AI Drug Discovery for Pharma and Biotech

Drug discovery

8

drugs

With orphan designations

Overview

Myotonic dystrophy (DM) is an inherited multisystem disorder characterized by progressive muscle weakness, myotonia, cardiac conduction defects, and systemic manifestations affecting the eyes, endocrine system, and CNS. Two types exist: DM1 (CTG repeat in DMPK) and DM2 (CCTG repeat in CNBP). DM1 often presents with distal weakness, cataracts, and cognitive impairment, while DM2 features proximal weakness and milder cardiac involvement [1][11][16].

Population

  • Global prevalence: 1:2,100 for DM1 mutations, 1:1,830 for DM2 [7][12]

  • DM1 accounts for 80% of cases; congenital DM1 affects 1:20,000 births [2][16]

  • Higher DM1 prevalence in founder populations (e.g., Quebec: 1:475) [7][17]

Burden

  • 3.7× higher hospitalization rates vs controls; 3.9× increased healthcare costs [4][9]

  • 47% of patients report work disability; 48% experience severe fatigue [14][19]

  • Reduced life expectancy (DM1: early 50s) primarily from respiratory/cardiac complications [2][20]

Therapies

  • Symptomatic management: Mexiletine for myotonia [1], CPAP for sleep apnea [3], pacemakers for cardiac arrhythmias [6]

  • Multidisciplinary care: Neurology, cardiology, pulmonology, and rehab medicine coordination [1][6]

  • Experimental approaches: CRISPRi gene therapy targeting DMPK shows promise in preclinical studies [18]

Categories: rare genetic diseases, rare neurological diseases

Research Papers

1,056 drug discovery papers related to Myotonic dystrophy, with 6 first-in-class and 3 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate.

1,056 drug discovery papers related to Myotonic dystrophy, with 6 first-in-class and 3 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate.

2026-07-10 | Aberrant neuronal differentiation and splicing defects in Congenital Myotonic Dystrophy (DM1) iPSC models.

Myotonic Dystrophy type 1 (DM1) is an autosomal multisystem disorder manifested due to unstable CTG nucleotide repeat expansion within the 3'-untranslated region of the dystrophia myotonica protein kinase ( DMPK ) gene. Although progress towards understanding of molecular pathogenesis in muscle and heart has been made, the pathways that affect the brain in DM1 is fundamentally unknown. In addition, the congenital DM1 manifest even more complicated brain abnormalities. Despite the wealth of existing cellular and animal models, iPSCs based studies are being fostered as they replicate the human model more closely to the disease. In view of this context, we set out to characterize the differentiation potential of congenital DM1 patient derived iPSC lines towards neuronal cells. Using neurogenin2 (NGN2) induced direct reprogramming of iPSCs into neurons and chemically defined media-induced neural induction protocol, we find that congenital DM1 mutant iPSC derived neurons exhibited precocious differentiation, as evidenced by their expression of pan-neuronal markers TUJ1 and Map2, along with increased processes extension and neurite length. Moreover, unbiased RNA sequencing analyses and qPCR validation revealed precocious and enhanced expression of several neurogenic transcription factors including, Ascl1, NeuroG2, and NeuroD1. Furthermore, immunofluorescence imaging of MBNL1 and MBNL2, RNA-splicing factors, displayed enhanced nuclear aggregations, a hallmark of the DM1 disease, in the mutant lines. Moreover, investigation of RNA splicing events identified mis-splicing in many important genes/transcripts including RMST, ANK3 and MBD1 during the neural conversion of congenital DM1 lines. These studies reveal novel paradigms that may contribute to neurological pathogenesis in CDM1 patients. These studies also provide a strong foundation for future mechanistic investigation aimed at understanding CDM1 pathology and may open new avenues for the development of gene therapy approaches for individuals with DM1.

Open article ↗



2026-07-09 | Elimination of myotonia improves myopathy in a muscleblind-like knockout model of myotonic dystrophy.

A cardinal sign of myotonic dystrophy type 1 (DM1) is myotonia, slow muscle relaxation after voluntary contraction. Myotonia results from mis-regulated splicing of chloride channel 1 (ClC-1), leading to loss of channel function and runs of involuntary action potentials in muscle fibers. Preceding the onset of weakness, myotonia is often the first symptom of DM1, and thus this raises the possibility that muscle hyperexcitability contributes to the subsequent weakness and myopathy. Here, we show that genomic deletion of ClC-1 exon 7a (E7a), a cryptic exon abnormally regulated in DM1, completely rescues of ClC-1 function and yields permanent elimination of myotonia in the muscleblind-like 1 (Mbnl1) knockout mouse model of DM1. The restoration of normal excitability results in normalization of muscle force generation, correction of fiber-type distribution, and improvement of muscle histology. E7a deletion also partially corrects the muscle transcriptome, including changes of differential gene expression and alternative splicing. These results indicate that E7a inclusion is a lynchpin splice event that contributes to myotonic myopathy, and support myotonia reduction as a therapeutic objective in DM1.

