AI Drug Discovery for Pharma and Biotech

Drug discovery

11

drugs

With orphan designations

Overview

Essential Thrombocythemia (ET) is a Philadelphia-negative myeloproliferative neoplasm characterized by sustained thrombocytosis (>450,000/mcL), thrombotic/hemorrhagic complications, and constitutional symptoms. Diagnosis requires exclusion of reactive causes and other MPNs, with mutations in JAK2 (50%), CALR (23.5%), or MPL (5%) supporting clonal origin [1][6][15]. Management focuses on thrombosis prevention, with disease progression risks including myelofibrosis (13%) and acute leukemia (<2%) [1][6][12].

Population

  • Annual incidence: 0.2–2.5/100,000; prevalence: 24–57/100,000 [1][2][12]

  • Median age at diagnosis: 60–65 years, with a female predominance (2:1 ratio) [1][2][7]

  • 20% diagnosed under age 40; rare pediatric cases reported [6][7][17]

Burden

  • Thrombosis occurs in 20–30% of patients (arterial > venous), often at diagnosis [1][14][20]

  • Life expectancy near-normal but shorter than age-matched controls [1][12][17]

  • Major bleeding in 6% of cases; pregnancy complications (miscarriage, placental abruption) in 15–30% [1][12][14]

Therapies

  • Low-risk: Low-dose aspirin (81–100 mg/day) for microvascular symptoms/thrombosis prevention [3][16][19]

  • High-risk: Cytoreduction (hydroxyurea, pegylated interferon-α) ± aspirin; anagrelide/ruxolitinib for refractory cases [3][5][13]

  • Cardiovascular risk factor optimization (e.g., hypertension, diabetes control) [1][8][16]

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

Research Papers

1,675 drug discovery papers related to Essential thrombocythemia, with 3 first-in-class and 34 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

1,675 drug discovery papers related to Essential thrombocythemia, with 3 first-in-class and 34 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-02 | Fibrocytes drive JAK2V617F-mutated myelofibrosis: pitavastatin reverses marrow fibrosis and anemia.

Bone marrow (BM) fibrosis in primary and post-polycythemia vera/essential thrombocythemia myelofibrosis (MF) has traditionally been considered a reactive process driven by cytokines, such as transforming growth factor (TGF)-β1, primarily produced by neoplastic megakaryocytes and platelets. These cytokines promote the differentiation of wild-type mesenchymal stromal cells into collagen- and fibronectin-producing myofibroblasts, thereby inducing BM fibrosis. However, hematopoietic-derived collagen-producing cells of monocyte lineage, termed fibrocytes, have also been implicated in this process. Here, we demonstrate that fibrocytes constitute a major collagen-producing cell population in the BM of patients with JAK2V617F-mutated MF, with additional contributions from myofibroblasts. Analysis of BM samples from patients with JAK2V617F-mutated myeloproliferative neoplasms (MPNs) revealed that fibrocytes accounted for nearly two-thirds of collagen-producing cells, whereas myofibroblasts represented a smaller subset. Using BM-derived fibrocytes from Jak2V617F transgenic mice (Jak2V617F mice), we performed a high-throughput drug screen and identified statins as inhibitors of fibrocyte proliferation in vitro. In vivo, pitavastatin treatment reduced fibrocyte numbers, ameliorated BM fibrosis, and improved anemia in Jak2V617F mice. Pitavastatin also decreased TGF-β1 production by neoplastic fibrocytes, resulting in reduced myofibroblast expansion. Peripheral blood-derived fibrocytes from patients with JAK2V617F-mutated MPNs were similarly sensitive to pitavastatin in vitro. Together, these findings suggest that fibrocytes substantially contribute to BM fibrosis in JAK2V617F-mutated MF and support further investigation of pitavastatin as a potential antifibrotic strategy in this molecular subset.

Open article ↗



2026-06-24 | Glucose transport dependency defines a therapeutic vulnerability in JAK2V617F-driven myeloproliferative neoplasms.

