AI Drug Discovery for Pharma and Biotech

Drug discovery

16

drugs

With orphan designations

Overview

Thrombotic thrombocytopenic purpura (TTP) is a life-threatening thrombotic microangiopathy caused by severe ADAMTS13 deficiency (<10% activity), typically due to autoimmune inhibition (iTTP) or congenital mutations (cTTP). Hallmark features include microangiopathic hemolytic anemia, thrombocytopenia, and ischemic organ damage involving the brain, kidneys, and heart. Without prompt treatment, mortality exceeds 90%, but plasma exchange reduces this to <20%. Diagnosis requires ADAMTS13 activity testing and exclusion of alternative causes of thrombotic microangiopathy. [1][2][9]

Population

Annual incidence 1-4 cases per million, peaking at ages 20-50 years with 2:1 female predominance. Associated with pregnancy (24% of initial cTTP presentations [3]), autoimmune conditions (e.g., lupus), and triggers like infections or medications (quinine, ticlopidine). [2][4][9][16]

Burden

Acute mortality 10-20% with treatment [2][12], but 55-80% of deaths occur within 14 days if undiagnosed [12]. Up to 40% relapse risk over 10 years [4][8]. Long-term complications include hypertension (30-50%), neurocognitive deficits (25-40%), and chronic kidney disease (15-25%) [8][12][13]. Hospitalization costs exceed $100,000 per acute episode with frequent readmissions [12][18].

Therapies

First-line plasma exchange (1.5x plasma volume daily) with corticosteroids (methylprednisolone 1-2 mg/kg/day). Rituximab (375 mg/m² weekly ×4) for refractory/relapsing cases. Emerging therapies include caplacizumab (anti-vWF nanobody) to reduce thrombosis [3][11] and recombinant ADAMTS13 for congenital forms. [3][9]

Categories: rare hematological diseases, rare renal diseases, rare transplant-related disorders

Research Papers

1,755 drug discovery papers related to Thrombotic thrombocytopenic purpura, with 4 first-in-class and 17 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

1,755 drug discovery papers related to Thrombotic thrombocytopenic purpura, with 4 first-in-class and 17 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-09 | [Transient acquired thrombotic thrombocytopenic purpura developed during bortezomib, lenalidomide, and dexamethasone therapy for multiple myeloma].

A 59-year-old woman was diagnosed with symptomatic Bence Jones protein, lambda (λ) type, associated with multiple myeloma (BJP-λ MM). Considering her renal dysfunction, she initially received bortezomib and dexamethasone. After renal function improved, she received one cycle of bortezomib, lenalidomide, and dexamethasone (BLD) therapy and achieved stringent complete response. She presented with general fatigue and jaundice before the second cycle of BLD. Laboratory testing revealed: total bilirubin, 4.8 mg/dl; indirect bilirubin, 4.1 mg/dl; lactate dehydrogenase, 978 U/l; hemoglobin, 7.4 g/dl; haptoglobin, <10 mg/dl; platelet count, 23,000/µl; and creatinine, 0.96 mg/dl. A hemogram revealed 1% schistocytes. ADAMTS13 activity was undetectable and the ADAMTS13 inhibitor level was 1.8 Bethesda units. A diagnosis of acquired thrombotic thrombocytopenic purpura (aTTP) was made, and treatment was initiated with prednisolone and rituximab. Plasma exchange was not performed because thrombocytopenia did not progress. The first dose of rituximab restored platelet count, and ADAMTS13 inhibitor became undetectable. The clinical course in this case was consistent with drug-induced aTTP.

Open article ↗



2026-07-09 | Update in treatment options for congenital and immune thrombotic thrombocytopenic purpura.

Thrombotic thrombocytopenic purpura (TTP) is a thrombotic microangiopathy resulting either from congenital deficiency (cTTP) or acquired (immune) deficiency (iTTP) of A Disintegrin and Metalloprotease with ThromboSpondin-type 1 motif, member 13 (ADAMTS13). Deficiency of ADAMTS13 leads to disseminated platelet thrombosis and organ dysfunction. High mortality of cTTP is prevented by plasma infusion to replace the deficient protease, or more recently by infusion of recombinant ADAMTS13. Standard treatment of iTTP includes steroids, plasma exchange, and rituximab, with or without caplacizumab. Although standard treatment of iTTP improves mortality, refractory cases persist, indicating the need for additional treatment options. This review summarizes the status of novel treatment options for cTTP and iTTP, including additional recombinant ADAMTS13 products, ADAMTS13 gene therapies, plasma cell-directed therapies (bortezomib, daratumumab) as well as novel inhibitors of von Willebrand factor activity.

