AI Drug Discovery for Pharma and Biotech

Drug discovery

14

drugs

With orphan designations

Overview

Von Willebrand disease (VWD) is the most common inherited bleeding disorder, caused by quantitative or qualitative defects in von Willebrand factor (VWF), leading to impaired platelet adhesion and Factor VIII stabilization [4][9][17]. It manifests as mucocutaneous bleeding (epistaxis, menorrhagia, postoperative bleeding), with severity varying by type (1, 2A/B/M/N, 3) [4][14][18]. Diagnosis requires clinical evaluation, VWF antigen/activity testing, and Factor VIII assays [13][17].

Population

  • Prevalence: 0.6-1.3% overall [2][18]; symptomatic cases ~1/10,000 [14][18]

  • Affects both sexes equally, but women more frequently seek care due to menorrhagia [6][14]

  • Type 1 (75% of cases) > Type 2 (23%) > Type 3 (1-2/million) [4][18]

Burden

  • 72-94% experience bleeding events; women report 6+ symptoms pre-diagnosis [2][14]

  • Diagnostic delay: Average 16 years for women [14]; 40-70% require transfusions [6][14]

  • Reduced quality of life, increased migraines (41% vs 13% controls), arthritis (37% vs 15%) [14][17]

Therapies

  • First-line: Desmopressin (DDAVP) for responsive Type 1/2A/2M [1][5][11]

  • Replacement therapy: Plasma-derived/recombinant VWF concentrates (e.g., Humate-P, Vonvendi) for severe bleeding/surgery [1][5][19]

  • Adjuncts: Antifibrinolytics (tranexamic acid), hormonal contraceptives, fibrin sealants [1][3][14]

Categories: rare genetic diseases, rare hematological diseases

Research Papers

1,482 drug discovery papers related to Von Willebrand disease, with 3 first-in-class and 26 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

1,482 drug discovery papers related to Von Willebrand disease, with 3 first-in-class and 26 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-06 | Navigating hemostasis: anesthetic challenges in a pituitary tumor with type 2 von Willebrand disease—case report

Introduction The anesthetic management of patients with von Willebrand disease (VWD) present a significant perioperative challenge due to the high risk of hemorrhage. This risk is further elevated in neurosurgical procedures, such as transsphenoidal surgery (TSS) for pituitary neuroendocrine tumors (PitNETs), due to the close proximity to critical neurovascular structures. Case presentation This report describes a 42-year-old male with type 2 VWD and hypothyroidism, diagnosed with a Knosp grade 3A PitNET, who underwent an endoscopic endonasal transsphenoidal resection. A multidisciplinary approach was implemented, including hemodynamic monitoring and targeted replacement of VWF/FVIII concentrate calculated according to plasma levels, maintaining paremeters of VWF ristocetin cofactor/activity (VWF:RCo) (%) and FVIII (%): >80% during the intraoperative period and >50% during the postoperative period. The postoperative course was favorable, with no neurovascular, hemostatic, hemodynamic, or endocrine complications. Discussion The coexistence of VWD and a macro-PitNET creates a profound clinical dilemma that exposes the limitations of conventional perioperative care. While TSS demands strict hemostatic control due to its proximity to major neurovascular structures like the cavernous sinuses and internal carotid arteries, the type 2 VWD directly threatens clot stability and initial platelet plug formation. Given the scarce literature surrounding its neuroanesthetic management, this case report discusses the successful implementation of an individualized strategy. By integrating targeted plasma-derived VWF/FVIII replacement with real-time thromboelastography (TEG) and advanced hemodynamic monitoring, we demonstrate how a coordinated multidisciplinary approach can successfully mitigate overlapping hemorrhagic and neurosurgical risks. Conclusions This case highlights the importance of individualized planning and comprehensive management based on the American Society of Hematology (ASH), International Society on Thrombosis and Haemostasis (ISTH), National Hemophilia Foundation (NHF), and World Federation of Hemophilia (WFH) (ASH–ISTH–NHF–WFH, 2021) guidelines to optimize outcomes in patients with VWD undergoing high-complexity surgery.

Open article ↗



2026-07-06 | Von Willebrand disease: A century of progress.

One hundred years after the initial description of von Willebrand disease, originally referred to as pseudohemophilia, this article is a tribute to Dr Erik von Willebrand and a testament to the progress in our understanding of von Willebrand factor. Main focuses have been on structure and hemostatic function, as well as the advancements in the diagnosis, genetics, and management of von Willebrand disease. Insightful early observations led to the discovery of the main VWF ligands and interaction domains and the molecular mechanisms controlling these associations in the context of hemostasis. Reflecting these intricate mechanisms, the genetics and diagnosis of von Willebrand disease remain challenging, especially for the mild, quantitative deficiencies. Treatment developments and innovations have historically progressed quite slowly and in the shadow of hemophilia. However, recent patient-centered studies underscoring unmet clinical needs have catalyzed a dynamic and rapidly evolving effort to improve patient care and clinical outcomes.

Open article ↗



2026-07-03 | Are electrical stimulation devices the way forward for addressing heavy menstrual bleeding in women with von Willebrand disease?

1. Heavy menstrual bleeding significantly impacts quality of life for adolescents and adults with von Willebrand disease (VWD). Not everyone with VWD experiences heavy periods – and not every perio...

