AI Drug Discovery for Pharma and Biotech

Drug discovery

36

drugs

With orphan designations

Overview

Friedreich ataxia (FRDA) is an autosomal recessive neurodegenerative disorder caused by GAA repeat expansions in the FXN gene, leading to frataxin deficiency. It features progressive ataxia, dysarthria, sensory loss, hypertrophic cardiomyopathy (60–75% of cases), scoliosis, and diabetes (20–30%). Onset typically occurs in childhood/adolescence, with wheelchair dependence within 10–20 years. Multisystem involvement necessitates multidisciplinary care. Mortality averages 36–37 years, often due to cardiac complications [1][6][14][16].

Population

  • Prevalence: ~1 in 50,000 in the US; higher in European-derived populations [2][12].

  • Carrier frequency: 1 in 60–100 [2].

  • Age of onset: 5–25 years (typical), with late-onset (>25 years) variants [6][12].

Burden

  • Morbidity: 95% require wheelchairs by age 45; 32% non-ambulatory by adulthood [4][14].

  • Mortality: Median age of death 36.5 years; cardiac complications (62%) are the leading cause [2][5][14].

  • Economic impact: Annual US healthcare costs exceed $18,000/patient (adjusted), with 6x higher home health needs vs. controls [4][5][14].

Therapies

  • Symptomatic management: Physical/occupational therapy, botulinum toxin for spasticity, beta-blockers/ACE inhibitors for cardiomyopathy [3][6][15].

  • Disease-modifying: Omaveloxolone (Skyclarys®), the first FDA-approved therapy, reduces oxidative stress and slows progression [8][17].

  • Emerging approaches: Gene therapy, frataxin replacement, and epigenetic modifiers in clinical trials [13][18][19].

Categories: rare cardiac diseases, rare genetic diseases, rare neurological diseases, rare ophthalmic disorders, rare transplant-related disorders

Research Papers

1,027 drug discovery papers related to Friedreich ataxia, with 4 first-in-class and 23 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

1,027 drug discovery papers related to Friedreich ataxia, with 4 first-in-class and 23 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-06-17 | Genetic modifiers of Friedreich's ataxia pathophysiology in Drosophila melanogaster - A systematic review and meta-analysis.

Friedreich's ataxia (FRDA) is a rare autosomal recessive neurodegenerative disorder caused by reduced frataxin protein levels. Depleted frataxin leads to mitochondrial dysfunction, elevated oxidative stress and progressive neurodegeneration. The molecular mechanisms that regulate the severity of disease are still poorly understood. Genetic modifiers have proved to be important determinants of the disease pathophysiology and in uncovering novel therapeutic targets. This systematic review and meta-analysis was conducted to compare the effectiveness of different genetic modifiers of the pathophysiology of the FRDA in Drosophila model. Articles were screened as per PICO criteria and included articles were assessed for methodological quality using SYRCLE tool and plotted using robvis tool. Genetic modifiers improved survival (effect size (ES) 0.2082), brain vacuolization, Electroretinogram (ERG) (ES 0.6373), locomotion (ES 0.3356), and aconitase activity (ES 0.2087), of Drosophila FRDA models while the heterogeneity was high across different studies for all phenotypes. Genetic modifiers were compared on the basis of efficacy, reproducibility, mechanistic relevance, safety, therapeutic plausibility and graded for their effectiveness on disease pathogenicity. Ferritins overexpression, Miro inhibition, and catalase overexpression, converging pathways iron homeostasis, mitochondrial dynamics and oxidative stress management, were found to be the top ranked modifiers for their beneficial effects on FRDA pathophysiology and were suggested for further studies as therapeutic targets. Based on the limitations identified in this systematic review and meta-analysis, we recommend that subsequent research studies adopt standardized reporting practices, multiple phenotype validation, supporting behavioural outcomes with biochemical and cellular readouts, using genetically precise models and systematic sharing of raw data to enhance reproducibility and research value.

Open article ↗



2026-06-15 | Epigenetic reactivation in Friedreich's ataxia from benzamides to gene‑targeted chimeras.

