AI Drug Discovery for Pharma and Biotech

Drug discovery

12

drugs

With orphan designations

Overview

Steinert myotonic dystrophy (DM1) is an autosomal dominant multisystem disorder caused by a CTG trinucleotide repeat expansion in the DMPK gene. It manifests with progressive muscle weakness, myotonia, cardiac conduction defects, cataracts, endocrine dysfunction, and neuropsychiatric impairments. The most common adult-onset muscular dystrophy, DM1 exhibits anticipation, with congenital forms showing severe neonatal complications. Prevalence ranges from 1/2,300 to 1/8,000, with regional variations like 1/600 in Quebec's founder populations [1][16][19].

Population

Global prevalence 1/2,300–1/8,000, rising to 1/600 in Quebec founder populations. Includes congenital (15% of cases), childhood, and adult-onset forms [1][7][16]. Anticipation leads to earlier symptom onset in subsequent generations [7][16].

Burden

Median survival 55 years with respiratory/cardiac deaths (30-40% mortality in congenital cases) [1][2]. 47% unemployment due to disability, 33% severe leisure limitations [4]. Associated with depression (26% of women) [4], anxiety, and 5-fold increased hospitalization risk [9].

Therapies

Symptom-focused management: mexiletine for myotonia (with cardiac monitoring) [12][17], pacemakers for arrhythmias [1], non-invasive ventilation [8][12], and cognitive-behavioral therapy [8]. Emerging therapies include CRISPRi gene editing targeting mutant DMPK RNA in preclinical studies [3][15].

Categories: rare cardiac diseases, rare developmental anomalies during embryogenesis, rare genetic diseases, rare neurological diseases, rare ophthalmic disorders, rare transplant-related disorders

Research Papers

970 drug discovery papers about Steinert myotonic dystrophy, with 4 first-in-class and 8 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

970 drug discovery papers about Steinert myotonic dystrophy, with 4 first-in-class and 8 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

2026-08-15 | An Ultrastructural and Proteomic Analysis in DM1 Young Adults' Myoblasts: Stressed RER and Mitochondrial Dysfunction Involvement.

Myotonic dystrophy type 1 (DM1) is a progressive muscular disorder caused by the expansion of CTG repeats in the 3' UTR of the DMPK gene. Although the pathogenic mechanisms remain unclear, recent evidence suggests that activation of innate immune responses may contribute to disease progression. In this study, we examined the ultrastructure and proteomic data of myoblasts from young adult DM1 patients carrying approximately 800 and 1300 CTG repeats in order to investigate a link between cellular stress and immune activation. We observed activation of the type I interferon (IFN-I) pathway associated with rough endoplasmic reticulum stress (sRER). The sRER response is likely triggered by the accumulation of toxic RNA species generated from the expanded DMPK allele. Our data suggest that this inappropriate activation of the IFN-I pathway contributes to muscle pathology, not by blocking differentiation directly, but through chronic stress signalling. These findings support a model in which innate immune dysregulation plays a central role in DM1 muscle degeneration and highlight the IFN1 pathway as a potential therapeutic target for restoring normal muscle function.

Open article ↗



2026-08-04 | A bitter melon natural compound ameliorates the myotonic dystrophy type 1 skeletal muscle phenotype in a sex-specific manner.

Myotonic Dystrophy Type 1 (DM1) is a multisystemic neuromuscular disease characterized by severe skeletal muscle dysfunction. The etiology of DM1 is primarily driven by RNA toxicity resulting from a gain-of-function mutation in DMPK mRNAs. Beyond this hallmark, DM1 is also characterized by the repression of the AMP-activated protein kinase (AMPK) pathway. Previous work has shown that targeting AMPK represents a novel therapeutic avenue for DM1. In this study, we investigated the therapeutic potential of novel AMPK activators derived from Momordica charantia (bitter melon). A screen of 26 bitter melon-derived compounds (BMCs) in C2C12 myotubes identified BMC-25 as a potent AMPK activator. Acute treatment of DM1 (HSALR) mice with BMC-25 induced an expected activation of AMPK in DM1 mice, while chronic treatment restored several DM1 histopathological features, including toxic ribonuclear foci. Interestingly, BMC-25 treatment induced distinct, sex-dependent molecular benefits. In female DM1 mice, BMC-25 treatment corrected the pattern of expression of RNA-binding proteins including CELF1, MBNL1, and Staufen1 in skeletal muscle and achieved a much greater correction of alternative splicing of multiple transcripts relative to their respective controls. In contrast, male DM1 mice exhibited very limited improvements in these parameters. Collectively, our findings indicate that sustained AMPK activation with BMC-25 confers multifaceted benefits to DM1 skeletal muscle by improving core DM1 pathogenic features in a sex-dependent manner. Finally, these results highlight the potential of natural compounds like BMCs as novel, promising and accessible therapeutics for the DM1 muscle pathology.

