AI Drug Discovery for Pharma and Biotech

Drug discovery

4

drugs

With orphan designations

Overview

Congenital muscular dystrophy (CMD) comprises rare genetic neuromuscular disorders presenting at birth/infancy with hypotonia, progressive muscle weakness, and dystrophic muscle pathology. Over 30 subtypes exist, classified by affected genes/proteins (e.g., laminin-α2, collagen VI). Clinical features include contractures, respiratory insufficiency, and variable CNS/ocular involvement. Diagnosis combines clinical assessment, muscle biopsy, and genetic testing [1][7][15].

Population

  • Prevalence: 0.6-9 cases per 100,000, varying by subtype and region [2][15]

  • Inheritance: Primarily autosomal recessive; exceptions include dominant de novo LMNA mutations [7][15]

  • Sex distribution: Equal male/female incidence [18]

Burden

  • Mortality: Respiratory/cardiac complications account for 60-80% of deaths, often in early adulthood [1][9]

  • Economic impact: Annual per-patient costs exceed $100,000 (USD) when accounting for medical care, assistive devices, and lost caregiver productivity [4][5]

  • Functional decline: >70% develop scoliosis; 40% require wheelchair dependence by adolescence [5][12][15]

Therapies

  • Supportive care: Respiratory support, physical therapy, orthopedic interventions (spinal fusion, contracture management) [8][19]

  • Pharmacologic: Corticosteroids for specific subtypes; investigational gene therapies (exon skipping, CRISPR/Cas9) in preclinical stages [3][13][16]

  • Multidisciplinary management: Cardiac surveillance, nutritional support, and adaptive equipment [5][11]

Categories: rare genetic diseases, rare neurological diseases

Research Papers

617 drug discovery papers related to Congenital muscular dystrophy, with 6 first-in-class and 2 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

617 drug discovery papers related to Congenital muscular dystrophy, with 6 first-in-class and 2 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-02 | Muscle-Specific Kinase Signaling and Its Therapeutic Potential.

The function of the neuromuscular junction (NMJ) is compromised in many neuromuscular diseases (NMDs) such as autoimmune or congenital myasthenia gravis (MG), amyotrophic lateral sclerosis (ALS), spinal muscular atrophy (SMA), and muscular dystrophies. The NMJ contains muscle-specific kinase (MuSK), which is a critical regulator of NMJ integrity and function. Activating the MuSK signaling cascade may have therapeutic potential in several of these NMDs that are characterized by impaired neuromuscular communication. The MuSK signaling cascade consists of different components and can be activated with interventions at different levels. In the past years, different therapeutic strategies using an engineered recombinant agrin comprised of the C-terminal fragment of the protein (mini-agrin), gene therapy of key proteins in this pathway, agonist MuSK antibodies, and SRC homology 2 domain-containing phosphotyrosine phosphatase 2 (SHP2) inhibitors have been further developed for this purpose. Each of these strategies engages distinct signaling components: mini-agrin, both as recombinant protein and gene therapy, enhances agrin-Lrp4-MuSK interaction; Dok7 gene therapy amplifies MuSK phosphorylation; Lrp4 gene therapy enhances agrin responsiveness; MuSK agonist antibodies bypass upstream defects and promote downstream signaling; SHP2 inhibitors prolong the duration of active MuSK signaling. These therapeutic strategies have ameliorated NMJ integrity and function in several preclinical models of MG, motor neuron diseases, and muscular dystrophies. In this review, we highlight MuSK signaling as a possible therapeutic target, describe the therapeutic efficacy of intervention in MuSK signaling in different NMDs, and present an outlook on future clinical development.

Open article ↗



2026-06-15 | The Effect of Trunk Brace Use on Motor and Pulmonary Functions in a Patient with LAMA2-Related Congenital Muscular Dystrophy: A Case Report.