Friedreich's ataxia (FRDA) is a prototypical repeat expansion disorder in which large intronic guanine‑adenine‑adenine (GAA) tracts at the frataxin (FXN) gene locus induce heterochromatin formation, impaired transcriptional elongation, and reduced FXN expression, driving progressive neurodegeneration and cardiomyopathy. Epigenetic therapies that restore endogenous FXN transcription have therefore emerged as a coherent disease‑modifying strategy focused on reversing repeat‑associated gene silencing at its root. This review summarizes the evolution of FXN protein‑reactivating approaches from first‑generation systemic epigenetic therapies, including class I‑selective benzamide histone deacetylase inhibitors and high‑dose nicotinamide, to emerging locus‑targeted platforms such as anti‑gene oligonucleotides and gene‑targeted chimera small molecules. The authors also examine splice‑modulating strategies aimed at increasing the extra‑mitochondrial FXN‑E isoform, discuss delivery and safety challenges across modalities, and highlight biomarker frameworks integrating isoform‑resolved FXN protein measurements and chromatin readouts. PubMed/MEDLINE, Embase, Web of Science, Google Scholar, and Cochrane Library for trial reports were searched from January 1996 to June 2026. Early clinical programs established that FXN protein expression and chromatin marks can be pharmacologically modulated in humans, but also exposed the limitations of non‑selective chromatin modulation for chronic pediatric‑onset neurodegeneration. In our view, the most promising path forward lies in repeat‑ and locus‑directed FXN reactivation, complemented by splicing‑directed modulation of FXN‑E, with rigorous attention to CNS and cardiac exposure, off‑target risk, and mechanistically anchored biomarkers.

Open article ↗



2026-06-09 | Chemical modulation of Miro1 alleviates cell-type-specific vulnerabilities in Friedreich's ataxia.

Friedreich's ataxia (FA) is marked by early-onset sensory neurodegeneration and cardiomyopathy. We establish a human dual-cell model of FA by differentiating sensory neurons and cardiomyocytes from the same patients, enabling parallel molecular profiling of disease-relevant cell types. Proteomic analysis reveals distinct, cell-type-specific pathway disruptions in response to frataxin deficiency. Leveraging this platform, we investigate Miro1 reducer 3 (MR3), a selective chemical probe binding Miro1, a mitochondrial outer membrane protein implicated in redox regulation in FA. MR3 treatment modulates molecular signatures in a cell-type-dependent manner, altering pathways related to cardiac contractility in cardiomyocytes and synaptic function in sensory neurons. Mechanistically, MR3 reduces mitochondrial reactive oxygen species and restores membrane potential in FA sensory neurons via potential allosteric reshaping of Miro1 protein. We expand the chemical diversity of this scaffold by conducting ligand-based virtual screening of over 3 billion compounds and identifying previously uncharacterized Miro1 ligands with improved docking and neuroprotective capacity.

Open article ↗



2026-06-17 | Genetic modifiers of Friedreich's ataxia pathophysiology in Drosophila melanogaster - A systematic review and meta-analysis.

Friedreich's ataxia (FRDA) is a rare autosomal recessive neurodegenerative disorder caused by reduced frataxin protein levels. Depleted frataxin leads to mitochondrial dysfunction, elevated oxidative stress and progressive neurodegeneration. The molecular mechanisms that regulate the severity of disease are still poorly understood. Genetic modifiers have proved to be important determinants of the disease pathophysiology and in uncovering novel therapeutic targets. This systematic review and meta-analysis was conducted to compare the effectiveness of different genetic modifiers of the pathophysiology of the FRDA in Drosophila model. Articles were screened as per PICO criteria and included articles were assessed for methodological quality using SYRCLE tool and plotted using robvis tool. Genetic modifiers improved survival (effect size (ES) 0.2082), brain vacuolization, Electroretinogram (ERG) (ES 0.6373), locomotion (ES 0.3356), and aconitase activity (ES 0.2087), of Drosophila FRDA models while the heterogeneity was high across different studies for all phenotypes. Genetic modifiers were compared on the basis of efficacy, reproducibility, mechanistic relevance, safety, therapeutic plausibility and graded for their effectiveness on disease pathogenicity. Ferritins overexpression, Miro inhibition, and catalase overexpression, converging pathways iron homeostasis, mitochondrial dynamics and oxidative stress management, were found to be the top ranked modifiers for their beneficial effects on FRDA pathophysiology and were suggested for further studies as therapeutic targets. Based on the limitations identified in this systematic review and meta-analysis, we recommend that subsequent research studies adopt standardized reporting practices, multiple phenotype validation, supporting behavioural outcomes with biochemical and cellular readouts, using genetically precise models and systematic sharing of raw data to enhance reproducibility and research value.

