AI Drug Discovery for Pharma and Biotech

Drug discovery

10

drugs

With orphan designations

Overview

Neuromyelitis Optica Spectrum Disorder (NMOSD) is a rare autoimmune condition primarily targeting aquaporin-4 (AQP4) water channels in the central nervous system, causing optic neuritis, transverse myelitis, and brainstem syndromes. It leads to severe disability through relapses, with symptoms such as vision loss, paralysis, and autonomic dysfunction. Diagnosis requires MRI and AQP4-IgG serology, distinguishing it from multiple sclerosis. Early immunosuppression is critical to limit attack severity and relapse frequency.

Population

  • Prevalence: 1–12.99/100,000, with higher rates in Black (12.99) and Asian (9.41) populations vs. White individuals (5.58) [2][10].

  • Demographics: 90% female predominance; median age of onset ~40 years (AQP4-IgG+), earlier in non-White groups [1][10][14].

  • Comorbidities: Often linked with systemic autoimmune diseases (e.g., lupus, Sjögren’s) [9][14].

Burden

  • Disability: ≥65% of relapses require hospitalization; 15.4% mortality in Black vs. 7% overall [10][11].

  • Economic impact: High costs from recurrent hospitalizations, biologics, and long-term care [4][15].

  • Quality of life: Chronic pain, vision loss, and mobility deficits contribute to depression and unemployment [4][13].

Therapies

  • Acute attacks: High-dose IV corticosteroids ± plasma exchange (PLEX) for refractory cases [3][7].

  • Relapse prevention: First-line immunosuppressants (rituximab, mycophenolate mofetil) and FDA-approved biologics (eculizumab, inebilizumab, satralizumab) targeting complement, CD19/20, or IL-6 pathways [3][15].

  • Monitoring: Regular clinical/MRI assessments to adjust therapy and detect subclinical activity [7][15].

Categories: rare neurological diseases, rare ophthalmic disorders

Research Papers

1,803 drug discovery papers related to Neuromyelitis optica spectrum disorder, with 5 first-in-class and 20 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

1,803 drug discovery papers related to Neuromyelitis optica spectrum disorder, with 5 first-in-class and 20 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-09 | Neutrophil extracellular traps exacerbate blood-brain barrier disruption in neuromyelitis optica spectrum disorder.

Neuromyelitis optica spectrum disorder (NMOSD) is an autoimmune inflammatory disease of the central nervous system (CNS) characterized by recurrent optic neuritis and myelitis. Blood-brain barrier (BBB) disruption is a key pathological feature of NMOSD, but the role of neutrophil extracellular traps (NETs) in this process remains poorly defined. Serum proteomic profiling in patients with acute NMOSD revealed enrichment of the NET formation pathway. Neutrophils from these patients showed an increased propensity for NETosis, accompanied by elevated myeloperoxidase-DNA complexes, neutrophil elastase-DNA complexes, and cell-free DNA in serum, as well as increased neutrophil elastase-DNA complex levels in cerebrospinal fluid. In a murine NMOSD model, neutrophil depletion, peptidylarginine deiminase 4 inhibition (Cl-amidine), and NET degradation (DNase I) each attenuated astrocyte loss, demyelination, neuroinflammation, and BBB disruption. In vitro, patient-derived NETs downregulated tight junction proteins in bEnd.3 endothelial cells through mechanisms associated with myeloperoxidase and neutrophil elastase, while c-Jun N-terminal kinase inhibition mitigated NET-induced endothelial barrier disruption. Together, these findings suggest that aberrant NETosis may contribute to BBB disruption in acute NMOSD and support further investigation of NET-associated pathways as potential therapeutic targets.

Open article ↗



2026-07-06 | Quality of life and its influencing factors in patients with neuromyelitis optica spectrum disorder.

