AI Drug Discovery for Pharma and Biotech

Drug discovery

18

drugs

With orphan designations

Overview

Charcot-Marie-Tooth disease (CMT), the most common inherited neuromuscular disorder, encompasses genetic peripheral neuropathies characterized by progressive muscle atrophy, sensory loss, and foot deformities. It results from mutations in over 100 genes affecting myelin or axons, with symptoms typically emerging in adolescence or early adulthood and variable severity [1][7][12]. Management focuses on symptom alleviation and functional support.

Population

  • Prevalence: ~1 in 2,500 globally, peaking in ages 50–64 (25.2/100,000) [2][7].

  • Slight male predominance (16.6 vs. 14.6 per 100,000) [2].

  • Over 90% of cases have known genetic causes (e.g., PMP22, MPZ, MFN2) [6][12].

Burden

  • Economic: Annual societal cost ~$22,362/patient (Germany), driven by informal care (67% direct costs) [4][14].

  • Functional: 62% report work disability; 32% absenteeism [14][19].

  • Psychosocial: 35% experience anxiety/depression; progressive disability impacts quality of life [9][19].

Therapies

  • Rehabilitation: Physical/occupational therapy to maintain mobility and reduce disability [5][16].

  • Orthotics/surgery: Ankle-foot braces, corrective procedures for deformities [3][18].

  • Emerging therapies: Gene editing (e.g., SH3TC2 replacement), RNAi, and antisense oligonucleotides in preclinical trials [3][8].

Categories: rare genetic diseases, rare neurological diseases

Research Papers

1,026 drug discovery papers related to Charcot-Marie-Tooth disease/Hereditary motor and sensory neuropathy, with 5 first-in-class and 16 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

1,026 drug discovery papers related to Charcot-Marie-Tooth disease/Hereditary motor and sensory neuropathy, with 5 first-in-class and 16 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-06 | Activity-dependent CO2 production in the axon triggers opening of Connexin32 in the Schwann cell paranode.

Loss of function mutations of Cx32, which is expressed in Schwann cells, cause X-linked Charcot-Marie-Tooth disease, a slowly progressive peripheral neuropathy. Action potential propagation causes Cx32 hemichannels in the Schwann cell paranode to open. As Cx32 hemichannels are directly sensitive to CO2, we have tested whether CO2 produced in the axon, as a consequence of the energetic demands of action potential propagation, might gate Cx32 hemichannels. Using isolated sciatic nerve from the mouse, we found that the critical components required for intercellular CO2 signaling are present (nodal mitochondria, the source of CO2; a CO2-permeable aquaporin, AQP1; paranodal Cx32; and carbonic anhydrase). We have used a membrane impermeant fluorescent dye, FITC, to demonstrate the opening of Cx32 in Schwann cells in response to an external CO2 stimulus or during action potential propagation in the isolated nerve. Pharmacological manipulations of AQP1 or carbonic anhydrase activity altered Cx32 gating during action potential firing. Expression of a modified Cx32 subunit, Cx32DN, that coassembles with Cx32WT, revealed that the activity-dependent dye loading of Schwann cells depended upon CO2 binding to Cx32. CO2 can, therefore, mediate neuron-to-glia signaling via connexins. CO2 permeable aquaporins and carbonic anhydrase are key components of this signaling mechanism.

Open article ↗



2026-07-02 | A class of deep intronic IGHMBP2 variants activate a shared cryptic splice donor, enabling correction of select variants with a single antisense oligonucleotide.

Biallelic disease-causing variants in IGHMBP2 cause spinal muscular atrophy with respiratory distress type I (SMARD1) and Charcot-Marie-Tooth type 2S (CMT2S). We present 12 unrelated patients with clinically suspected IGHMBP2-related-disease, each carrying a variant deep in intron 8 of IGHMBP2 (c.1235+1076G>A (n=6), c.1235+450G>A (n=5), and c.1235+894C>A (n=1)), along with a known deleterious variant in trans. To assess aberrant pathogenic splicing induced by these deep intronic variants in a relevant model, patient-derived induced pluripotent stem cells were differentiated into motor neurons (iMNs). Long-read RNA sequencing revealed introduction of different pseudoexons by each variant: c.1235+450G>A (626bp), c.1235+1076G>A (112bp and 77bp) and c.1235+894C>A (182bp). Although each variant utilizes a unique splice acceptor site, they all activate the same cryptic donor site, enabling a therapeutic approach to redirect aberrant splicing for all the variants using a single shared antisense oligonucleotide (ASO). Treatment of iMNs with this single ASO restored full-length IGHMBP2 protein in c.1235+894G>A and c.1235+1076G>A by decreasing the use of the novel acceptor site. In contrast, ASO treatment did not correct the splicing in c.1235+450G>A, suggesting that additional splice correction will be needed for this specific variant. A CRISPR interference screen of IGHMBP2 loss-of-function in iMNs identified ribonucleoprotein complex biogenesis (RNP), and rRNA and tRNA processing as top pathways implicated in motor neuron vulnerability. Proteomics and transcriptomics analysis of successfully treated patient iMNs revealed correction of RNP biogenesis and rRNA processing defects. This study highlights the importance of characterizing deep intronic variants in disease-relevant cells to assist the diagnostic process and inform therapeutics development.

Open article ↗



2026-07-06 | Activity-dependent CO2 production in the axon triggers opening of Connexin32 in the Schwann cell paranode.