Open article ↗



2026-06-15 | Epigenetic reactivation in Friedreich's ataxia from benzamides to gene‑targeted chimeras.

Friedreich's ataxia (FRDA) is a prototypical repeat expansion disorder in which large intronic guanine‑adenine‑adenine (GAA) tracts at the frataxin (FXN) gene locus induce heterochromatin formation, impaired transcriptional elongation, and reduced FXN expression, driving progressive neurodegeneration and cardiomyopathy. Epigenetic therapies that restore endogenous FXN transcription have therefore emerged as a coherent disease‑modifying strategy focused on reversing repeat‑associated gene silencing at its root. This review summarizes the evolution of FXN protein‑reactivating approaches from first‑generation systemic epigenetic therapies, including class I‑selective benzamide histone deacetylase inhibitors and high‑dose nicotinamide, to emerging locus‑targeted platforms such as anti‑gene oligonucleotides and gene‑targeted chimera small molecules. The authors also examine splice‑modulating strategies aimed at increasing the extra‑mitochondrial FXN‑E isoform, discuss delivery and safety challenges across modalities, and highlight biomarker frameworks integrating isoform‑resolved FXN protein measurements and chromatin readouts. PubMed/MEDLINE, Embase, Web of Science, Google Scholar, and Cochrane Library for trial reports were searched from January 1996 to June 2026. Early clinical programs established that FXN protein expression and chromatin marks can be pharmacologically modulated in humans, but also exposed the limitations of non‑selective chromatin modulation for chronic pediatric‑onset neurodegeneration. In our view, the most promising path forward lies in repeat‑ and locus‑directed FXN reactivation, complemented by splicing‑directed modulation of FXN‑E, with rigorous attention to CNS and cardiac exposure, off‑target risk, and mechanistically anchored biomarkers.

Open article ↗



2026-06-09 | Chemical modulation of Miro1 alleviates cell-type-specific vulnerabilities in Friedreich's ataxia.

Friedreich's ataxia (FA) is marked by early-onset sensory neurodegeneration and cardiomyopathy. We establish a human dual-cell model of FA by differentiating sensory neurons and cardiomyocytes from the same patients, enabling parallel molecular profiling of disease-relevant cell types. Proteomic analysis reveals distinct, cell-type-specific pathway disruptions in response to frataxin deficiency. Leveraging this platform, we investigate Miro1 reducer 3 (MR3), a selective chemical probe binding Miro1, a mitochondrial outer membrane protein implicated in redox regulation in FA. MR3 treatment modulates molecular signatures in a cell-type-dependent manner, altering pathways related to cardiac contractility in cardiomyocytes and synaptic function in sensory neurons. Mechanistically, MR3 reduces mitochondrial reactive oxygen species and restores membrane potential in FA sensory neurons via potential allosteric reshaping of Miro1 protein. We expand the chemical diversity of this scaffold by conducting ligand-based virtual screening of over 3 billion compounds and identifying previously uncharacterized Miro1 ligands with improved docking and neuroprotective capacity.

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

36 orphan drug designations for Friedreich ataxia, including 2 approved therapies.

36 orphan drug designations for Friedreich ataxia, including 2 approved therapies.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

recombinant adeno-associated virus (AAV) vector encoding the human frataxin (hFXN) gene

gene therapies

FDA

2026-05-07

Neurocrine Biosciences, Inc.

recombinant non-replicating adeno-associated virus serotype hu68 containing a codon-optimized cDNA that encodes the consensus sequence of the human frataxin protein

gene therapies

FDA

2025-12-04

Solid Biosciences Inc.

recombinant adeno-associated virus serotype 8 expressing codon optimized human frataxin gene cDNA under the control of a ubiquitous hPGK promoter (rAAV8-hPGK-hFXNco)

gene therapies

FDA

2024-09-24

Astellas Gene Therapies, Inc.

autologous human CD34+ hematopoietic stem and progenitor cells isolated from mobilized peripheral blood stem cell of patients with Friedreich's ataxia, modified ex vivo using CRISPR/Cas9 technology to remove the GAA hyper-expansion mutation in the intron 1 of frataxin

gene editing enzymes

FDA

2024-07-30

Papillon Therapeutics Inc.

