AI Drug Discovery for Pharma and Biotech

Drug discovery

23

drugs

With orphan designations

Overview

Polycythemia vera (PV) is a chronic myeloproliferative neoplasm characterized by somatic JAK2 mutations (>95% of cases), erythrocytosis, and thrombotic risk due to blood hyperviscosity [1][2][6]. Diagnosis requires elevated hemoglobin/hematocrit, JAK2 mutation, and bone marrow panmyelosis per WHO criteria [2][5]. Management focuses on thrombosis prevention through hematocrit control (<45% via phlebotomy), low-dose aspirin, and cytoreductive therapy for high-risk patients [8][13][18].

Population

  • Prevalence: 44–57 per 100,000, with median diagnosis age >60 years; slight male predominance [1][12][15].

  • ~95% have JAK2 V617F or exon 12 mutations driving uncontrolled erythropoiesis [2][6][12].

Burden

  • Thrombosis: 26% 20-year risk of arterial/venous events (e.g., stroke, pulmonary embolism) [5][12].

  • Symptoms: Fatigue (50–80%), pruritus (40–60%), splenomegaly (35–50%), and erythromelalgia impair quality of life [4][9][16].

  • Progression: 10–15% develop post-PV myelofibrosis; 3–5% transform to acute leukemia [2][5][12].

Therapies

  • First-line: Phlebotomy + aspirin; hydroxyurea or peginterferon for high-risk patients (age >60 or thrombosis history) [5][8][13].

  • Second-line: Ruxolitinib (JAK inhibitor) for hydroxyurea-resistant/intolerant cases; ropeginterferon alfa-2b for durable responses [3][18][19].

  • Emerging therapies: Rusfertide (hepcidin mimetic) reduces phlebotomy dependence in clinical trials [3][14].

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

Research Papers

1,824 drug discovery papers about Polycythemia vera, with 2 first-in-class and 29 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

1,824 drug discovery papers about Polycythemia vera, with 2 first-in-class and 29 next-in-class emerging drug candidates forecasted to outperform the average preclinical success rate. Recent publications:

2026-08-11 | First Philippine report of myeloproliferative neoplasms with concurrent JAK2 and BCR::ABL1 mutations.

Myeloproliferative neoplasms (MPNs) are broadly classified into BCR::ABL1-positive chronic myeloid leukaemia (CML) and BCR::ABL1-negative subtypes such as polycythaemia vera (PV), essential thrombocythaemia and primary myelofibrosis. Although traditionally considered mutually exclusive, rare cases of coexisting BCR::ABL1 rearrangement and Janus kinase 2 (JAK2) mutation have increasingly been recognised.We report the first Philippine case series of three patients with concurrent CML and JAK2-positive MPNs. Two patients developed PV 6-9 years after the initial diagnosis of CML despite ongoing tyrosine kinase inhibitor (TKI) therapy and molecular response, while a third patient had persistent thrombocytosis and was later found to have a concomitant JAK2-mutated MPN with fibrotic marrow features after 4 years.Compared with previously reported cases, our series demonstrates similarly delayed emergence of JAK2-mutated clones while highlighting real-world challenges in TKI intolerance, sequential TKI use and the need for combined cytoreductive strategies in a resource-limited setting.

Open article ↗



2026-08-09 | The thrombopoietin receptor in myeloproliferative neoplasms: A unifying mechanism of disease pathogenesis and therapeutic targeting.

The Philadelphia chromosome negative myeloproliferative neoplasms (MPNs), essential thrombocythemia, polycythemia vera, and primary myelofibrosis, are clonal hematopoietic stem cell disorders unified by constitutive thrombopoietin receptor (MPL) signaling. All 3 MPN driver mutations, JAK2, CALR, and MPL, converge on enhanced MPL signaling, establishing the thrombopoietin (TPO)/MPL axis as the central molecular hub linking clonal hematopoiesis to the cardinal manifestations of MPN, including thrombosis, hemorrhage, and fibrotic progression. As the principal regulator of hematopoietic stem cell maintenance and megakaryopoiesis and a key mediator of platelet priming, the TPO/MPL axis links stem cell biology to thromboinflammation and disease progression. This review summarizes the physiologic functions of the TPO/MPL axis, its dysregulation in MPN, and the downstream mechanisms linking aberrant MPL signaling to thrombosis, hemorrhage, and fibrotic progression. We further highlight recent advances in our understanding of TPO/MPL signaling in platelet biology, including its roles in platelet activation, metabolism, and thromboinflammation, and discuss emerging therapeutic strategies targeting the TPO/MPL pathway with the goal of simultaneously reducing thrombohemorrhagic complications, limiting fibrotic progression, and diminishing the malignant stem cell clone.

Open article ↗



2026-08-08 | Case Report: Polycythemia vera presenting as persistent unexplained low-grade fever.

Persistent fever as an initial manifestation of polycythemia vera (PV) is uncommon and may lead to diagnostic delay. We report a 72-year-old woman with recurrent low-grade fever for 1 month, with a maximum temperature not exceeding 38.0 °C. Although this presentation did not meet the classic fever-of-unknown-origin temperature threshold, it prompted an FUO-like diagnostic evaluation because routine infectious and autoimmune investigations were unrevealing and empirical antimicrobial therapy was ineffective. Laboratory evaluation revealed elevated hemoglobin and hematocrit levels, accompanied by leukocytosis and initially high-normal platelet counts that later progressed to thrombocytosis. Chest CT/PET-CT showed diffuse ground-glass/interstitial pulmonary changes; active bacterial pneumonia was considered unlikely based on the absence of respiratory symptoms, procalcitonin at the upper limit of the normal range, negative cultures and sputum smears, and absence of FDG-avid pulmonary consolidation, although a concomitant viral or noninfectious inflammatory pulmonary process could not be completely excluded. Bone marrow biopsy showed hypercellular marrow with panmyelosis and megakaryocytic proliferation, and molecular testing identified a JAK2 V617F mutation with a high allele burden. The diagnosis of PV was established based on the 5th edition of the World Health Organization (WHO) diagnostic criteria. The patient was treated with hydroxyurea and aspirin, resulting in gradual resolution of fever and improvement in hematological parameters. This case highlights that PV should be considered in the differential diagnosis of persistent unexplained low-grade fever when erythrocytosis and other myeloproliferative features are present, while alternative pulmonary causes should be assessed carefully.