Open article ↗



2026-07-31 | Energy expenditure and the accuracy of predictive equations in myotonic dystrophy type 1.

BackgroundMyotonic dystrophy type 1 (DM1) is associated with reduced physical activity, overweight and cardiovascular morbidity. Nutritional management requires accurate estimation of total daily energy expenditure (TEE), based on basal metabolic rate (BMR) and physical activity level (PAL). However, DM1-related changes in body composition may reduce the accuracy of commonly used BMR equations. This study evaluated BMR equation accuracy in DM1 versus controls, and assessed PAL and substrate oxidation.MethodsIn this secondary analysis of a prospective case-control study, 15 DM1 patients were compared with 15 age-, sex-, and BMI-matched controls. Body composition was measured using dual-energy X-ray absorptiometry. Overnight metabolic rate (OMR) was assessed by room calorimetry and compared with standard predictive equations (Harris-Benedict, WHO, Mifflin-St Jeor). Additionally, OMR was compared to body composition-based equations (Wang, Nelson, Sabounchi structures 4, 5, and 11). TEE was measured over 15 days using doubly labeled water. PAL was calculated as TEE/OMR, and substrate oxidation was assessed using the respiratory exchange ratio (RER).ResultsStandard predictive equations significantly overestimated metabolic rate in DM1, with median biases of +100 to +165 kcal/day (+7% to +12%, p<0.01), with no significant bias in controls. Structure 11 performed best in DM1 (+0.0%, p=1.000). PAL was lower in DM1 than in controls (1.42 vs. 1.69, p<0.001), whereas RER did not differ.ConclusionCommon predictive equations overestimate energy requirements in DM1. Body composition-based approaches or correction factors may improve estimation, while low PAL should be considered when estimating TEE. These findings have direct implications for nutritional management in DM1.

Open article ↗



2026-07-28 | Impaired Myogenic Differentiation Is a Shared Feature Across Genetic Myopathies.

There is a shared hallmark of defective differentiation across genetic myopathies, a process that has been extensively described in Duchenne muscular dystrophy and also observed in Emery-Dreifuss muscular dystrophy. In this article, we broaden the discussion on myopathies associated with differentiation defects, examining their implications in less characterized muscle conditions that can have onset in adulthood, including facioscapulohumeral muscular dystrophy (FSHD), oculopharyngeal muscular dystrophy (OPMD), and myotonic dystrophies (DM), as well as myopathies caused by genetic variants in FHL1, GNE, DES, CAPN3, and members of the HNRNP family. Muscle damage can result from injury, exercise, or disease, necessitating a highly coordinated repair process to restore normal strength and function. Resident satellite cells are activated, differentiate, and fuse with the damaged tissue to facilitate this repair. This overview emphasizes the importance of muscle differentiation in the pathogenesis of myopathies with diverse etiologies and a broad range of underlying molecular mechanisms. These insights highlight differentiation as a potential convergent therapeutic target.

Open article ↗



2026-07-26 | Differential Effects of Protein Kinase C Inhibitors on Nuclear and Cytoplasmic DMPK Transcript Dynamics in Myotonic Dystrophy Type 1 Cells