Open article ↗



2026-07-07 | Postmarketing Safety Concerns With Caplacizumab: A Real-World Pharmacovigilance Study Based on the FDA Adverse Event Reporting System Database.

To analyze data from the U.S. Food and Drug Administration Adverse Event Reporting System (FAERS) database to characterize the adverse effects of caplacizumab, including associated adverse events (AEs) and safety signals in real-world clinical practice. and obtain evidence to support the rational use of this drug in the treatment of thrombotic thrombocytopenic purpura (TTP). Postmarketing AE reports associated with caplacizumab were retrieved from the FAERS database. Safety signals were identified using four disproportionality analysis methods: the reporting odds ratio, proportional reporting ratio, Bayesian Confidence Propagation Neural Network (BCPNN), and multi-item gamma Poisson shrinker. The Weibull distribution was used to analyze the onset time of AEs, and subgroup analyses were performed according to sex, age group, and reporter type. In total, 1144 reports involving caplacizumab were analyzed. Most AEs were nonserious. Among the 401 reports with documented onset times, 162 (40.4%) described AEs occurring within 7 days of administration. Common bleeding-related events (e.g., epistaxis, gingival bleeding, gastrointestinal hemorrhage, heavy menstrual bleeding, and vaginal hemorrhage) were consistent with product labeling. Decreases in platelet count and in disintegrin and metalloproteinase with thrombospondin type 1 motif 13 (ADAMTS13) activity were interpreted as manifestations of the underlying disease (acquired TTP) rather than drug-induced AEs. Newly identified safety signals included contusion, injection site pain, injection site bruising, injection site erythema, injection site haemorrhage, pruritus and rash. These findings underscore the importance of pharmacovigilance and postmarketing surveillance for caplacizumab. Clinicians should closely monitor bleeding events and injection site reactions during treatment. To ensure the safe use of caplacizumab, the mechanisms underlying these potential signals should be elucidated, and targeted monitoring strategies should be developed.

Open article ↗



2026-07-09 | [Transient acquired thrombotic thrombocytopenic purpura developed during bortezomib, lenalidomide, and dexamethasone therapy for multiple myeloma].

A 59-year-old woman was diagnosed with symptomatic Bence Jones protein, lambda (λ) type, associated with multiple myeloma (BJP-λ MM). Considering her renal dysfunction, she initially received bortezomib and dexamethasone. After renal function improved, she received one cycle of bortezomib, lenalidomide, and dexamethasone (BLD) therapy and achieved stringent complete response. She presented with general fatigue and jaundice before the second cycle of BLD. Laboratory testing revealed: total bilirubin, 4.8 mg/dl; indirect bilirubin, 4.1 mg/dl; lactate dehydrogenase, 978 U/l; hemoglobin, 7.4 g/dl; haptoglobin, <10 mg/dl; platelet count, 23,000/µl; and creatinine, 0.96 mg/dl. A hemogram revealed 1% schistocytes. ADAMTS13 activity was undetectable and the ADAMTS13 inhibitor level was 1.8 Bethesda units. A diagnosis of acquired thrombotic thrombocytopenic purpura (aTTP) was made, and treatment was initiated with prednisolone and rituximab. Plasma exchange was not performed because thrombocytopenia did not progress. The first dose of rituximab restored platelet count, and ADAMTS13 inhibitor became undetectable. The clinical course in this case was consistent with drug-induced aTTP.

Open article ↗



2026-07-09 | Update in treatment options for congenital and immune thrombotic thrombocytopenic purpura.

Thrombotic thrombocytopenic purpura (TTP) is a thrombotic microangiopathy resulting either from congenital deficiency (cTTP) or acquired (immune) deficiency (iTTP) of A Disintegrin and Metalloprotease with ThromboSpondin-type 1 motif, member 13 (ADAMTS13). Deficiency of ADAMTS13 leads to disseminated platelet thrombosis and organ dysfunction. High mortality of cTTP is prevented by plasma infusion to replace the deficient protease, or more recently by infusion of recombinant ADAMTS13. Standard treatment of iTTP includes steroids, plasma exchange, and rituximab, with or without caplacizumab. Although standard treatment of iTTP improves mortality, refractory cases persist, indicating the need for additional treatment options. This review summarizes the status of novel treatment options for cTTP and iTTP, including additional recombinant ADAMTS13 products, ADAMTS13 gene therapies, plasma cell-directed therapies (bortezomib, daratumumab) as well as novel inhibitors of von Willebrand factor activity.

