AI Drug Discovery for Pharma and Biotech

Drug discovery

29

drugs

With orphan designations

Overview

Paroxysmal nocturnal hemoglobinuria (PNH) is a rare, acquired clonal disorder caused by PIGA gene mutations, leading to deficiency of GPI-anchored complement regulatory proteins (CD55/CD59). This results in chronic complement-mediated intravascular hemolysis, thrombophilia, and bone marrow failure. Clinical features include hemolytic anemia, hemoglobinuria, fatigue, and life-threatening thrombosis. Diagnosis requires flow cytometry to detect GPI-anchored protein deficiency. Treatment focuses on complement inhibition, dramatically improving outcomes [1][6][11].

Population

  • Incidence: 1–9 cases per 100,000; global prevalence up to 15.9 per million [2][7].

  • Median age at onset: 30s, though occurs across all ages; slight female predominance (52–57%) [7][12].

  • Higher prevalence in Southeast/East Asia, often associated with aplastic anemia [2][12].

Burden

  • Thrombosis: Leading cause of mortality (40–67% of deaths) [6][9][15].

  • Clinical impact: Chronic fatigue (80%), renal impairment (50%), transfusion dependence, and impaired quality of life [4][14][16].

  • Economic: Mean hospitalization costs exceed $125,000; 23% require annual PNH-related hospitalizations [9][14].

Therapies

  • Terminal complement inhibitors: Eculizumab and ravulizumab (C5 inhibitors) reduce hemolysis and thrombosis risk [3][6][18].

  • Proximal inhibitors: Pegcetacoplan (C3), iptacopan (factor B), and danicopan (factor D) address residual extravascular hemolysis [3][8][13].

  • Supportive care: Transfusions, anticoagulation; stem cell transplant for refractory cases [6][11].

Categories: rare genetic diseases, rare hematological diseases, rare inborn errors of metabolism, rare transplant-related disorders

Research Papers

1,095 drug discovery papers related to Paroxysmal nocturnal hemoglobinuria, with 3 first-in-class and 52 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

1,095 drug discovery papers related to Paroxysmal nocturnal hemoglobinuria, with 3 first-in-class and 52 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-11 | Systemic lupus erythematosus associated with paroxysmal nocturnal hemoglobinuria: a case report and literature review highlighting the clinical significance of small PNH clones.

Systemic lupus erythematosus (SLE) and paroxysmal nocturnal hemoglobinuria (PNH) represent distinct disorders linked by complement pathway dysregulation, yet their co-occurrence remains poorly characterized. We present a 42-year-old woman with newly diagnosed SLE exhibiting persistent cytopenia and Coombs-negative hemolysis, in whom high-sensitivity flow cytometry identified GPI-deficient clones consistent with PNH. Following treatment for SLE, she showed clinical improvement with stable small granulocyte PNH clone during more than 2 years of follow-up. Systematic literature review of seven additional cases reveals that SLE-associated PNH manifests heterogeneously, with thrombotic events occurring in 37.5% (3/8) of patients and detectable hemolysis in 87.5% (7/8). Notably, our analysis challenges the conventional view that small PNH clones (<10% granulocytes) are clinically insignificant - two such cases demonstrated biochemical evidence of hemolysis. These findings suggest that even small PNH clones may contribute to clinical hemolysis in SLE patients through autoimmune complement activation. This observation has immediate clinical relevance, as it justifies PNH screening in SLE patients with unexplained cytopenia or Coombs-negative hemolysis, and the management should be guided by clinical phenotype rather than clone size alone.

Open article ↗



2026-07-01 | Beyond Terminal Blockade: A Mechanism-Based Approach to Complement Inhibitor Selection in Paroxysmal Nocturnal Hemoglobinuria.