Loss of function mutations of Cx32, which is expressed in Schwann cells, cause X-linked Charcot-Marie-Tooth disease, a slowly progressive peripheral neuropathy. Action potential propagation causes Cx32 hemichannels in the Schwann cell paranode to open. As Cx32 hemichannels are directly sensitive to CO2, we have tested whether CO2 produced in the axon, as a consequence of the energetic demands of action potential propagation, might gate Cx32 hemichannels. Using isolated sciatic nerve from the mouse, we found that the critical components required for intercellular CO2 signaling are present (nodal mitochondria, the source of CO2; a CO2-permeable aquaporin, AQP1; paranodal Cx32; and carbonic anhydrase). We have used a membrane impermeant fluorescent dye, FITC, to demonstrate the opening of Cx32 in Schwann cells in response to an external CO2 stimulus or during action potential propagation in the isolated nerve. Pharmacological manipulations of AQP1 or carbonic anhydrase activity altered Cx32 gating during action potential firing. Expression of a modified Cx32 subunit, Cx32DN, that coassembles with Cx32WT, revealed that the activity-dependent dye loading of Schwann cells depended upon CO2 binding to Cx32. CO2 can, therefore, mediate neuron-to-glia signaling via connexins. CO2 permeable aquaporins and carbonic anhydrase are key components of this signaling mechanism.

Open article ↗



2026-07-02 | A class of deep intronic IGHMBP2 variants activate a shared cryptic splice donor, enabling correction of select variants with a single antisense oligonucleotide.

Biallelic disease-causing variants in IGHMBP2 cause spinal muscular atrophy with respiratory distress type I (SMARD1) and Charcot-Marie-Tooth type 2S (CMT2S). We present 12 unrelated patients with clinically suspected IGHMBP2-related-disease, each carrying a variant deep in intron 8 of IGHMBP2 (c.1235+1076G>A (n=6), c.1235+450G>A (n=5), and c.1235+894C>A (n=1)), along with a known deleterious variant in trans. To assess aberrant pathogenic splicing induced by these deep intronic variants in a relevant model, patient-derived induced pluripotent stem cells were differentiated into motor neurons (iMNs). Long-read RNA sequencing revealed introduction of different pseudoexons by each variant: c.1235+450G>A (626bp), c.1235+1076G>A (112bp and 77bp) and c.1235+894C>A (182bp). Although each variant utilizes a unique splice acceptor site, they all activate the same cryptic donor site, enabling a therapeutic approach to redirect aberrant splicing for all the variants using a single shared antisense oligonucleotide (ASO). Treatment of iMNs with this single ASO restored full-length IGHMBP2 protein in c.1235+894G>A and c.1235+1076G>A by decreasing the use of the novel acceptor site. In contrast, ASO treatment did not correct the splicing in c.1235+450G>A, suggesting that additional splice correction will be needed for this specific variant. A CRISPR interference screen of IGHMBP2 loss-of-function in iMNs identified ribonucleoprotein complex biogenesis (RNP), and rRNA and tRNA processing as top pathways implicated in motor neuron vulnerability. Proteomics and transcriptomics analysis of successfully treated patient iMNs revealed correction of RNP biogenesis and rRNA processing defects. This study highlights the importance of characterizing deep intronic variants in disease-relevant cells to assist the diagnostic process and inform therapeutics development.

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

18 orphan drug designations for Charcot-Marie-Tooth disease/Hereditary motor and sensory neuropathy.

18 orphan drug designations for Charcot-Marie-Tooth disease/Hereditary motor and sensory neuropathy.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

Allogeneic human Wharton's jelly-derived mesenchymal stem cells

cell therapies

EMA

2026-05-20

IQVIA RDS Ireland Limited

curcuminoid of turmeric (Curcuma longa)

small molecules

FDA

2025-10-22

Curlim S.A.S

small molecule mitofusin activator

small molecules

FDA

2025-10-06

Mitochondria in Motion Discovery, Inc

eukaryotic initiation factor 2B (eIF2B) activating small molecule

small molecules

FDA

2025-09-30

ReviR Therapeutics

highly selective non-hydroxamate, non-hydrazine producing, small molecule histone deacetylase 6 inhibitor

small molecules

FDA

2025-08-13

Augustine Therapeutics NV

Curcumin

small molecules

EMA

2025-07-18

Curlim

human Wharton¿s jelly derived mesenchymal stem cells

cell therapies

FDA

2025-02-27

ENCell Co., Ltd.

bromophenoxyazole propanoic acid

small molecules

FDA

2024-12-02

NMD Pharma A/S

Small molecule allosteric mitofusin activator

small molecules

FDA

2024-06-12

Mitochondria in Motion, Inc.

Alpha 1 anti-trypsin (AAT), human alpha 1 anti-trypsin, alpha 1 proteinase inhibitor

proteins

FDA

2023-07-25

Ageronix SA

Govorestat

small molecules

EMA

2023-05-22

Veristat Spain S.L.

Biotin

small molecules

FDA

2020-09-08

MedDay Pharmaceuticals

highly selective histone deacetylase 6 inhibitor

small molecules

FDA

2020-03-17

Chong Kun Dang Pharmaceutical Co., Ltd.

efmitermant alfa

proteins

FDA

2019-02-28

Acceleron Pharma Inc.

2-[N-(2-hydroxyethyl)]-N-(4-methoxybenzenesulfonyl)]amino-N-(4-chlorocinnamyl)-N-methylbenzylamine

small molecules

EMA

2017-10-16

Repositioning SAS

2-(2-chlorobenzylidene)hydrazinecarboximidamide acetate

small molecules

EMA

2015-12-14

Inflectis Bioscience

2-(2-chlorobenzylidene)hydrazinecarboximidamide acetate

small molecules

FDA

2015-09-10

Enemsa Pharma

Dynamine

proteins

FDA

1991-10-16

Mayo Foundation

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.