AI Drug Discovery for Pharma and Biotech

Drug discovery

2

drugs

With orphan designations

Overview

Alexander disease is a rare, progressive leukodystrophy caused by dominant GFAP gene mutations, leading to astrocytic Rosenthal fibers and white matter degeneration. It manifests as infantile (most common), juvenile, or adult-onset forms, with symptoms including seizures, developmental regression, megalencephaly, swallowing difficulties, and spasticity. Diagnosis relies on MRI findings and genetic testing [1][5][6].

Population

  • Affects ~1/2.7 million in Japan; ~500 cases reported globally [1][6][18]

  • 80% present before age 2 (infantile), 14% juvenile (4-15 years), and 6% adult-onset [5][13][17]

  • 95% cases arise from de novo GFAP mutations; rare familial autosomal dominant inheritance [5][19]

Burden

  • Infantile form: Median survival 14 years; adult-onset often progresses >25 years [7][9]

  • High care needs: 63% require feeding tubes; 47% develop scoliosis; 34% need respiratory support [7][9][13]

  • Economic impact: Chronic hospitalization, specialized equipment, and lost caregiver productivity [5][7][13]

Therapies

  • Symptomatic management: Antiseizure drugs (e.g., valproic acid, 95% effective for vomiting [3]), reflux medications, nutritional support [5][7][9]

  • Emerging therapies: Antisense oligonucleotides (ION373) reduce GFAP expression in trials, showing symptom reversal in preclinical models [11][14][19]

  • Supportive care: Multidisciplinary PT/OT/speech therapy, feeding tubes, and scoliosis/respiratory interventions [5][7][9]

Categories: rare genetic diseases, rare neurological diseases

Research Papers

106 drug discovery papers about Alexander disease, with 2 first-in-class and 1 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

106 drug discovery papers about Alexander disease, with 2 first-in-class and 1 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

2026-05-13 | Industry Insights: Regulatory progress and AI-driven advances in nucleic acid therapeutics

Across March and April 2026, activity in the nucleic acid therapeutics field reflected broad regulatory momentum and continued clinical advancement across multiple RNA modalities. Regulatory highlights included US FDA Priority Review designations for Ionis' antisense oligonucleotide (ASO) zilganersen in Alexander disease, alongside EMA acceptance of GSK's marketing authorisation application for the ASO bepirovirsen in chronic hepatitis B. Clinical milestones featured first-in-human trials of novel modalities, including Alltrna's transfer RNA therapeutic AP003 and AIRNA's RNA-editing candidate AIR-001. AI-driven discovery also advanced, with Asimov launching an integrated RNA optimisation platform and ProQR partnering with Ginkgo Bioworks to scale high-throughput data generation for its RNA editing pipeline.

Open article ↗



2025-12-15 | Experimental Approaches for Biochemical Analysis of Glial Fibrillary Acidic Protein and Its Disease-associated Variants.

Glial Fibrillary Acidic Protein (GFAP) is a key intermediate filament protein critical for maintaining the structural integrity and function of astrocytes in the central nervous system. Mutations in GFAP are the root cause of Alexander disease (AxD), a rare and often fatal neurodegenerative disorder characterized by elevation of GFAP levels and accumulation of GFAP in the form of Rosenthal fibers. Here, we outline a comprehensive set of experimental approaches for the biochemical characterization of GFAP and its disease-causing variants. Using optimized expression and advanced purification techniques, we achieved high yields and purity of both wild-type and mutant GFAP proteins. Biochemical assays were employed to evaluate the effects of pathogenic mutations on filament assembly, solubility, and aggregation. Additionally, we explored the role of aberrant posttranslational modifications in GFAP aggregation and their impact on filament properties. This work advances our understanding of GFAP's role in AxD and lays a foundation for developing therapeutic strategies targeting GFAP dysfunction. Furthermore, the methodologies presented here serve as valuable tools for investigating the biochemical consequences of GFAP mutations and advancing interventions for GFAP-related disorders.