Myeloproliferative neoplasms (MPN) comprise a heterogenous group of hematological malignancies that include polycythemia vera (PV), essential thrombocythemia (ET), and primary myelofibrosis (PMF). Current therapeutic strategies rely on cytoreductive approaches that mitigate disease burden and thromboembolic risk but are not curative. Allogeneic stem cell transplantation remains the only curative option, underscoring the need for novel therapeutic strategies. We previously identified hypoxia-inducible factor 1 (HIF-‍‍1) as a selective vulnerability in JAK2V617F-positive cells, but the underlying metabolic mechanisms remain incompletely defined. In vitro studies utilized 32D cells transduced with an empty vector control, Jak2WT, or Jak2V617F. To evaluate metabolic dependencies, CRISPR-Cas9 was used to generate Slc2a1 (GLUT1) and Slc2a3 (GLUT3) knockout clones, which were subsequently characterized via RNA sequencing, extracellular flux analysis, and cellular fitness assays (proliferation, viability, and apoptosis). Pharmacological targeted inhibition of GLUT1/3 was evaluated in human JAK2V617F-mutated post-MPN AML cell lines (SET-2, HEL), primary patient-derived cells and a Jak2V617F knock-in mouse model. Combinatorial efficacy was assessed using the JAK1/2 inhibitor ruxolitinib. JAK2V617F induced HIF-1-dependent metabolic reprogramming, characterized by increased glycolytic flux and oxidative metabolism. Complete abrogation of glucose uptake occurred only upon combined loss of GLUT1 and GLUT3 in Jak2V617F cells, revealing functional redundancy between these transporters that sustains enhanced glycolysis. Disruption of glucose uptake selectively induced stress-associated transcriptional programs and replication stress, triggering an S-phase arrest that culminated in apoptosis and impaired viability, specifically in Jak2V617F cells. In vivo, pharmacological inhibition of HIF-1 or GLUT induced a reorganization of erythropoiesis to the spleen but did not ameliorate core disease features. In contrast, in vitro GLUT inhibition robustly reduced cell viability in human SET-2 and HEL cell lines and impaired proliferation, viability, and colony formation in patient-derived PBMCs. Collectively, these findings establish HIF-1-driven glucose metabolism as a metabolic vulnerability in JAK2V617F-positive MPN. The selective exhaustion of patient-derived clones defines the HIF-1-GLUT1/3 axis as a central, targetable bottleneck. These data provide a mechanistic rationale for further investigation of HIF-1 or GLUT inhibitors, suggesting that targeting this fundamental requirement may help overcome clinical limitations to achieve disease modification and eradicate the malignant clone.

Open article ↗



2026-06-22 | Citrullinated Histone 3 as a Marker of NETosis at Opposite Ends of Hemostasis: Evidence From Thrombosis-Prone MPN and Bleeding-Prone Hemophilia.

BackgroundNeutrophil extracellular trap (NET) formation has emerged as a key driver of thrombosis in myeloproliferative neoplasms (MPNs). Its role in congenital bleeding disorders, however, remains unexplored.ObjectivesTo investigate circulating citrullinated histone H3 (cit-H3), a marker of NETosis, in thrombosis-prone MPNs and bleeding-prone severe hemophilia A.MethodsIn a cross-sectional study, plasma cit-H3 was quantified by ELISA in patients with JAK2-mutated polycythemia vera or essential thrombocythemia, patients with severe hemophilia A, and matched healthy controls. Clinical and laboratory data were analyzed for associations with cit-H3 levels.ResultsEighty-nine participants were included: 26 with myeloproliferative neoplasms (MPNs), 31 with severe hemophilia A, and 32 healthy controls. Demographic characteristics were comparable across groups, though comorbidities were more frequent in MPNs. Laboratory analyses confirmed expected disease-specific differences, including elevated leukocyte, neutrophil, and platelet counts in MPNs and prolonged activated partial thromboplastin time in hemophilia A. Circulating citrullinated histone H3 (cit-H3) levels differed significantly among groups (p < 0.001), being lowest in controls, intermediate in MPNs, and highest in hemophilia A. Within disease groups, cit-H3 levels were unaffected by clinical variables such as MPN subtype, aspirin use, phlebotomy history, or factor replacement regimen.ConclusionsElevated circulating cit-H3 levels, suggestive of increased NETosis activity, were observed in both thrombosis-prone MPNs and bleeding-prone hemophilia A. These exploratory findings suggest a possible association between NET formation and thromboinflammatory processes across distinct hemostatic disorders.

