ANO3 missense variants were identified in 16 patients with dystonia and one non-dystonic individual, including one pathogenic variant, six likely pathogenic variants, and nine previously unreported variants. The rare ANO3 variants were significantly enriched in the dystonia cohort compared with the controls. ANO3-related dystonia exhibited broad clinical heterogeneity, with frequent cervical involvement (62.5%) and tremulous features (75%), and occasionally extended beyond classical isolated dystonia. Oral medication and botulinum toxin showed variable benefit, whereas deep brain stimulation was associated with marked improvement in selected medically refractory patients. Conclusions: This study broadens the genetic and clinical spectrum of ANO3-related movement disorders in a Chinese cohort. The findings support substantial clinical heterogeneity in DYT-ANO3 and suggest that deep brain stimulation, especially STN-DBS, may be considered in selected refractory cases, although further studies are needed.

Open article ↗



2026-07-09 | Relative Efficacy of Self-Managed Caffeine Supplementation in Maintaining Daily Activity in a Patient with ADCY5-Related Dyskinesia: A Case Report.

ADCY5-related dyskinesia is an autosomal dominant movement disorder with limited treatment options because many standard medications are ineffective. Caffeine has shown efficacy in ADCY5-related dyskinesia as an adenosine A2A receptor antagonist, but optimal dosing remains uncertain. We report a 24-year-old woman with paroxysmal dyskinesia since early childhood, consisting of chorea, dystonia, and myoclonus upon waking. More than 15 medications failed. Whole-exome sequencing identified a mosaic ADCY5 variant (p.R418Q, 7% variant allele frequency). Caffeine escalation from 100 to 600 mg worsened symptoms. Four months later, she found that unsweetened canned coffee containing approximately 100 mg of caffeine per can, taken 1-3 times daily, reduced her symptoms and helped her maintain daily employment. In a self-controlled analysis of 39 coffee-intake events, dyskinesia episodes during the 6 h after coffee intake were significantly fewer than during the preceding 6 h (p = 0.002). This case demonstrates successful symptom control in ADCY5-related dyskinesia using patient-directed, low-dose caffeine therapy. The striking response suggests a narrow therapeutic window for caffeine in this condition and that patient self-titration may be valuable in optimizing treatment response.

Open article ↗



2026-07-02 | Central precocious puberty as the initial manifestation of multisystem involvement caused by de novo heterozygous KMT2B mutation and STS hemizygous deletion: a case report.

Pathogenic loss-of-function variants in the KMT2B gene cause a rare autosomal dominant disorder with two major phenotypes: KMT2B-related dystonia (DYT-KMT2B) and KMT2B-related neurodevelopmental disorder (KMT2B-NDD). Central precocious puberty (CPP) has been documented as a comorbidity in patients with DYT-KMT2B, but has not been reported as the primary clinical manifestation of the disorder in patients without dystonia. Deletions or pathogenic variants in the STS gene cause X-linked ichthyosis (XLI). Concurrent KMT2B and STS alterations have not been well characterised, and GnRH analogue therapy for CPP in KMT2B-related disorders has not been previously described. An 8-year-10-month-old male presented with a 1-2-year history of progressive increase in penile length and girth. Physical examination revealed distinctive craniofacial dysmorphism, classic ichthyotic scaling, pubertal changes consistent with precocious puberty, and normal muscle tone without dystonic features. Biochemical testing confirmed markedly elevated serum total testosterone, a positive gonadotropin-releasing hormone (GnRH) stimulation test consistent with CPP, and bone age advanced by 1.2 years relative to chronological age. Neurocognitive assessment identified mild intellectual disability. Family-based whole-exome sequencing and copy number variation (CNV) analysis identified a de novo heterozygous pathogenic nonsense variant in KMT2B (NM_014727.3: c.4213del, p.Leu1405Ter) and a hemizygous pathogenic full-coding deletion of STS. The patient was treated with leuprorelin acetate for CPP and topical emollients for XLI. At 3-month follow-up, physical signs of puberty remained stable. GnRHa stimulation test showed indicating but incomplete suppression of the hypothalamic-pituitary-gonadal axis. The ichthyotic skin lesions improved markedly with topical therapy. The leuprorelin acetate dose was subsequently increased. The patient is continuing on the current regimen with close monitoring. Precocious puberty has been reported in eleven patients with KMT2B-related dystonia. This case documents the co-occurrence of a KMT2B-related disorder and XLI in a patient, and provides documentation of GnRH analogue therapy and structured endocrine follow-up for CPP in this population. KMT2B haploinsufficiency may contribute to premature activation of the hypothalamic-pituitary-gonadal axis through disruption of ERα-mediated transcriptional regulation and altered epigenetic programming at key hypothalamic developmental genes. Clinically, children with KMT2B-related disorders should undergo comprehensive endocrine assessment to facilitate early diagnosis and timely intervention.

Open article ↗



2026-06-26 | Clinical and Genetic Spectrum of ANO3-Related Dystonia with Treatment Responses in a Chinese Cohort.

Background: Variants in anoctamin 3 (ANO3) are linked to autosomal dominant dystonia, commonly known as DYT-ANO3 (OMIM: #615034). While craniocervical dystonia constitutes the most frequently observed phenotype, its clinical manifestations display significant heterogeneity. Nevertheless, the data concerning the genetic characteristics, clinical features, and therapeutic outcomes of ANO3-related dystonia within Asian populations remain scarce. Methods: Whole-exome sequencing was conducted on 661 Chinese patients, comprising 356 individuals with dystonia and 305 individuals with non-dystonic movement disorders who served as an internal disease-control cohort. Candidate ANO3 variants were evaluated based on population frequency, predicted deleteriousness, ACMG criteria, and aggregate frequency analyses. A retrospective review was performed of clinical features and treatment responses. Results: Fifteen rare ANO3 missense variants were identified in 16 patients with dystonia and one non-dystonic individual, including one pathogenic variant, six likely pathogenic variants, and nine previously unreported variants. The rare ANO3 variants were significantly enriched in the dystonia cohort compared with the controls. ANO3-related dystonia exhibited broad clinical heterogeneity, with frequent cervical involvement (62.5%) and tremulous features (75%), and occasionally extended beyond classical isolated dystonia. Oral medication and botulinum toxin showed variable benefit, whereas deep brain stimulation was associated with marked improvement in selected medically refractory patients. Conclusions: This study broadens the genetic and clinical spectrum of ANO3-related movement disorders in a Chinese cohort. The findings support substantial clinical heterogeneity in DYT-ANO3 and suggest that deep brain stimulation, especially STN-DBS, may be considered in selected refractory cases, although further studies are needed.

Open article ↗



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Drug Discovery Landscape

1 orphan drug designation for Rare dystonia.

1 orphan drug designation for Rare dystonia.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

baclofen

small molecules

FDA

2003-12-02

Medtronic Neurological

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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.