Open article ↗



2025-09-29 | Description of the Hamburg Alexander Leukodystrophy Cohort—Insights into Practical Classification and the Care Situation

Background: Alexander disease (AxD) is a rare severe leukodystrophy that has no cure to date. A pathogenic gain-of-function variant in the GFAP gene affects the astrocytes and subsequently the function of the white matter in the CNS. Methods: We retrospectively analyzed the most frequent symptoms of nine AxD cases, classified them according to published classifications, and described the need of care and support. Results: The description of the courses of disease of nine cases with AxD reflects the broad spectrum of different phenotypes of AxD, with often occurring apnoea. Data about care and support for AxD patients indicate a high and heterogeneous need of support. Treatment with steroids reduced symptoms in two patients. Some patients showed lasting improvement during their course of disease. Conclusions: The course of AxD is very heterogeneous. Thus, we extracted relevant key features to describe the severity of the disease, namely feeding problems, epilepsy, age-appropriate motor function, failure to thrive, age-appropriate language and apnoea. We recommend early evaluation for clinical care and support. For some AxD patients, treatment with steroids may alleviate symptoms. Further development of efficient treatments is necessary.

Open article ↗



2026-05-13 | Industry Insights: Regulatory progress and AI-driven advances in nucleic acid therapeutics

Across March and April 2026, activity in the nucleic acid therapeutics field reflected broad regulatory momentum and continued clinical advancement across multiple RNA modalities. Regulatory highlights included US FDA Priority Review designations for Ionis' antisense oligonucleotide (ASO) zilganersen in Alexander disease, alongside EMA acceptance of GSK's marketing authorisation application for the ASO bepirovirsen in chronic hepatitis B. Clinical milestones featured first-in-human trials of novel modalities, including Alltrna's transfer RNA therapeutic AP003 and AIRNA's RNA-editing candidate AIR-001. AI-driven discovery also advanced, with Asimov launching an integrated RNA optimisation platform and ProQR partnering with Ginkgo Bioworks to scale high-throughput data generation for its RNA editing pipeline.

Open article ↗



2025-12-15 | Experimental Approaches for Biochemical Analysis of Glial Fibrillary Acidic Protein and Its Disease-associated Variants.

Glial Fibrillary Acidic Protein (GFAP) is a key intermediate filament protein critical for maintaining the structural integrity and function of astrocytes in the central nervous system. Mutations in GFAP are the root cause of Alexander disease (AxD), a rare and often fatal neurodegenerative disorder characterized by elevation of GFAP levels and accumulation of GFAP in the form of Rosenthal fibers. Here, we outline a comprehensive set of experimental approaches for the biochemical characterization of GFAP and its disease-causing variants. Using optimized expression and advanced purification techniques, we achieved high yields and purity of both wild-type and mutant GFAP proteins. Biochemical assays were employed to evaluate the effects of pathogenic mutations on filament assembly, solubility, and aggregation. Additionally, we explored the role of aberrant posttranslational modifications in GFAP aggregation and their impact on filament properties. This work advances our understanding of GFAP's role in AxD and lays a foundation for developing therapeutic strategies targeting GFAP dysfunction. Furthermore, the methodologies presented here serve as valuable tools for investigating the biochemical consequences of GFAP mutations and advancing interventions for GFAP-related disorders.

Open article ↗



2025-09-29 | Description of the Hamburg Alexander Leukodystrophy Cohort—Insights into Practical Classification and the Care Situation

Background: Alexander disease (AxD) is a rare severe leukodystrophy that has no cure to date. A pathogenic gain-of-function variant in the GFAP gene affects the astrocytes and subsequently the function of the white matter in the CNS. Methods: We retrospectively analyzed the most frequent symptoms of nine AxD cases, classified them according to published classifications, and described the need of care and support. Results: The description of the courses of disease of nine cases with AxD reflects the broad spectrum of different phenotypes of AxD, with often occurring apnoea. Data about care and support for AxD patients indicate a high and heterogeneous need of support. Treatment with steroids reduced symptoms in two patients. Some patients showed lasting improvement during their course of disease. Conclusions: The course of AxD is very heterogeneous. Thus, we extracted relevant key features to describe the severity of the disease, namely feeding problems, epilepsy, age-appropriate motor function, failure to thrive, age-appropriate language and apnoea. We recommend early evaluation for clinical care and support. For some AxD patients, treatment with steroids may alleviate symptoms. Further development of efficient treatments is necessary.

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

2 orphan drug designations for Alexander disease.

2 orphan drug designations for Alexander disease.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

zilganersen

oligonucleotides

FDA

2020-09-18

Ionis Pharmaceuticals

2'-O-(2-methoxyethyl)-D-ribose antisense oligonucleotide targeting glial fibrillary acidic protein messenger ribonucleic acid

oligonucleotides

EMA

2019-10-17

Ionis Development (Ireland) Limited

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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.