Open article ↗



2026-07-07 | Postmarketing Safety Concerns With Caplacizumab: A Real-World Pharmacovigilance Study Based on the FDA Adverse Event Reporting System Database.

To analyze data from the U.S. Food and Drug Administration Adverse Event Reporting System (FAERS) database to characterize the adverse effects of caplacizumab, including associated adverse events (AEs) and safety signals in real-world clinical practice. and obtain evidence to support the rational use of this drug in the treatment of thrombotic thrombocytopenic purpura (TTP). Postmarketing AE reports associated with caplacizumab were retrieved from the FAERS database. Safety signals were identified using four disproportionality analysis methods: the reporting odds ratio, proportional reporting ratio, Bayesian Confidence Propagation Neural Network (BCPNN), and multi-item gamma Poisson shrinker. The Weibull distribution was used to analyze the onset time of AEs, and subgroup analyses were performed according to sex, age group, and reporter type. In total, 1144 reports involving caplacizumab were analyzed. Most AEs were nonserious. Among the 401 reports with documented onset times, 162 (40.4%) described AEs occurring within 7 days of administration. Common bleeding-related events (e.g., epistaxis, gingival bleeding, gastrointestinal hemorrhage, heavy menstrual bleeding, and vaginal hemorrhage) were consistent with product labeling. Decreases in platelet count and in disintegrin and metalloproteinase with thrombospondin type 1 motif 13 (ADAMTS13) activity were interpreted as manifestations of the underlying disease (acquired TTP) rather than drug-induced AEs. Newly identified safety signals included contusion, injection site pain, injection site bruising, injection site erythema, injection site haemorrhage, pruritus and rash. These findings underscore the importance of pharmacovigilance and postmarketing surveillance for caplacizumab. Clinicians should closely monitor bleeding events and injection site reactions during treatment. To ensure the safe use of caplacizumab, the mechanisms underlying these potential signals should be elucidated, and targeted monitoring strategies should be developed.

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

16 orphan drug designations for Thrombotic thrombocytopenic purpura, including 5 approved therapies.

16 orphan drug designations for Thrombotic thrombocytopenic purpura, including 5 approved therapies.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

a fusion protein consisting of the catalytic domain of the human urokinase-type plasminogen activator (UPA) and an antibody fragment (variable heavy domain of a heavy chain antibody [VHH]), that binds with high affinity to the C-terminal cystine knot (CTCK) domain of VWF

proteins

FDA

2025-03-19

TargED Biopharmaceuticals B.V.

Urokinase, catalytic domain, fused with a single-chain antibody against von Willebrand factor

combination

EMA

2024-07-25

TargED Biopharmaceuticals B.V.

A (recombinant) disintegrin and metalloprotease with thrombospondin type 1 repeats, member 13 (ADAMTS13) protein

proteins

FDA

2023-09-27

GC Biopharma Corp.

anfibatide

antibodies

FDA

2016-03-10

Lee's Pharmaceutical (Hong Kong) Limited

S-59 treated FFP (plasma treated with amotosalen hydrochloride & ultraviolet A light

other

FDA

2011-02-14

Cerus Corporation

Nanobody directed towards the human A1 domain of von Willebrand factor [Cablivi]

antibodies

EMA

2009-04-30

2018-09-04

Ablynx N.V.

caplacizumab-yhdp [Cablivi]

antibodies

FDA

2009-04-14

2025-12-23

Ablynx, a wholly owned subsidiary of Sanofi Group

Caplacizumab [CABLIVI]

antibodies

FDA

2009-04-14

2019-02-06

Ablynx, a wholly owned subsidiary of Sanofi Group

Recombinant human ADAMTS-13 [ADZYNMA]

proteins

EMA

2008-12-03

2024-08-02

Takeda Manufacturing Austria AG

Recombinant disintegrin and metalloprotease with thrombospondin type 1 motifs

proteins

FDA

2008-07-29

Takeda Development Center Americas, Inc.

ADAMTS13, recombinant-krhn [Adzynma]

proteins

FDA

2008-07-29

2023-11-09

Takeda Development Center Americas, Inc.

Egaptivon pegol

oligonucleotides

EMA

2008-06-03

FGK Representative Service GmbH

Anti-von Willebrand Aptamer

oligonucleotides

FDA

2008-04-09

Archemix Corporation

solvent/detergent treated non-blood-group specific human coagulation active plasma

other

FDA

2005-12-12

Octapharma USA, Inc.

Romiplostim [Nplate]

peptides

EMA

2005-05-27

Amgen Europe B.V.

Defibrotide

oligonucleotides

FDA

1985-07-05

Crinos International

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.

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.