LAMA2-related congenital muscular dystrophy (CMD), the most common form of CMD, is characterized by very early-onset muscle weakness, trunk instability, neuromuscular scoliosis, and progressive respiratory failure. The effectiveness of trunk bracing in neuromuscular scoliosis is controversial. The aim of this study was to investigate the effects of trunk bracing on spinal alignment, motor function, and pulmonary parameters in a patient diagnosed with LAMA2-related CMD. A 6-year-old female patient with a homozygous LAMA2 deletion and 37° left thoracolumbar scoliosis was recommended to use a thoracolumbar-sacral orthosis (TLSO) while sitting. Assessments were performed at baseline, on day 20, and at week 6. Spinal asymmetry during sitting, Motor Function Measure (MFM), Expanded Hammersmith Functional Motor Scale (HFMSE), Trunk Control Measurement Scale (TCMS), and spirometry-based respiratory function tests (Forced Expiratory Volume in 1 second (FEV1), Forced Vital Capacity (FVC) were evaluated. The patient continued with a standard physical therapy program twice a week. The average daily corset usage time was 4 hours. The MFM score increased from 27 to 42 points, and the HFMSE score increased from 5 to 9 points. An increase was observed in pulmonary parameters (FEV1: 39-54%; FVC: 40-64%). TCMS scores remained stable (7-7-7 points). No side effects were reported. The use of a trunk brace may have positive effects on sitting posture, motor performance, and pulmonary function in LAMA2-related congenital muscular dystrophy.

Open article ↗



2026-06-15 | Preclinical efficacy of a gene therapy for CHKB-mediated muscular dystrophy.

Loss-of-function variants of the CHKB gene cause an autosomal recessive disease described as an early onset congenital megaconial (large peripheral mitochondria) muscular dystrophy. CHKB encodes choline kinase β, the first enzyme in the biochemical pathway for synthesis of the major membrane phospholipid phosphatidylcholine. Chkb -/- mice recapitulate the human disease with affected skeletal muscle displaying a decrease in strength, myofiber atrophy, megaconial mitochondria, fat accumulation within muscle cells, and an increase in muscle injury. Here, we assessed the therapeutic potential of an AAV therapy for the treatment of CHKB-mediated muscular dystrophy. Chkb -/- mice were injected once suborbitally with three different doses of recombinant AAV9 (rAAV9) encoding human CHKB under control of a constitutive and ubiquitous promoter (AAV9-CHKB). The AAV9-CHKB-treated mice were biochemically and phenotypically indistinguishable from the wild type mice. In the Chkb -/- mouse model, all doses resulted in expression of the CHKB protein and restored choline kinase β enzyme activity, body and muscle weight, and normal muscle cell physiology, and they prevented lipid metabolism imbalance and increased the capacity to walk. These findings point to AAV9-mediated gene therapy as a potential treatment for CHKB-mediated disease.

Open article ↗



2026-07-02 | Muscle-Specific Kinase Signaling and Its Therapeutic Potential.

The function of the neuromuscular junction (NMJ) is compromised in many neuromuscular diseases (NMDs) such as autoimmune or congenital myasthenia gravis (MG), amyotrophic lateral sclerosis (ALS), spinal muscular atrophy (SMA), and muscular dystrophies. The NMJ contains muscle-specific kinase (MuSK), which is a critical regulator of NMJ integrity and function. Activating the MuSK signaling cascade may have therapeutic potential in several of these NMDs that are characterized by impaired neuromuscular communication. The MuSK signaling cascade consists of different components and can be activated with interventions at different levels. In the past years, different therapeutic strategies using an engineered recombinant agrin comprised of the C-terminal fragment of the protein (mini-agrin), gene therapy of key proteins in this pathway, agonist MuSK antibodies, and SRC homology 2 domain-containing phosphotyrosine phosphatase 2 (SHP2) inhibitors have been further developed for this purpose. Each of these strategies engages distinct signaling components: mini-agrin, both as recombinant protein and gene therapy, enhances agrin-Lrp4-MuSK interaction; Dok7 gene therapy amplifies MuSK phosphorylation; Lrp4 gene therapy enhances agrin responsiveness; MuSK agonist antibodies bypass upstream defects and promote downstream signaling; SHP2 inhibitors prolong the duration of active MuSK signaling. These therapeutic strategies have ameliorated NMJ integrity and function in several preclinical models of MG, motor neuron diseases, and muscular dystrophies. In this review, we highlight MuSK signaling as a possible therapeutic target, describe the therapeutic efficacy of intervention in MuSK signaling in different NMDs, and present an outlook on future clinical development.

