AI Drug Discovery for Pharma and Biotech

Drug discovery

9

drugs

With orphan designations

Overview

Primary ciliary dyskinesia (PCD) is an autosomal recessive genetic disorder caused by defective ciliary structure/function, impairing mucociliary clearance. This leads to chronic sino-pulmonary infections, neonatal respiratory distress, bronchiectasis, and laterality defects (situs inversus in 50% of cases). Associated features include chronic otitis media, subfertility, and rare hydrocephalus. Diagnosis combines nasal nitric oxide testing, genetic analysis, and ciliary ultrastructural studies [1][5][7][12].

Population

  • Affects ~1 in 7,500 globally, with higher prevalence in individuals of African ancestry [2][12][14]

  • Underdiagnosed due to non-specific respiratory symptoms and diagnostic complexity [5][9]

Burden

  • Progressive lung function decline, with childhood PCD showing worse outcomes than cystic fibrosis in some cohorts [4][19]

  • High treatment burden: Daily physiotherapy (1-2 hours) + frequent antibiotic courses [4][8]

  • 40-50% have situs inversus; 12% develop heterotaxy with congenital heart defects [1][7][19]

Therapies

  • Symptomatic management: Airway clearance (physiotherapy, oscillatory devices), mucolytics, and prophylactic antibiotics [3][8]

  • Infection control: Aggressive treatment of pulmonary exacerbations with culture-directed antibiotics [4][8]

  • Emerging approaches: Gene therapy and mRNA transcript therapies targeting specific mutations (e.g., DNAI1, DNAH5) in clinical trials [18][13]

Categories: rare genetic diseases, rare infertility disorders, rare respiratory diseases

Research Papers

436 drug discovery papers related to Primary ciliary dyskinesia, with 5 first-in-class and 1 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

436 drug discovery papers related to Primary ciliary dyskinesia, with 5 first-in-class and 1 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-06-22 | Novel pathogenic variant in ARMC4 identified by whole exome sequencing in a Turkish family with primary ciliary dyskinesia.

Primary ciliary dyskinesia (PCD) is a rare genetic disorder affecting approximately 1:15,000 to 1:30,000 individuals. It is characterized by upper and lower respiratory diseases, otitis media, congenital heart defects, situs inversus, infertility in males, and hydrocephalus. Whole-exome sequencing (WES) has become an important tool for identifying novel pathogenic variants associated with PCD. Trio-based WES was performed in two Turkish siblings with clinically suspected PCD born to healthy consanguineous parents. Candidate variants were validated by Sanger sequencing and functionally assessed using immunofluorescence (IF) analysis of respiratory cilia obtained by nasal brushing biopsy. A novel homozygous frameshift pathogenic variant in ARMC4 [c.324dupA; p.Arg109Thrfs*19] was identified in both affected siblings. IF analysis demonstrated absence of ARMC4 protein in the ciliary axonemes and distal loss of DNAH5, confirming the functional effect of the variant. These findings expand the mutational spectrum of ARMC4-associated PCD and highlight the importance of combining genetic and functional analyses for accurate diagnosis and variant interpretation in PCD.

Open article ↗



2026-06-15 | Sotatercept treatment in a patient with end-stage bronchiolitis obliterans syndrome after lung transplantation.

Bronchiolitis obliterans syndrome (BOS), the most common form of chronic lung allograft dysfunction after lung transplantation, is characterized by progressive small airway disease (SAD) and is associated with poor outcomes and limited therapeutic options. Sotatercept, an activin-signaling inhibitor approved for pulmonary arterial hypertension, has been associated with improvements in physiologic markers of SAD in patients with pulmonary hypertension. In this report, we describe a 55-year-old woman with primary ciliary dyskinesia status post bilateral lung transplantation who developed stage 3 BOS complicated by hypercapnic respiratory failure requiring mechanical ventilation. Following initiation of off-label sotatercept, she experienced rapid clinical and radiologic improvement, permitting transient liberation from mechanical ventilation before succumbing to progressive respiratory failure. Further study is required to assess the potential role for activin pathway modulation in advanced BOS.

Open article ↗



2026-06-01 | High-dose continuous infusion of piperacillin/tazobactam via elastomeric pump in a pediatric patient with Kartagener syndrome: pharmacokinetic target attainment and clinical outcome.

Multidrug-resistant Achromobacter xylosoxidans infections in pediatric patients with primary ciliary dyskinesia (PCD) often require prolonged intravenous therapy. We evaluated the pharmacokinetics of continuous infusion piperacillin/tazobactam (16 g/2 g daily) in a 13-year-old male with situs inversus and chronic otitis media transitioned from hospital-based electronic infusion to home-based Outpatient Parenteral Antimicrobial Therapy (OPAT) using elastomeric pumps. Plasma concentrations were measured by Therapeutic Drug Monitoring (TDM), and tissue exposure was estimated using conservative penetration coefficients. Drug concentrations consistently remained above the MIC (≤2 mg/L). During hospitalization, steady-state concentrations were stable (27.2-29.0 mg/L; CV 4.5%), whereas during OPAT they were higher and more variable (53.9-80.1 mg/L; CV 20.1%), consistent with the known non-linear delivery profiles of elastomeric devices. Despite this variability, TDM confirmed sustained supratherapeutic exposure, with estimated tissue concentrations remaining >5-fold above the MIC. Clinical resolution was achieved without adverse events, supporting the role of TDM-guided OPAT in difficult-to-treat infections.

Open article ↗



2026-06-22 | Novel pathogenic variant in ARMC4 identified by whole exome sequencing in a Turkish family with primary ciliary dyskinesia.