Complement inhibitor selection in paroxysmal nocturnal hemoglobinuria (PNH) can no longer be reduced to a binary class-level decision. Terminal C5 inhibitors provide durable control of intravascular hemolysis (IVH) and the most mature evidence for thromboembolic risk reduction, supporting their continued primacy in patients with high thrombotic risk or established venous thromboembolism. Persistent anemia during C5 inhibition is mechanistically heterogeneous. Before it is ascribed to extravascular hemolysis (EVH) or bone marrow failure (BMF), the adequacy of terminal complement inhibition should be confirmed, as incomplete IVH suppression may contribute to residual hemolysis in some patients. Among patients with confirmed terminal suppression, persistent anemia is driven primarily by C3-mediated EVH in a subset of patients, whereas in others it arises from underlying BMF or a combination of both. Differentiating among these mechanisms is a prerequisite for escalation decisions rather than an optional refinement. The proximal complement inhibitors pegcetacoplan (C3), iptacopan (Factor B), and danicopan (Factor D) address EVH-driven anemia but have not been evaluated in trials powered for thrombosis prevention, creating an asymmetry in the evidence base that demands explicit clinical reasoning. This review proposes a phenotype-driven longitudinal management strategy stratifying treatment decisions by dominant disease mechanism, thrombotic risk, and practical treatment context. Diagnostic approaches to differentiating EVH‑dominant, BMF‑dominant, and overlap phenotypes in the relevant patient subsets, comparative evidence across inhibitor classes, and mechanism-based escalation strategies are addressed in sequence, alongside high-risk clinical scenarios and an evidence-gap analysis to guide future research.

Open article ↗



2026-06-23 | Thromboembolic Events in Indian Patients with Paroxysmal Nocturnal Hemoglobinuria: A Single Centre Experience.

Paroxysmal Nocturnal Hemoglobinuria (PNH) is a rare, acquired clonal hematopoietic stem cell disorder. Thrombosis is the most common complication leading to high mortality in PNH patients. The mechanisms of thrombosis in PNH are diverse, and the exact mechanism is still unclear. There is a paucity of data on the incidence of thrombosis in Indian patients with PNH. We retrospectively analyzed the data of 95 patients with a positive PNH clone treated at our center. Ten patients (9.5%), including 07 patients with classical PNH and 03 patients with PNH associated with aplastic anemia or myelodysplastic neoplasm (PNH-AA/MDS), had thromboembolic events. Thrombosis was present in 38% of classical PNH and 10% of PNH AA/MDS. One-third of the patients had 2 or more episodes of thrombosis during the disease. The most common site of thrombosis in our study was the abdominal veins. Fatal thrombosis occurred in 50% of the patients. None of the patients received Eculizumab. The median clone size was higher in cPNH patients compared to PNH AA/MDS. All patients developing thrombosis had a large granulocyte PNH clone and high disease activity. 50% of the patients died as a direct consequence of thrombosis and its complications. Thrombosis despite prophylactic anticoagulation was seen in 25% of patients. The findings, notwithstanding the limited number of patients, confirm that thrombosis continues to remain a significant cause of mortality in patients with PNH.

Open article ↗



2026-07-11 | Systemic lupus erythematosus associated with paroxysmal nocturnal hemoglobinuria: a case report and literature review highlighting the clinical significance of small PNH clones.

Systemic lupus erythematosus (SLE) and paroxysmal nocturnal hemoglobinuria (PNH) represent distinct disorders linked by complement pathway dysregulation, yet their co-occurrence remains poorly characterized. We present a 42-year-old woman with newly diagnosed SLE exhibiting persistent cytopenia and Coombs-negative hemolysis, in whom high-sensitivity flow cytometry identified GPI-deficient clones consistent with PNH. Following treatment for SLE, she showed clinical improvement with stable small granulocyte PNH clone during more than 2 years of follow-up. Systematic literature review of seven additional cases reveals that SLE-associated PNH manifests heterogeneously, with thrombotic events occurring in 37.5% (3/8) of patients and detectable hemolysis in 87.5% (7/8). Notably, our analysis challenges the conventional view that small PNH clones (<10% granulocytes) are clinically insignificant - two such cases demonstrated biochemical evidence of hemolysis. These findings suggest that even small PNH clones may contribute to clinical hemolysis in SLE patients through autoimmune complement activation. This observation has immediate clinical relevance, as it justifies PNH screening in SLE patients with unexplained cytopenia or Coombs-negative hemolysis, and the management should be guided by clinical phenotype rather than clone size alone.

Open article ↗



2026-07-01 | Beyond Terminal Blockade: A Mechanism-Based Approach to Complement Inhibitor Selection in Paroxysmal Nocturnal Hemoglobinuria.