Open article ↗



2026-07-02 | Fibrocytes drive JAK2V617F-mutated myelofibrosis: pitavastatin reverses marrow fibrosis and anemia.

Bone marrow (BM) fibrosis in primary and post-polycythemia vera/essential thrombocythemia myelofibrosis (MF) has traditionally been considered a reactive process driven by cytokines, such as transforming growth factor (TGF)-β1, primarily produced by neoplastic megakaryocytes and platelets. These cytokines promote the differentiation of wild-type mesenchymal stromal cells into collagen- and fibronectin-producing myofibroblasts, thereby inducing BM fibrosis. However, hematopoietic-derived collagen-producing cells of monocyte lineage, termed fibrocytes, have also been implicated in this process. Here, we demonstrate that fibrocytes constitute a major collagen-producing cell population in the BM of patients with JAK2V617F-mutated MF, with additional contributions from myofibroblasts. Analysis of BM samples from patients with JAK2V617F-mutated myeloproliferative neoplasms (MPNs) revealed that fibrocytes accounted for nearly two-thirds of collagen-producing cells, whereas myofibroblasts represented a smaller subset. Using BM-derived fibrocytes from Jak2V617F transgenic mice (Jak2V617F mice), we performed a high-throughput drug screen and identified statins as inhibitors of fibrocyte proliferation in vitro. In vivo, pitavastatin treatment reduced fibrocyte numbers, ameliorated BM fibrosis, and improved anemia in Jak2V617F mice. Pitavastatin also decreased TGF-β1 production by neoplastic fibrocytes, resulting in reduced myofibroblast expansion. Peripheral blood-derived fibrocytes from patients with JAK2V617F-mutated MPNs were similarly sensitive to pitavastatin in vitro. Together, these findings suggest that fibrocytes substantially contribute to BM fibrosis in JAK2V617F-mutated MF and support further investigation of pitavastatin as a potential antifibrotic strategy in this molecular subset.

Open article ↗



2026-06-24 | Glucose transport dependency defines a therapeutic vulnerability in JAK2V617F-driven myeloproliferative neoplasms.

Myeloproliferative neoplasms (MPN) comprise a heterogenous group of hematological malignancies that include polycythemia vera (PV), essential thrombocythemia (ET), and primary myelofibrosis (PMF). Current therapeutic strategies rely on cytoreductive approaches that mitigate disease burden and thromboembolic risk but are not curative. Allogeneic stem cell transplantation remains the only curative option, underscoring the need for novel therapeutic strategies. We previously identified hypoxia-inducible factor 1 (HIF-‍‍1) as a selective vulnerability in JAK2V617F-positive cells, but the underlying metabolic mechanisms remain incompletely defined. In vitro studies utilized 32D cells transduced with an empty vector control, Jak2WT, or Jak2V617F. To evaluate metabolic dependencies, CRISPR-Cas9 was used to generate Slc2a1 (GLUT1) and Slc2a3 (GLUT3) knockout clones, which were subsequently characterized via RNA sequencing, extracellular flux analysis, and cellular fitness assays (proliferation, viability, and apoptosis). Pharmacological targeted inhibition of GLUT1/3 was evaluated in human JAK2V617F-mutated post-MPN AML cell lines (SET-2, HEL), primary patient-derived cells and a Jak2V617F knock-in mouse model. Combinatorial efficacy was assessed using the JAK1/2 inhibitor ruxolitinib. JAK2V617F induced HIF-1-dependent metabolic reprogramming, characterized by increased glycolytic flux and oxidative metabolism. Complete abrogation of glucose uptake occurred only upon combined loss of GLUT1 and GLUT3 in Jak2V617F cells, revealing functional redundancy between these transporters that sustains enhanced glycolysis. Disruption of glucose uptake selectively induced stress-associated transcriptional programs and replication stress, triggering an S-phase arrest that culminated in apoptosis and impaired viability, specifically in Jak2V617F cells. In vivo, pharmacological inhibition of HIF-1 or GLUT induced a reorganization of erythropoiesis to the spleen but did not ameliorate core disease features. In contrast, in vitro GLUT inhibition robustly reduced cell viability in human SET-2 and HEL cell lines and impaired proliferation, viability, and colony formation in patient-derived PBMCs. Collectively, these findings establish HIF-1-driven glucose metabolism as a metabolic vulnerability in JAK2V617F-positive MPN. The selective exhaustion of patient-derived clones defines the HIF-1-GLUT1/3 axis as a central, targetable bottleneck. These data provide a mechanistic rationale for further investigation of HIF-1 or GLUT inhibitors, suggesting that targeting this fundamental requirement may help overcome clinical limitations to achieve disease modification and eradicate the malignant clone.