Open article ↗



2026-06-15 | The Effect of Trunk Brace Use on Motor and Pulmonary Functions in a Patient with LAMA2-Related Congenital Muscular Dystrophy: A Case Report.

LAMA2-related congenital muscular dystrophy (CMD), the most common form of CMD, is characterized by very early-onset muscle weakness, trunk instability, neuromuscular scoliosis, and progressive respiratory failure. The effectiveness of trunk bracing in neuromuscular scoliosis is controversial. The aim of this study was to investigate the effects of trunk bracing on spinal alignment, motor function, and pulmonary parameters in a patient diagnosed with LAMA2-related CMD. A 6-year-old female patient with a homozygous LAMA2 deletion and 37° left thoracolumbar scoliosis was recommended to use a thoracolumbar-sacral orthosis (TLSO) while sitting. Assessments were performed at baseline, on day 20, and at week 6. Spinal asymmetry during sitting, Motor Function Measure (MFM), Expanded Hammersmith Functional Motor Scale (HFMSE), Trunk Control Measurement Scale (TCMS), and spirometry-based respiratory function tests (Forced Expiratory Volume in 1 second (FEV1), Forced Vital Capacity (FVC) were evaluated. The patient continued with a standard physical therapy program twice a week. The average daily corset usage time was 4 hours. The MFM score increased from 27 to 42 points, and the HFMSE score increased from 5 to 9 points. An increase was observed in pulmonary parameters (FEV1: 39-54%; FVC: 40-64%). TCMS scores remained stable (7-7-7 points). No side effects were reported. The use of a trunk brace may have positive effects on sitting posture, motor performance, and pulmonary function in LAMA2-related congenital muscular dystrophy.

Open article ↗



2026-06-15 | Preclinical efficacy of a gene therapy for CHKB-mediated muscular dystrophy.

Loss-of-function variants of the CHKB gene cause an autosomal recessive disease described as an early onset congenital megaconial (large peripheral mitochondria) muscular dystrophy. CHKB encodes choline kinase β, the first enzyme in the biochemical pathway for synthesis of the major membrane phospholipid phosphatidylcholine. Chkb -/- mice recapitulate the human disease with affected skeletal muscle displaying a decrease in strength, myofiber atrophy, megaconial mitochondria, fat accumulation within muscle cells, and an increase in muscle injury. Here, we assessed the therapeutic potential of an AAV therapy for the treatment of CHKB-mediated muscular dystrophy. Chkb -/- mice were injected once suborbitally with three different doses of recombinant AAV9 (rAAV9) encoding human CHKB under control of a constitutive and ubiquitous promoter (AAV9-CHKB). The AAV9-CHKB-treated mice were biochemically and phenotypically indistinguishable from the wild type mice. In the Chkb -/- mouse model, all doses resulted in expression of the CHKB protein and restored choline kinase β enzyme activity, body and muscle weight, and normal muscle cell physiology, and they prevented lipid metabolism imbalance and increased the capacity to walk. These findings point to AAV9-mediated gene therapy as a potential treatment for CHKB-mediated disease.

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 Congenital muscular dystrophy.

4 orphan drug designations for Congenital muscular dystrophy.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

adeno associated vector (serotype AAV MYO2) encoding the fukutin related protein (ssAAVMYO2.tMCK.FKRP)

gene therapies

FDA

2025-09-04

Cure Rare Disease

Insulin-like Growth Factor-1

proteins

FDA

2022-04-11

Sarcomed AB

Human laminin-111, recombinant

proteins

EMA

2021-01-06

Maxia Strategies-Europe Limited

omigapil

small molecules

FDA

2008-06-24

Santhera Pharmaceuticals (Switzerland) Limited

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.

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.