Open article ↗



2026-07-06 | Navigating hemostasis: anesthetic challenges in a pituitary tumor with type 2 von Willebrand disease—case report

Introduction The anesthetic management of patients with von Willebrand disease (VWD) present a significant perioperative challenge due to the high risk of hemorrhage. This risk is further elevated in neurosurgical procedures, such as transsphenoidal surgery (TSS) for pituitary neuroendocrine tumors (PitNETs), due to the close proximity to critical neurovascular structures. Case presentation This report describes a 42-year-old male with type 2 VWD and hypothyroidism, diagnosed with a Knosp grade 3A PitNET, who underwent an endoscopic endonasal transsphenoidal resection. A multidisciplinary approach was implemented, including hemodynamic monitoring and targeted replacement of VWF/FVIII concentrate calculated according to plasma levels, maintaining paremeters of VWF ristocetin cofactor/activity (VWF:RCo) (%) and FVIII (%): >80% during the intraoperative period and >50% during the postoperative period. The postoperative course was favorable, with no neurovascular, hemostatic, hemodynamic, or endocrine complications. Discussion The coexistence of VWD and a macro-PitNET creates a profound clinical dilemma that exposes the limitations of conventional perioperative care. While TSS demands strict hemostatic control due to its proximity to major neurovascular structures like the cavernous sinuses and internal carotid arteries, the type 2 VWD directly threatens clot stability and initial platelet plug formation. Given the scarce literature surrounding its neuroanesthetic management, this case report discusses the successful implementation of an individualized strategy. By integrating targeted plasma-derived VWF/FVIII replacement with real-time thromboelastography (TEG) and advanced hemodynamic monitoring, we demonstrate how a coordinated multidisciplinary approach can successfully mitigate overlapping hemorrhagic and neurosurgical risks. Conclusions This case highlights the importance of individualized planning and comprehensive management based on the American Society of Hematology (ASH), International Society on Thrombosis and Haemostasis (ISTH), National Hemophilia Foundation (NHF), and World Federation of Hemophilia (WFH) (ASH–ISTH–NHF–WFH, 2021) guidelines to optimize outcomes in patients with VWD undergoing high-complexity surgery.

Open article ↗



2026-07-06 | Von Willebrand disease: A century of progress.

One hundred years after the initial description of von Willebrand disease, originally referred to as pseudohemophilia, this article is a tribute to Dr Erik von Willebrand and a testament to the progress in our understanding of von Willebrand factor. Main focuses have been on structure and hemostatic function, as well as the advancements in the diagnosis, genetics, and management of von Willebrand disease. Insightful early observations led to the discovery of the main VWF ligands and interaction domains and the molecular mechanisms controlling these associations in the context of hemostasis. Reflecting these intricate mechanisms, the genetics and diagnosis of von Willebrand disease remain challenging, especially for the mild, quantitative deficiencies. Treatment developments and innovations have historically progressed quite slowly and in the shadow of hemophilia. However, recent patient-centered studies underscoring unmet clinical needs have catalyzed a dynamic and rapidly evolving effort to improve patient care and clinical outcomes.

Open article ↗



2026-07-03 | Are electrical stimulation devices the way forward for addressing heavy menstrual bleeding in women with von Willebrand disease?

1. Heavy menstrual bleeding significantly impacts quality of life for adolescents and adults with von Willebrand disease (VWD). Not everyone with VWD experiences heavy periods – and not every perio...

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

14 orphan drug designations for Von Willebrand disease, including 8 approved therapies.

14 orphan drug designations for Von Willebrand disease, including 8 approved therapies.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

recombinant humanized anti-TFPI monoclonal antibody

antibodies

FDA

2024-11-18

Suzhou Alphamab Co., Ltd.

IgG4 monoclonal antibody directed against protein S

antibodies

FDA

2023-04-05

Vega Therapeutics, Inc.

PEGylated aptamer targeting Von Willebrand Factor A1 domain

oligonucleotides

FDA

2021-09-27

Band Therapeutics, LLC

von Willebrand Factor Human Concentrate

proteins

FDA

2014-05-29

LFB USA, Inc.

Vonicog alfa [Veyvondi]

proteins

EMA

2010-11-26

BAXALTA INNOVATIONS GmbH

von Willebrand factor (recombinant) [Vonvendi]

proteins

FDA

2010-11-23

2022-01-28

Takeda Pharmaceuticals U.S.A., Inc.

recombinant von Willebrand factor (rhVWF)

proteins

FDA

2010-11-23

2015-12-08

Takeda Pharmaceuticals U.S.A., Inc.

recombinant von Willebrand factor (rhVWF) [Vonvendi]

proteins

FDA

2010-11-23

2022-01-28

Takeda Pharmaceuticals U.S.A., Inc.

recombinant von Willebrand factor (rhVWF) [Vonvendi]

proteins

FDA

2010-11-23

2022-01-28

Takeda Pharmaceuticals U.S.A., Inc.

Microvesiculated modified glycosylated tissue factor

proteins

FDA

2007-10-11

Thrombotargets Corp.

von Willebrand Factor/Coagulation Factor VIII Complex (Human) [Wilate]

proteins

FDA

2007-04-18

2009-12-04

Octapharma USA, Inc.

Antihemophilic factor (human) [Alphanate]

proteins

FDA

1996-01-05

2007-01-31

Grifols Biologicals Inc.

Antihemophilic factor/von Willebrand factor complex (human), dried, pasteurized [Humate-P]

proteins

FDA

1992-10-16

1999-04-01

CSL Behring

Desmopressin acetate

small molecules

FDA

1991-01-22

1994-03-07

Ferring Pharmaceuticals, Inc.

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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.