Primary ciliary dyskinesia (PCD) is a rare genetic disorder affecting approximately 1:15,000 to 1:30,000 individuals. It is characterized by upper and lower respiratory diseases, otitis media, congenital heart defects, situs inversus, infertility in males, and hydrocephalus. Whole-exome sequencing (WES) has become an important tool for identifying novel pathogenic variants associated with PCD. Trio-based WES was performed in two Turkish siblings with clinically suspected PCD born to healthy consanguineous parents. Candidate variants were validated by Sanger sequencing and functionally assessed using immunofluorescence (IF) analysis of respiratory cilia obtained by nasal brushing biopsy. A novel homozygous frameshift pathogenic variant in ARMC4 [c.324dupA; p.Arg109Thrfs*19] was identified in both affected siblings. IF analysis demonstrated absence of ARMC4 protein in the ciliary axonemes and distal loss of DNAH5, confirming the functional effect of the variant. These findings expand the mutational spectrum of ARMC4-associated PCD and highlight the importance of combining genetic and functional analyses for accurate diagnosis and variant interpretation in PCD.

Open article ↗



2026-06-15 | Sotatercept treatment in a patient with end-stage bronchiolitis obliterans syndrome after lung transplantation.

Bronchiolitis obliterans syndrome (BOS), the most common form of chronic lung allograft dysfunction after lung transplantation, is characterized by progressive small airway disease (SAD) and is associated with poor outcomes and limited therapeutic options. Sotatercept, an activin-signaling inhibitor approved for pulmonary arterial hypertension, has been associated with improvements in physiologic markers of SAD in patients with pulmonary hypertension. In this report, we describe a 55-year-old woman with primary ciliary dyskinesia status post bilateral lung transplantation who developed stage 3 BOS complicated by hypercapnic respiratory failure requiring mechanical ventilation. Following initiation of off-label sotatercept, she experienced rapid clinical and radiologic improvement, permitting transient liberation from mechanical ventilation before succumbing to progressive respiratory failure. Further study is required to assess the potential role for activin pathway modulation in advanced BOS.

Open article ↗



2026-06-01 | High-dose continuous infusion of piperacillin/tazobactam via elastomeric pump in a pediatric patient with Kartagener syndrome: pharmacokinetic target attainment and clinical outcome.

Multidrug-resistant Achromobacter xylosoxidans infections in pediatric patients with primary ciliary dyskinesia (PCD) often require prolonged intravenous therapy. We evaluated the pharmacokinetics of continuous infusion piperacillin/tazobactam (16 g/2 g daily) in a 13-year-old male with situs inversus and chronic otitis media transitioned from hospital-based electronic infusion to home-based Outpatient Parenteral Antimicrobial Therapy (OPAT) using elastomeric pumps. Plasma concentrations were measured by Therapeutic Drug Monitoring (TDM), and tissue exposure was estimated using conservative penetration coefficients. Drug concentrations consistently remained above the MIC (≤2 mg/L). During hospitalization, steady-state concentrations were stable (27.2-29.0 mg/L; CV 4.5%), whereas during OPAT they were higher and more variable (53.9-80.1 mg/L; CV 20.1%), consistent with the known non-linear delivery profiles of elastomeric devices. Despite this variability, TDM confirmed sustained supratherapeutic exposure, with estimated tissue concentrations remaining >5-fold above the MIC. Clinical resolution was achieved without adverse events, supporting the role of TDM-guided OPAT in difficult-to-treat infections.

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

9 orphan drug designations for Primary ciliary dyskinesia.

9 orphan drug designations for Primary ciliary dyskinesia.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

DNAI1 mRNA encapsulated in a selective organ targeting lipid nanoparticle

RNAs

FDA

2024-06-25

ReCode Therapeutics, Inc.

mRNA encoding the ciliary protein CCDC40

RNAs

FDA

2023-09-26

Ethris GmbH

Messenger ribonucleic acid coding for coiled-coil domain-containing protein 40

RNAs

EMA

2023-07-25

Ethris GmbH

3,5-diamino-6-chloro-N-(N-(4-(4-(2-(hexyl((2S,3R,4R,5R)-2,3,4,5,6-pentahydroxyhexyl)amino)ethoxy)phenyl)butyl)-carbamimidoyl)pyrazine-2-carboxamide, Sodium chloride solution 4.2% (w/v)

small molecules

EMA

2020-11-16

QbD Flanders

3,5-diamino-6-chloro-N-(N-(4-(4-(2-(hexyl((2S,3R,4R, 5R)-2,3,4,5,6-pentahydroxyhexyl)amino)ethoxy)phenyl)butyl)-carbamimidoyl)pyrazine-2-carboxamide

small molecules

FDA

2020-05-05

Parion Sciences, Inc.

Cyclo[L-alanyl-L-seryl-L-isoleucyl-L-prolyl-L-prolyl-L-glutaminyl-L-lysyl-L-tyrosyl-D-prolyl-L-prolyl-(2S)-2-aminodecanoyl-L-alpha-glutamyl-L-threonyl]acetate salt

peptides

EMA

2017-02-27

Santhera Pharmaceuticals (Deutschland) GmbH

(R)-N-[2-(6-Chloro-methoxy-1H-indol-3yl)propyl]acetamide

FDA

2003-07-03

Phase 2 Discovery, Inc.

Tetrabenazine

FDA

1998-05-12

Prestwick Pharmaceuticals, Inc.

Uridine 5'-triphosphate

small molecules

FDA

1996-06-26

Inspire Pharmaceuticals, Inc.

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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.