Open article ↗



2026-07-03 | A simple, sensitive microsample LC-MS assay for quercetin and isorhamnetin in mouse and human plasma: application to EMIQ treatment in myotonic dystrophy type 1.

Quercetin, a dietary flavonoid with emerging therapeutic relevance in myotonic dystrophy type 1 (DM1), has low solubility and poor oral bioavailability. Enzymatically modified isoquercitrin (EMIQ), a water-soluble prodrug, raises systemic quercetin exposure. Pharmacokinetic studies require a sensitive assay that uses minimal sample volume. We developed a single-quadrupole liquid chromatography-mass spectrometry (LC-MS) assay for free quercetin, total quercetin (after enzymatic hydrolysis of glucuronide and sulfate conjugates), and the methylated metabolite isorhamnetin in mouse and human plasma. The method used protein precipitation, 10 µL of plasma, reversed-phase C18 separation, and single-ion recording of [M+H]+ adducts. Validation followed a fit-for-purpose approach consistent with M10 guidelines, and the assay was applied to plasma from EMIQ-treated DM1 and wild-type mice (15 g/L for 6 and 12 weeks). Calibration curves showed r2  > 0.99, with an LLOQ of 0.070 µM for quercetin in both matrices. The assay was successfully validated for quercetin in mouse and human plasma. Total quercetin and isorhamnetin were quantifiable in all treated mice. Exploratory analysis suggested glucuronidation as the major conjugation pathway. This simple, cost-effective microsampling assay suits preclinical and translational studies of EMIQ in DM1, though the conjugation findings remain exploratory.

Open article ↗



2026-07-10 | Aberrant neuronal differentiation and splicing defects in Congenital Myotonic Dystrophy (DM1) iPSC models.

Myotonic Dystrophy type 1 (DM1) is an autosomal multisystem disorder manifested due to unstable CTG nucleotide repeat expansion within the 3'-untranslated region of the dystrophia myotonica protein kinase ( DMPK ) gene. Although progress towards understanding of molecular pathogenesis in muscle and heart has been made, the pathways that affect the brain in DM1 is fundamentally unknown. In addition, the congenital DM1 manifest even more complicated brain abnormalities. Despite the wealth of existing cellular and animal models, iPSCs based studies are being fostered as they replicate the human model more closely to the disease. In view of this context, we set out to characterize the differentiation potential of congenital DM1 patient derived iPSC lines towards neuronal cells. Using neurogenin2 (NGN2) induced direct reprogramming of iPSCs into neurons and chemically defined media-induced neural induction protocol, we find that congenital DM1 mutant iPSC derived neurons exhibited precocious differentiation, as evidenced by their expression of pan-neuronal markers TUJ1 and Map2, along with increased processes extension and neurite length. Moreover, unbiased RNA sequencing analyses and qPCR validation revealed precocious and enhanced expression of several neurogenic transcription factors including, Ascl1, NeuroG2, and NeuroD1. Furthermore, immunofluorescence imaging of MBNL1 and MBNL2, RNA-splicing factors, displayed enhanced nuclear aggregations, a hallmark of the DM1 disease, in the mutant lines. Moreover, investigation of RNA splicing events identified mis-splicing in many important genes/transcripts including RMST, ANK3 and MBD1 during the neural conversion of congenital DM1 lines. These studies reveal novel paradigms that may contribute to neurological pathogenesis in CDM1 patients. These studies also provide a strong foundation for future mechanistic investigation aimed at understanding CDM1 pathology and may open new avenues for the development of gene therapy approaches for individuals with DM1.

Open article ↗



2026-07-09 | Elimination of myotonia improves myopathy in a muscleblind-like knockout model of myotonic dystrophy.