Complement inhibitor selection in paroxysmal nocturnal hemoglobinuria (PNH) can no longer be reduced to a binary class-level decision. Terminal C5 inhibitors provide durable control of intravascular hemolysis (IVH) and the most mature evidence for thromboembolic risk reduction, supporting their continued primacy in patients with high thrombotic risk or established venous thromboembolism. Persistent anemia during C5 inhibition is mechanistically heterogeneous. Before it is ascribed to extravascular hemolysis (EVH) or bone marrow failure (BMF), the adequacy of terminal complement inhibition should be confirmed, as incomplete IVH suppression may contribute to residual hemolysis in some patients. Among patients with confirmed terminal suppression, persistent anemia is driven primarily by C3-mediated EVH in a subset of patients, whereas in others it arises from underlying BMF or a combination of both. Differentiating among these mechanisms is a prerequisite for escalation decisions rather than an optional refinement. The proximal complement inhibitors pegcetacoplan (C3), iptacopan (Factor B), and danicopan (Factor D) address EVH-driven anemia but have not been evaluated in trials powered for thrombosis prevention, creating an asymmetry in the evidence base that demands explicit clinical reasoning. This review proposes a phenotype-driven longitudinal management strategy stratifying treatment decisions by dominant disease mechanism, thrombotic risk, and practical treatment context. Diagnostic approaches to differentiating EVH‑dominant, BMF‑dominant, and overlap phenotypes in the relevant patient subsets, comparative evidence across inhibitor classes, and mechanism-based escalation strategies are addressed in sequence, alongside high-risk clinical scenarios and an evidence-gap analysis to guide future research.

Open article ↗



2026-06-23 | Thromboembolic Events in Indian Patients with Paroxysmal Nocturnal Hemoglobinuria: A Single Centre Experience.

Paroxysmal Nocturnal Hemoglobinuria (PNH) is a rare, acquired clonal hematopoietic stem cell disorder. Thrombosis is the most common complication leading to high mortality in PNH patients. The mechanisms of thrombosis in PNH are diverse, and the exact mechanism is still unclear. There is a paucity of data on the incidence of thrombosis in Indian patients with PNH. We retrospectively analyzed the data of 95 patients with a positive PNH clone treated at our center. Ten patients (9.5%), including 07 patients with classical PNH and 03 patients with PNH associated with aplastic anemia or myelodysplastic neoplasm (PNH-AA/MDS), had thromboembolic events. Thrombosis was present in 38% of classical PNH and 10% of PNH AA/MDS. One-third of the patients had 2 or more episodes of thrombosis during the disease. The most common site of thrombosis in our study was the abdominal veins. Fatal thrombosis occurred in 50% of the patients. None of the patients received Eculizumab. The median clone size was higher in cPNH patients compared to PNH AA/MDS. All patients developing thrombosis had a large granulocyte PNH clone and high disease activity. 50% of the patients died as a direct consequence of thrombosis and its complications. Thrombosis despite prophylactic anticoagulation was seen in 25% of patients. The findings, notwithstanding the limited number of patients, confirm that thrombosis continues to remain a significant cause of mortality in patients with PNH.

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

29 orphan drug designations for Paroxysmal nocturnal hemoglobinuria, including 9 approved therapies.

29 orphan drug designations for Paroxysmal nocturnal hemoglobinuria, including 9 approved therapies.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

small molecule inhibitor of complement factor B

small molecules

FDA

2024-12-11

Wuhan Createrna Science and Technology Co., Ltd.

Recombinant, Humanized, Aglycosylated, Immunoglobulin G1 kappa Anti-Factor Bb Monoclonal Antibody

antibodies

FDA

2023-12-20

NovelMed Therapeutics, Inc.

Recombinant, Humanized, aglycosylated, IgG1 Kappa Anti-Properdin Monoclonal Antibody

antibodies

FDA

2022-10-05

NovelMed Therapeutics, Inc.

Humanized immunoglobulin G4 monoclonal antibody directed against mannan-binding lectin-associated serine protease-3 (MASP-3)

antibodies

FDA

2022-07-28

Omeros Corporation

Recombinant IgG-fusion protein containing a humanized anti-C5 monoclonal antibody fused with a truncated human complement FH to the heavy chain C-terminus

proteins

FDA

2022-07-20

Kira Pharmaceuticals, LLC

cemdisiran

RNAs

FDA

2022-02-10

Regeneron Pharamecuticals, Inc.

Vemircopan

small molecules

EMA

2021-02-19

Alexion Europe

(1R,3S,5R)-2-(2-(3-acetyl-5-(2-methylpyrimidin-5-yl)-1H-indazol-1-yl)acetyl)-N-(6-bromo-3-methylpyridin-2-yl)-5-methyl-2-azabicyclo[3.1.0]hexane-3-carboxamide

small molecules

FDA

2021-02-08

Alexion Pharmaceuticals Inc.