Neuromyelitis optica spectrum disorder (NMOSD) imposes a significant burden on health-related quality of life (HRQoL). However, comprehensive studies examining HRQoL and its biopsychosocial determinants in Chinese NMOSD patients remain scarce. In this cross-sectional study, 216 Chinese patients with NMOSD underwent clinical evaluation for neurological disability (EDSS) and completed a battery of standardized self-report measures. These scales assessed HRQoL (SF-36), basic activities of daily living (BADL), depressive symptoms (PHQ-9), anxiety (GAD-7), sleep quality (PSQI), psychological resilience (CD-RISC), perceived social support (PSSS), general alienation (GAS), and social avoidance and distress (SAD). Multiple stepwise linear regression analyses were employed to identify independent associated factors of the Physical (PCS) and Mental (MCS) Component Summaries of the SF-36. The cohort (median age 37, 85.2% female) showed significantly reduced median PCS (55.5) and MCS (51.0), with role-physical (25.0) and role-emotional (33.3) most impaired. In multivariate analysis, older age (β = -0.194), depressive symptoms (PHQ-9; β = -0.290), social avoidance (SAD; β = -0.128), and poor sleep (PSQI; β = -0.282) independently associated worse PCS (adjusted R 2 = 0.402). For MCS (adjusted R 2 = 0.576), depressive symptoms (β = -0.439), social avoidance (β = -0.135), poor sleep quality (β = -0.267), and lower resilience (CD-RISC; β = 0.127) were significant associated factors. (all p < 0.05). Psychosocial factors critically influence HRQoL in Chinese NMOSD patients. Multidimensional, culturally sensitive interventions targeting mental health, sleep, and social functioning may provide insights for improving patient outcomes.

Open article ↗



2026-07-03 | Bridging to low-dose corticosteroids after satralizumab discontinuation in unplanned pregnancy: Two cases of AQP4-positive NMOSD.

Satralizumab is effective for relapse prevention in AQP4-positive neuromyelitis optica spectrum disorder (NMOSD), but its safety during pregnancy has not been established. While several cases have reported continued satralizumab use in planned pregnancies, the management of unplanned pregnancy in patients already on satralizumab remains undefined. We report two AQP4-positive NMOSD patients (aged 32 and 21 years) who conceived unexpectedly during satralizumab maintenance therapy (8 and 7 months of treatment, respectively). Upon pregnancy confirmation, satralizumab was discontinued. Both patients received low-dose corticosteroid monotherapy throughout gestation as bridging maintenance: one with methylprednisolone 4 mg/day, the other with prednisolone 10 mg/day. No NMOSD relapses occurred during pregnancy. Both delivered healthy full-term neonates without congenital anomalies. Satralizumab was resumed immediately postpartum, with no relapses during follow-up. Among two AQP4-IgG-positive NMOSD patients with sustained pre-conception remission who experienced unplanned pregnancy during satralizumab maintenance, switching to low-dose corticosteroid monotherapy after drug cessation coincided with relapse-free gestation. The strategy avoids fetal exposure to satralizumab with unconfirmed gestational safety, yet the benign clinical course cannot be solely attributed to steroid bridging. Persistent residual satralizumab activity, inherent long-term disease quiescence, and pregnancy-mediated immune shifts all likely contributed to the stable disease state. These paired clinical observations only generate preliminary hypotheses and cannot support broad clinical recommendations for pregnant NMOSD patients.

Open article ↗



2026-07-09 | Neutrophil extracellular traps exacerbate blood-brain barrier disruption in neuromyelitis optica spectrum disorder.

Neuromyelitis optica spectrum disorder (NMOSD) is an autoimmune inflammatory disease of the central nervous system (CNS) characterized by recurrent optic neuritis and myelitis. Blood-brain barrier (BBB) disruption is a key pathological feature of NMOSD, but the role of neutrophil extracellular traps (NETs) in this process remains poorly defined. Serum proteomic profiling in patients with acute NMOSD revealed enrichment of the NET formation pathway. Neutrophils from these patients showed an increased propensity for NETosis, accompanied by elevated myeloperoxidase-DNA complexes, neutrophil elastase-DNA complexes, and cell-free DNA in serum, as well as increased neutrophil elastase-DNA complex levels in cerebrospinal fluid. In a murine NMOSD model, neutrophil depletion, peptidylarginine deiminase 4 inhibition (Cl-amidine), and NET degradation (DNase I) each attenuated astrocyte loss, demyelination, neuroinflammation, and BBB disruption. In vitro, patient-derived NETs downregulated tight junction proteins in bEnd.3 endothelial cells through mechanisms associated with myeloperoxidase and neutrophil elastase, while c-Jun N-terminal kinase inhibition mitigated NET-induced endothelial barrier disruption. Together, these findings suggest that aberrant NETosis may contribute to BBB disruption in acute NMOSD and support further investigation of NET-associated pathways as potential therapeutic targets.

Open article ↗



2026-07-06 | Quality of life and its influencing factors in patients with neuromyelitis optica spectrum disorder.