The major molecular basis for myotonic dystrophy type 1 disorder is the occurrence of a mutation leading to expanded CTG triplet units in the 3’-untranslated region of Dystrophia Myotonica Protein Kinase (DMPK) gene, which leads to the formation of foci in the nuclei of these cells. An assay based on the DMPK transcript (Bpm I polymorphism) was developed to test the effect of compounds of protein Kinase C inhibitors- hypericin and Ro 31-8220- to determine whether either inhibitor affected the transport of DMPK transcripts from nucleus to the cytoplasm or reduced the proportion of the transcript in both fibroblast and myoblast cells. The results from this study showed that the protein kinase C inhibitors were not able to affect the relocation of mutant DMPK transcripts from the nucleus to the cytoplasm in both DM1 fibroblasts and myoblasts, but Ro 31-8220 significantly reduced mutant transcripts in the nuclear fraction of DM1 fibroblasts. In the nuclei of fibroblasts, Ro 31-8220 treatment showed a 38.5±5.4% proportion of mutant transcript, hypericin treatment exhibited 54.2±3.5% mutant transcript, while those of DMSO treatment and untreated were 43.7±3.0% and 51.4±0.8%, respectively. For cytoplasmic fractions of DM1 fibroblasts, Ro 31-8220-treated cells indicated 94.4±1.7% normal transcript, hypericin treatment showed 91.6±1.0%, with DMSO-treated and untreated cells having 90.0±1.9% ad 89.5±2.3%, respectively. In the DM1 myoblasts nuclear fraction, 61.8±1.7% mutant transcript was observed in Ro 31-8820- treated cells, 67.5±2.8% mutant transcript occurred in hypericin treatment, while DMSO treatment and untreated cells had 52.4±1.7% and 48.7±0.8%, respectively. In myoblast cytoplasmic fractions, hypericin and Ro 31-8220 showed 90.6±2.7% and 80.8±0.3% normal transcripts, respectively, with DMSO treatment showing 81.1±0.5% normal transcript, while the untreated showed 80.0±5.7% normal transcript. This study has discovered the role of Ro 31-8220 in reducing the proportion of mutant transcripts I nuclear fraction while increasing the levels of the normal transcripts was increased in the cytoplasmic fraction of DM1 cells. Taken together, results from this study suggest that Ro 31-8220 may have therapeutic potential for reducing mutant DMPK transcript levels with potential therapeutic value

Open article ↗



2026-08-15 | An Ultrastructural and Proteomic Analysis in DM1 Young Adults' Myoblasts: Stressed RER and Mitochondrial Dysfunction Involvement.

Myotonic dystrophy type 1 (DM1) is a progressive muscular disorder caused by the expansion of CTG repeats in the 3' UTR of the DMPK gene. Although the pathogenic mechanisms remain unclear, recent evidence suggests that activation of innate immune responses may contribute to disease progression. In this study, we examined the ultrastructure and proteomic data of myoblasts from young adult DM1 patients carrying approximately 800 and 1300 CTG repeats in order to investigate a link between cellular stress and immune activation. We observed activation of the type I interferon (IFN-I) pathway associated with rough endoplasmic reticulum stress (sRER). The sRER response is likely triggered by the accumulation of toxic RNA species generated from the expanded DMPK allele. Our data suggest that this inappropriate activation of the IFN-I pathway contributes to muscle pathology, not by blocking differentiation directly, but through chronic stress signalling. These findings support a model in which innate immune dysregulation plays a central role in DM1 muscle degeneration and highlight the IFN1 pathway as a potential therapeutic target for restoring normal muscle function.

Open article ↗



2026-08-04 | A bitter melon natural compound ameliorates the myotonic dystrophy type 1 skeletal muscle phenotype in a sex-specific manner.

Myotonic Dystrophy Type 1 (DM1) is a multisystemic neuromuscular disease characterized by severe skeletal muscle dysfunction. The etiology of DM1 is primarily driven by RNA toxicity resulting from a gain-of-function mutation in DMPK mRNAs. Beyond this hallmark, DM1 is also characterized by the repression of the AMP-activated protein kinase (AMPK) pathway. Previous work has shown that targeting AMPK represents a novel therapeutic avenue for DM1. In this study, we investigated the therapeutic potential of novel AMPK activators derived from Momordica charantia (bitter melon). A screen of 26 bitter melon-derived compounds (BMCs) in C2C12 myotubes identified BMC-25 as a potent AMPK activator. Acute treatment of DM1 (HSALR) mice with BMC-25 induced an expected activation of AMPK in DM1 mice, while chronic treatment restored several DM1 histopathological features, including toxic ribonuclear foci. Interestingly, BMC-25 treatment induced distinct, sex-dependent molecular benefits. In female DM1 mice, BMC-25 treatment corrected the pattern of expression of RNA-binding proteins including CELF1, MBNL1, and Staufen1 in skeletal muscle and achieved a much greater correction of alternative splicing of multiple transcripts relative to their respective controls. In contrast, male DM1 mice exhibited very limited improvements in these parameters. Collectively, our findings indicate that sustained AMPK activation with BMC-25 confers multifaceted benefits to DM1 skeletal muscle by improving core DM1 pathogenic features in a sex-dependent manner. Finally, these results highlight the potential of natural compounds like BMCs as novel, promising and accessible therapeutics for the DM1 muscle pathology.