Open article ↗



2026-06-22 | Citrullinated Histone 3 as a Marker of NETosis at Opposite Ends of Hemostasis: Evidence From Thrombosis-Prone MPN and Bleeding-Prone Hemophilia.

BackgroundNeutrophil extracellular trap (NET) formation has emerged as a key driver of thrombosis in myeloproliferative neoplasms (MPNs). Its role in congenital bleeding disorders, however, remains unexplored.ObjectivesTo investigate circulating citrullinated histone H3 (cit-H3), a marker of NETosis, in thrombosis-prone MPNs and bleeding-prone severe hemophilia A.MethodsIn a cross-sectional study, plasma cit-H3 was quantified by ELISA in patients with JAK2-mutated polycythemia vera or essential thrombocythemia, patients with severe hemophilia A, and matched healthy controls. Clinical and laboratory data were analyzed for associations with cit-H3 levels.ResultsEighty-nine participants were included: 26 with myeloproliferative neoplasms (MPNs), 31 with severe hemophilia A, and 32 healthy controls. Demographic characteristics were comparable across groups, though comorbidities were more frequent in MPNs. Laboratory analyses confirmed expected disease-specific differences, including elevated leukocyte, neutrophil, and platelet counts in MPNs and prolonged activated partial thromboplastin time in hemophilia A. Circulating citrullinated histone H3 (cit-H3) levels differed significantly among groups (p < 0.001), being lowest in controls, intermediate in MPNs, and highest in hemophilia A. Within disease groups, cit-H3 levels were unaffected by clinical variables such as MPN subtype, aspirin use, phlebotomy history, or factor replacement regimen.ConclusionsElevated circulating cit-H3 levels, suggestive of increased NETosis activity, were observed in both thrombosis-prone MPNs and bleeding-prone hemophilia A. These exploratory findings suggest a possible association between NET formation and thromboinflammatory processes across distinct hemostatic disorders.

Open article ↗



Access all drug discovery articles and probability of success in trials forecasts:

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Drug Discovery Landscape

11 orphan drug designations for Essential thrombocythemia, including 1 approved therapy.

11 orphan drug designations for Essential thrombocythemia, including 1 approved therapy.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

recombinant fully human IgG1 monoclonal antibody selectively targeting PD-L2

antibodies

FDA

2026-01-01

mAbTree Biologics AG

peginterferon alfa-2a

proteins

FDA

2024-06-27

Pharma& U.S. Inc.

Ropeginterferon alfa-2b

proteins

EMA

2022-10-11

Aop Orphan Pharmaceuticals GmbH

Hetrombopag olamine, Rafutrombopag

FDA

2022-06-13

Jiangsu Hengrui Pharmaceuticals Co., Ltd.

Bomedemstat ditosilate

small molecules

EMA

2021-06-21

Merck Sharp & Dohme B.V.

bomedemstat

small molecules

FDA

2018-11-07

Merck & Co., Inc.

pegylated proline interferon alpha-2b

proteins

FDA

2014-04-11

PharmaEssentia

Pomalidomide

EMA

2010-07-27

Celgene Europe Limited

ruxolitinib phosphate

small molecules

FDA

2010-03-22

Incyte Corporation

Anagrelide hydrochloride monohydrate [Xagrid]

small molecules

EMA

2000-12-29

[INACTIVE] Shire Pharmaceutical Development Limited

Anagrelide [Agrylin]

small molecules

FDA

1988-01-27

1997-03-14

Takeda Development Center Americas, 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.