Pozelimab/Cemdisiran Combination

combination

FDA

2020-09-08

Regeneron Pharamecuticals, Inc.

a small molecule inhibitor of human complement factor D

small molecules

FDA

2020-08-28

BioCryst Pharmaceuticals, Inc.

iptacopan [Fabhalta]

small molecules

FDA

2020-07-31

2023-12-05

Novartis Pharmaceuticals Corporation

(4-{(2S,4S)-4-ethoxy-1-[(5-methoxy-7-methyl-1H-indol-4-yl)methyl]piperidin-2-yl}benzoic acid-hydrogen chloride(1/1)) [FABHALTA]

small molecules

EMA

2020-06-04

2024-05-21

Novartis Europharm Limited

pozelimab

antibodies

FDA

2019-07-22

Regeneron Pharmaceuticals Inc

(2S,4R)-1-(2-(3-acetyl-5-(2-methylpyrimidine-5-yl)-1H-indazol-1-yl)acetyl)-N-(6-bromopyridine-2-yl)-4-fluoropyrrolidine-2-carboxamide [Voydeya]

small molecules

EMA

2017-12-12

2024-04-25

Alexion Europe SAS

danicopan [Voydeya]

small molecules

FDA

2017-11-02

2024-03-29

Alexion Pharmaceuticals, Inc

crovalimab-akkz [Piasky]

antibodies

FDA

2017-09-05

2024-06-20

Genentech Inc.

Synthetic 15-amino-acid macrocyclic peptide acylated with a ethyleneglycol palmitoylated linker

peptides

FDA

2017-07-19

Ra Pharmaceuticals, Inc.

Poly(oxy-1,2-ethanediyl), .alpha.-hydro-.omega.-hydroxy-,15,15'-diester with N-acetyl-L-isoleucyl-L-cysteinyl-L-valyl-1-methyl-L-tryptophyl-L-glutaminyl-L-.alpha.-aspartyl-L-tryptophylglycyl-L-alanyl-L-histidyl-L-arginyl-L-cysteinyl-L-threonyl-2-[2-(2-aminoethoxy)ethoxy]acetyl-N6-carboxy-L-lysinamide cyclic (2.fwdarw.12)-(disulfide); where two identical synthetic peptide domains are covalently linked at the ends of the polyethylene glycol chain [ASPAVELI]

peptides

EMA

2017-05-22

2021-12-14

Swedish Orphan Biovitrum AB (publ)

Ravulizumab-cwvz [Ultomiris]

antibodies

FDA

2017-01-04

2018-12-21

Alexion Pharmaceuticals, Inc.

Zilucoplan [RA101495]

peptides

EMA

2016-10-14

UCB Pharma

nomacopan

proteins

FDA

2016-09-08

Akari Therapeutics Plc

Recombinant protein derived from the saliva of the Ornithodoros moubata tick

proteins

EMA

2016-08-29

Akari Malta Limited

Ravulizumab [Ultomiris]

antibodies

EMA

2016-05-30

[INACTIVE] Alexion Europe

S3,S13-cyclo(D-tyrolsyl-L-isoleucyl-L-cysteinyl-L-valyl-1-methyl-L-tryptophyl-L-glutaminyl-L-aspartyl-L-tryptophyl-N-methyl-L-glycyl-L-alanyl-L-histidyl-L-arginyl-L-cysteinyl-N-methyl-L-isoleucinamide)

peptides

FDA

2014-10-09

Amyndas Pharmaceuticals

S3,S13-cyclo(D-tyrolsyl-L-isoleucyl-L-cysteinyl-L-valyl-1-methyl-L-tryptophyl-L-glutaminyl-L-aspartyl-L-tryptophyl-N-methyl-L-glycyl-L-alanyl-L-histidyl-L-arginyl-L-cysteinyl-N-methyl-L-isoleucinamide)

peptides

EMA

2014-08-22

Amyndas Pharmaceuticals S.A.

pegcetacoplan [Empaveli]

peptides

FDA

2014-04-20

2021-05-14

Apellis Pharmaceuticals, Inc.

Bardoxolone methyl [Soliris]

small molecules

EMA

2003-10-17

Alexion Europe

eculizumab [Soliris]

antibodies

FDA

2003-08-20

2007-03-16

Alexion Pharmaceuticals, Inc.

Mirococept

proteins

EMA

2002-09-11

[INACTIVE] Aligen Therapeutics S.L.

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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.