Open article ↗



2026-07-31 | Energy expenditure and the accuracy of predictive equations in myotonic dystrophy type 1.

BackgroundMyotonic dystrophy type 1 (DM1) is associated with reduced physical activity, overweight and cardiovascular morbidity. Nutritional management requires accurate estimation of total daily energy expenditure (TEE), based on basal metabolic rate (BMR) and physical activity level (PAL). However, DM1-related changes in body composition may reduce the accuracy of commonly used BMR equations. This study evaluated BMR equation accuracy in DM1 versus controls, and assessed PAL and substrate oxidation.MethodsIn this secondary analysis of a prospective case-control study, 15 DM1 patients were compared with 15 age-, sex-, and BMI-matched controls. Body composition was measured using dual-energy X-ray absorptiometry. Overnight metabolic rate (OMR) was assessed by room calorimetry and compared with standard predictive equations (Harris-Benedict, WHO, Mifflin-St Jeor). Additionally, OMR was compared to body composition-based equations (Wang, Nelson, Sabounchi structures 4, 5, and 11). TEE was measured over 15 days using doubly labeled water. PAL was calculated as TEE/OMR, and substrate oxidation was assessed using the respiratory exchange ratio (RER).ResultsStandard predictive equations significantly overestimated metabolic rate in DM1, with median biases of +100 to +165 kcal/day (+7% to +12%, p<0.01), with no significant bias in controls. Structure 11 performed best in DM1 (+0.0%, p=1.000). PAL was lower in DM1 than in controls (1.42 vs. 1.69, p<0.001), whereas RER did not differ.ConclusionCommon predictive equations overestimate energy requirements in DM1. Body composition-based approaches or correction factors may improve estimation, while low PAL should be considered when estimating TEE. These findings have direct implications for nutritional management in DM1.

Open article ↗



2026-07-28 | Impaired Myogenic Differentiation Is a Shared Feature Across Genetic Myopathies.

There is a shared hallmark of defective differentiation across genetic myopathies, a process that has been extensively described in Duchenne muscular dystrophy and also observed in Emery-Dreifuss muscular dystrophy. In this article, we broaden the discussion on myopathies associated with differentiation defects, examining their implications in less characterized muscle conditions that can have onset in adulthood, including facioscapulohumeral muscular dystrophy (FSHD), oculopharyngeal muscular dystrophy (OPMD), and myotonic dystrophies (DM), as well as myopathies caused by genetic variants in FHL1, GNE, DES, CAPN3, and members of the HNRNP family. Muscle damage can result from injury, exercise, or disease, necessitating a highly coordinated repair process to restore normal strength and function. Resident satellite cells are activated, differentiate, and fuse with the damaged tissue to facilitate this repair. This overview emphasizes the importance of muscle differentiation in the pathogenesis of myopathies with diverse etiologies and a broad range of underlying molecular mechanisms. These insights highlight differentiation as a potential convergent therapeutic target.

Open article ↗



2026-07-26 | Differential Effects of Protein Kinase C Inhibitors on Nuclear and Cytoplasmic DMPK Transcript Dynamics in Myotonic Dystrophy Type 1 Cells