Adeno-associated virus vector serotype rh.10 containing the human FXN gene

gene therapies

EMA

2024-07-25

Scendea (NL) B.V.

elamipretide

peptides

FDA

2022-03-22

Stealth Biotherapeutics, Inc.

Adeno-associated viral vector encoding the human frataxin (FXN) gene, AAVrh.10hFXN

gene therapies

FDA

2021-06-24

Lexeo Therapeutics

Zaftuclenegene piruparvovec

gene therapies

EMA

2021-06-21

[INACTIVE] Novartis Gene Therapies EU Limited

Vatiquinone

small molecules

EMA

2021-03-26

PTC Therapeutics International Limited

AAV9 gene vector construct expressing the human Frataxin gene (scAAV9.CB.hFRXN isoform 1)

gene therapies

FDA

2021-01-21

Novartis Institute for BioMedical Research, Inc.

Human frataxin fused to TAT cell-penetrating peptide

proteins

EMA

2020-08-21

Yes Pharmaceutical Development Services GmbH

Leriglitazone

small molecules

EMA

2019-10-17

Minoryx Therapeutics S.L.

leriglitazone

small molecules

FDA

2019-08-01

Minoryx Therapeutics S.L.

Luvadaxistat

small molecules

EMA

2019-04-01

Takeda Pharma A/S

Omaveloxolone [Skyclarys]

small molecules

EMA

2018-06-27

2024-02-12

Biogen Netherlands B.V.

Dimethyl fumarate

small molecules

EMA

2018-03-21

Qualix Pharma S.L.

D-amino acid oxidase inhibitor

small molecules

FDA

2017-12-06

Takeda Development Center Americas, Inc.

Recombinant adeno-associated viral vector serotype 5 carrying the gene for the human frataxin protein

gene therapies

EMA

2017-08-23

PTC Therapeutics International Limited

trans-resveratrol

small molecules

FDA

2017-08-16

Jupiter Orphan Therapeutics

Fusion protein linking human frataxin to a cell-penetrant peptide

proteins

FDA

2017-07-19

Larimar Therapeutics, Inc.

omaveloxolone [Skyclarys]

small molecules

FDA

2017-06-19

2023-02-28

Biogen U.S. Corporation

recombinant, adeno-associated virus serotype 5 vector, containing the transgene, which encodes for the human protein, frataxin

gene therapies

FDA

2016-07-25

PTC Therapeutics, Inc.

9-cis, 12-cis-11,11-d2-linoleic acid ethyl ester

small molecules

FDA

2016-05-23

Retrotope, Inc.

interferon gamma-1b

proteins

FDA

2014-10-01

Horizon Therapeutic Ireland DAC

vatiquinone

small molecules

FDA

2014-01-31

PTC Therapeutics, Inc.

dimethyl fumarate

small molecules

FDA

2013-09-11

Ixchel Pharma, LLC

Interferon gamma

proteins

EMA

2011-12-09

Horizon Therapeutics Ireland Designated Activity Company

interferon gamma

proteins

FDA

2011-11-04

Roberto Testi, MD

coenzyme Q10 and d-alpha-tocopherol

small molecules

FDA

2011-03-14

NBI Pharmaceuticals, Inc.

N-(6-(2-aminophenylamino)-6-oxohexyl)-4-methylbenzamide

small molecules

EMA

2010-10-01

Repligen Europe Limited

N-(6-2-aminophenylamino)-6-oxohexyl)-4-methylbenzamide

small molecules

FDA

2010-05-17

Repligen Corporation

deferiprone

small molecules

FDA

2008-07-31

Chiesi USA, Inc.

idebenone

small molecules

FDA

2004-03-25

Chiesi Farmaceutici S.p.A.

Idebenone

small molecules

EMA

2004-03-08

Chiesi Farmaceutici S.p.A.

Idebenone

small molecules

EMA

2001-11-20

Laboratoires Takeda

physostigmine salicylatephysostigmine salicylate

small molecules

FDA

1985-01-16

Forest Pharmaceuticals.3-.3-.30 6

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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.