Neuromyelitis optica spectrum disorder (NMOSD) imposes a significant burden on health-related quality of life (HRQoL). However, comprehensive studies examining HRQoL and its biopsychosocial determinants in Chinese NMOSD patients remain scarce. In this cross-sectional study, 216 Chinese patients with NMOSD underwent clinical evaluation for neurological disability (EDSS) and completed a battery of standardized self-report measures. These scales assessed HRQoL (SF-36), basic activities of daily living (BADL), depressive symptoms (PHQ-9), anxiety (GAD-7), sleep quality (PSQI), psychological resilience (CD-RISC), perceived social support (PSSS), general alienation (GAS), and social avoidance and distress (SAD). Multiple stepwise linear regression analyses were employed to identify independent associated factors of the Physical (PCS) and Mental (MCS) Component Summaries of the SF-36. The cohort (median age 37, 85.2% female) showed significantly reduced median PCS (55.5) and MCS (51.0), with role-physical (25.0) and role-emotional (33.3) most impaired. In multivariate analysis, older age (β = -0.194), depressive symptoms (PHQ-9; β = -0.290), social avoidance (SAD; β = -0.128), and poor sleep (PSQI; β = -0.282) independently associated worse PCS (adjusted R 2 = 0.402). For MCS (adjusted R 2 = 0.576), depressive symptoms (β = -0.439), social avoidance (β = -0.135), poor sleep quality (β = -0.267), and lower resilience (CD-RISC; β = 0.127) were significant associated factors. (all p < 0.05). Psychosocial factors critically influence HRQoL in Chinese NMOSD patients. Multidimensional, culturally sensitive interventions targeting mental health, sleep, and social functioning may provide insights for improving patient outcomes.

Open article ↗



2026-07-03 | Bridging to low-dose corticosteroids after satralizumab discontinuation in unplanned pregnancy: Two cases of AQP4-positive NMOSD.

Satralizumab is effective for relapse prevention in AQP4-positive neuromyelitis optica spectrum disorder (NMOSD), but its safety during pregnancy has not been established. While several cases have reported continued satralizumab use in planned pregnancies, the management of unplanned pregnancy in patients already on satralizumab remains undefined. We report two AQP4-positive NMOSD patients (aged 32 and 21 years) who conceived unexpectedly during satralizumab maintenance therapy (8 and 7 months of treatment, respectively). Upon pregnancy confirmation, satralizumab was discontinued. Both patients received low-dose corticosteroid monotherapy throughout gestation as bridging maintenance: one with methylprednisolone 4 mg/day, the other with prednisolone 10 mg/day. No NMOSD relapses occurred during pregnancy. Both delivered healthy full-term neonates without congenital anomalies. Satralizumab was resumed immediately postpartum, with no relapses during follow-up. Among two AQP4-IgG-positive NMOSD patients with sustained pre-conception remission who experienced unplanned pregnancy during satralizumab maintenance, switching to low-dose corticosteroid monotherapy after drug cessation coincided with relapse-free gestation. The strategy avoids fetal exposure to satralizumab with unconfirmed gestational safety, yet the benign clinical course cannot be solely attributed to steroid bridging. Persistent residual satralizumab activity, inherent long-term disease quiescence, and pregnancy-mediated immune shifts all likely contributed to the stable disease state. These paired clinical observations only generate preliminary hypotheses and cannot support broad clinical recommendations for pregnant NMOSD patients.

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

10 orphan drug designations for Neuromyelitis optica spectrum disorder, including 6 approved therapies.

10 orphan drug designations for Neuromyelitis optica spectrum disorder, including 6 approved therapies.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

Edralbrutinib

small molecules

FDA

2023-04-24

eVenus Pharmaceutical Lab Inc.

Inebilizumab [Uplizna]

antibodies

EMA

2017-03-20

Viela Bio B.V.

ublituximab

antibodies

FDA

2016-08-25

TG Therapeutics, Inc.

Humanised anti-IL-6 receptor monoclonal antibody [Enspryng]

antibodies

EMA

2016-06-27

2021-06-29

Roche Registration GmbH

inebilizumab [Uplizna]

antibodies

FDA

2016-02-10

2020-06-11

Horizon Therapeutics Ireland DAC

cladribine

small molecules

FDA

2015-03-19

Chord Therapeutics S.a.r.l.

satralizumab-mwge [Enspryng]

antibodies

FDA

2014-06-30

2020-08-14

Genentech, Inc.

Eculizumab [Soliris]

antibodies

EMA

2013-08-05

2019-08-28

Alexion Europe SAS

eculizumab [Soliris]

antibodies

FDA

2013-06-24

2019-06-27

Alexion Pharmaceuticals, Inc.

ravulizumab-cwvz [Ultomiris]

antibodies

FDA

2013-06-24

2024-03-22

Alexion Pharmaceuticals, 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.