A cardinal sign of myotonic dystrophy type 1 (DM1) is myotonia, slow muscle relaxation after voluntary contraction. Myotonia results from mis-regulated splicing of chloride channel 1 (ClC-1), leading to loss of channel function and runs of involuntary action potentials in muscle fibers. Preceding the onset of weakness, myotonia is often the first symptom of DM1, and thus this raises the possibility that muscle hyperexcitability contributes to the subsequent weakness and myopathy. Here, we show that genomic deletion of ClC-1 exon 7a (E7a), a cryptic exon abnormally regulated in DM1, completely rescues of ClC-1 function and yields permanent elimination of myotonia in the muscleblind-like 1 (Mbnl1) knockout mouse model of DM1. The restoration of normal excitability results in normalization of muscle force generation, correction of fiber-type distribution, and improvement of muscle histology. E7a deletion also partially corrects the muscle transcriptome, including changes of differential gene expression and alternative splicing. These results indicate that E7a inclusion is a lynchpin splice event that contributes to myotonic myopathy, and support myotonia reduction as a therapeutic objective in DM1.

Open article ↗



2026-07-03 | A simple, sensitive microsample LC-MS assay for quercetin and isorhamnetin in mouse and human plasma: application to EMIQ treatment in myotonic dystrophy type 1.

Quercetin, a dietary flavonoid with emerging therapeutic relevance in myotonic dystrophy type 1 (DM1), has low solubility and poor oral bioavailability. Enzymatically modified isoquercitrin (EMIQ), a water-soluble prodrug, raises systemic quercetin exposure. Pharmacokinetic studies require a sensitive assay that uses minimal sample volume. We developed a single-quadrupole liquid chromatography-mass spectrometry (LC-MS) assay for free quercetin, total quercetin (after enzymatic hydrolysis of glucuronide and sulfate conjugates), and the methylated metabolite isorhamnetin in mouse and human plasma. The method used protein precipitation, 10 µL of plasma, reversed-phase C18 separation, and single-ion recording of [M+H]+ adducts. Validation followed a fit-for-purpose approach consistent with M10 guidelines, and the assay was applied to plasma from EMIQ-treated DM1 and wild-type mice (15 g/L for 6 and 12 weeks). Calibration curves showed r2  > 0.99, with an LLOQ of 0.070 µM for quercetin in both matrices. The assay was successfully validated for quercetin in mouse and human plasma. Total quercetin and isorhamnetin were quantifiable in all treated mice. Exploratory analysis suggested glucuronidation as the major conjugation pathway. This simple, cost-effective microsampling assay suits preclinical and translational studies of EMIQ in DM1, though the conjugation findings remain exploratory.

Open article ↗



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Access all drug discovery articles and probability of success in trials forecasts:

Drug Discovery Landscape

8 orphan drug designations for Myotonic dystrophy, including 1 approved therapy.

8 orphan drug designations for Myotonic dystrophy, including 1 approved therapy.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

RNA, [P-deoxy-P-(dimethylamino)](2',3'-dideoxy-2',3'-imino-2',3'-seco)(2'a->5') (C-A-G-C-A-G-C-A-G-C-A-G-C-A-G-C-A-G-C-A-[2'a-[39-[[1-acetyl-L-prolyl-L-lysyl-L-lysyl-L-lysyl-L-arginyl-L-lysyl-L-valyl-2-[2-(2-aminoethoxy)ethoxy]acetyl-N6-(L-phenylalanylglycyl-L-phenylalanylglycyl-L-arginylglycyl-L-arginyl-L-gamma-glutamyl)-L-lysyl]amino]-1- oxo-4,7,10,13,16,19,22,25,28,31,34,37-dodecaoxanonatriacont-1-yl]]G), (8'->1')-lactam

oligonucleotides

EMA

2025-08-22

nan

Vertex Pharmaceuticals (Ireland) Limited

Phosphorodiamidate morpholino oligonucleotide against the CUG repeat expansion of the DMPK gene mRNA transcript, conjugated to a cell penetrating peptide

oligonucleotides

EMA

2025-07-18

nan

Yes Pharmaceutical Development Services GmbH

mexiletine

small molecules

FDA

2020-03-16

nan

Lupin Europe GmbH

synthetic oligomer of 16 nucleotides

oligonucleotides

FDA

2015-01-13

nan

Ionis Pharmaceuticals, Inc.

Mexiletine hydrochloride [Namuscla]

small molecules

EMA

2014-11-19

2018-12-20

Lupin Europe GmbH

(6aS)-1,10-dimethoxy-6-methyl-5,6,6a,7-tetrahydro-4H-dibenzo[de,g]quinoline-2,9-diol

small molecules

EMA

2014-01-16

nan

Valentia BioPharma S.L

Mexiletine hydrochloride

small molecules

EMA

2013-10-07

nan

Agenzia Industrie Difesa-Stabilimento Chimico Farmaceutico Militare

mecasermin

proteins

FDA

2007-12-03

nan

Insmed, 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.