The major molecular basis for myotonic dystrophy type 1 disorder is the occurrence of a mutation leading to expanded CTG triplet units in the 3’-untranslated region of Dystrophia Myotonica Protein Kinase (DMPK) gene, which leads to the formation of foci in the nuclei of these cells. An assay based on the DMPK transcript (Bpm I polymorphism) was developed to test the effect of compounds of protein Kinase C inhibitors- hypericin and Ro 31-8220- to determine whether either inhibitor affected the transport of DMPK transcripts from nucleus to the cytoplasm or reduced the proportion of the transcript in both fibroblast and myoblast cells. The results from this study showed that the protein kinase C inhibitors were not able to affect the relocation of mutant DMPK transcripts from the nucleus to the cytoplasm in both DM1 fibroblasts and myoblasts, but Ro 31-8220 significantly reduced mutant transcripts in the nuclear fraction of DM1 fibroblasts. In the nuclei of fibroblasts, Ro 31-8220 treatment showed a 38.5±5.4% proportion of mutant transcript, hypericin treatment exhibited 54.2±3.5% mutant transcript, while those of DMSO treatment and untreated were 43.7±3.0% and 51.4±0.8%, respectively. For cytoplasmic fractions of DM1 fibroblasts, Ro 31-8220-treated cells indicated 94.4±1.7% normal transcript, hypericin treatment showed 91.6±1.0%, with DMSO-treated and untreated cells having 90.0±1.9% ad 89.5±2.3%, respectively. In the DM1 myoblasts nuclear fraction, 61.8±1.7% mutant transcript was observed in Ro 31-8820- treated cells, 67.5±2.8% mutant transcript occurred in hypericin treatment, while DMSO treatment and untreated cells had 52.4±1.7% and 48.7±0.8%, respectively. In myoblast cytoplasmic fractions, hypericin and Ro 31-8220 showed 90.6±2.7% and 80.8±0.3% normal transcripts, respectively, with DMSO treatment showing 81.1±0.5% normal transcript, while the untreated showed 80.0±5.7% normal transcript. This study has discovered the role of Ro 31-8220 in reducing the proportion of mutant transcripts I nuclear fraction while increasing the levels of the normal transcripts was increased in the cytoplasmic fraction of DM1 cells. Taken together, results from this study suggest that Ro 31-8220 may have therapeutic potential for reducing mutant DMPK transcript levels with potential therapeutic value

Open article ↗



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

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

Drug Discovery Landscape

12 orphan drug designations for Steinert myotonic dystrophy.

12 orphan drug designations for Steinert myotonic dystrophy.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

an antibody-siRNA conjugate, comprised of a humanized anti-TfR1 IgG1 monoclonal antibody covalently linked via a bis-maleimide non-cleavable linker to a double-stranded small interfering RNA directed to DMPK (myotonic dystrophy protein kinase) mRNA

other

FDA

2025-10-17

ChainGen Biopharma Ltd.

mecasermin

proteins

FDA

2025-06-26

Sarcomed AB

Adeno-associated virus vector serotype SAN011 encoding a microRNA against DMPK mRNA

gene therapies

EMA

2024-10-11

Sanofi B.V.

a phosphorodiamidate morpholino oligomer consisting of 7 repetitive cytosine, adenine, and guanine trimers conjugated via a polyethylene glycol-12 linker to a cyclic peptide and a linear peptide

oligonucleotides

FDA

2024-09-20

Vertex Pharmaceuticals Incorporated

a nonreplicating adeno-associated virus, serotype SAN011 that expresses an artificial microRNA

gene therapies

FDA

2024-07-10

Sanofi US Services Inc.

recombinant fusion protein (biologic) made by linking human serum albumin to a human Insulin-like growth factor 2 sequence

proteins

FDA

2023-11-27

Juvena Therapeutics, Inc.

Human transferrin 1 receptor (TfR1) targeting humanized IgG 1 kappa fragment antibody conjugated to an antisense oligonucleotide (ASO)

combination

FDA

2023-09-19

Dyne Therapeutics, Inc.

a synthetic peptide-oligonucleotide conjugate in which a phosphorodiamidate morpholino oligonucleotide is conjugated to a cell penetrating peptide

oligonucleotides

FDA

2023-08-01

PepGen Inc.

Humanised IgG1 kappa fragment antibody targeting TfR1 conjugated to P125 oligonucleotide

combination

EMA

2023-05-22

Pharma Gateway AB

a lyophilized modified oligonucleotide of 16 nucleotides conjugated to a molecule of oleic acid

oligonucleotides

FDA

2022-05-10

Arthex Biotech S.L.

an antibody oligonucleotide conjugate (AOC), comprised of a human transferrin receptor 1 (TfR1) targeting, effector function null, humanized IgG1 antibody (AV01mAb) conjugated to one small interfering RNA (siRNA).

antibodies

FDA

2021-07-21

Avidity Biosciences

Tideglusib

small molecules

FDA

2017-06-19

AMO Pharma Ltd.

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.