Open article ↗



2026-08-07 | Ropeginterferon alfa-2b in Polycythemia Vera: A systematic review and meta-analysis.

Ropeginterferon alfa-2b, a novel monopegylated interferon with improved pharmacokinetics, has emerged as a promising cytoreductive agent for managing polycythemia vera (PV). Despite increasing adoption, evidence synthesis of its efficacy and safety compared to standard care remains limited. The manuscript aimed to evaluate the efficacy of ropeginterferon alfa-2b in comparison to standard treatment options, including hydroxyurea and phlebotomy, in achieving complete hematologic response, partial molecular response (PMR), and reducing JAK2V617F allele burden in patients with PV. A systematic search of 4 databases was conducted up to April 2025, following PRISMA 2020 guidelines. Randomized controlled trials (RCTs) comparing ropeginterferon alfa-2b with standard therapies in PV patients were included. Meta-analyses were performed using random-effects models to derive odds ratios for dichotomous outcomes and mean differences (MDs) for continuous outcomes. Sensitivity and subgroup analyses were conducted, and risk of bias was assessed using RoB 2.0. Three RCTs comprising 522 patients were analyzed. Ropeginterferon alfa-2b showed no statistically significant advantage overall or over hydroxyurea for complete hematological response (CHR), PMR, or JAK2 allele burden reduction. However, subgroup analyses revealed significant benefits over phlebotomy alone in all 3 outcomes: CHR (odds ratio [OR] 3.05; 95% confidence interval [CI]: 1.36-6.80; P = .007), PMR (OR 36.34; 95% CI: 2.11-625.93; P = .01), and allele burden reduction (MD -13.70; 95% CI: -19.24 to -8.16; P < .00001). Ropeginterferon alfa-2b demonstrates no statistically significant difference compared to hydroxyurea, but gives better outcomes over phlebotomy in short-term efficacy for PV management. Its favorable molecular and hematologic outcomes support its role as a disease-modifying therapy, particularly in low-risk patients. However, larger and longer-term trials are needed to confirm these benefits across broader populations.

Open article ↗



2026-08-04 | Acute erythroid leukaemia transformation in polycythaemia vera with leukemic involvement in liver and ascites.

Polycythaemia vera (PV) may rarely evolve into acute erythroid leukaemia (AEL). We herein report a known case of JAK2 p. V617F mutated PV presenting with progressive hepatosplenomegaly, abdominothoracic lymphadenopathy, ascites and various haematological derangements. Rapid diagnostic work-up revealed extensive marrow, hepatic and ascitic fluid infiltration by many CD71+, LMO2+ and p53+ proerythroblasts. Next generation sequencing showed TP53, ASXL1 and TET2 gene mutations. A chemotherapeutic regimen of ruxolitinib, azacitidine and venetoclax was initiated. A comprehensive review of the English literature emphasises clinical, morphologic, immunophenotypic and genetic characteristics of AEL transformation in PV.

Open article ↗



2026-08-11 | First Philippine report of myeloproliferative neoplasms with concurrent JAK2 and BCR::ABL1 mutations.

Myeloproliferative neoplasms (MPNs) are broadly classified into BCR::ABL1-positive chronic myeloid leukaemia (CML) and BCR::ABL1-negative subtypes such as polycythaemia vera (PV), essential thrombocythaemia and primary myelofibrosis. Although traditionally considered mutually exclusive, rare cases of coexisting BCR::ABL1 rearrangement and Janus kinase 2 (JAK2) mutation have increasingly been recognised.We report the first Philippine case series of three patients with concurrent CML and JAK2-positive MPNs. Two patients developed PV 6-9 years after the initial diagnosis of CML despite ongoing tyrosine kinase inhibitor (TKI) therapy and molecular response, while a third patient had persistent thrombocytosis and was later found to have a concomitant JAK2-mutated MPN with fibrotic marrow features after 4 years.Compared with previously reported cases, our series demonstrates similarly delayed emergence of JAK2-mutated clones while highlighting real-world challenges in TKI intolerance, sequential TKI use and the need for combined cytoreductive strategies in a resource-limited setting.

Open article ↗



2026-08-09 | The thrombopoietin receptor in myeloproliferative neoplasms: A unifying mechanism of disease pathogenesis and therapeutic targeting.

The Philadelphia chromosome negative myeloproliferative neoplasms (MPNs), essential thrombocythemia, polycythemia vera, and primary myelofibrosis, are clonal hematopoietic stem cell disorders unified by constitutive thrombopoietin receptor (MPL) signaling. All 3 MPN driver mutations, JAK2, CALR, and MPL, converge on enhanced MPL signaling, establishing the thrombopoietin (TPO)/MPL axis as the central molecular hub linking clonal hematopoiesis to the cardinal manifestations of MPN, including thrombosis, hemorrhage, and fibrotic progression. As the principal regulator of hematopoietic stem cell maintenance and megakaryopoiesis and a key mediator of platelet priming, the TPO/MPL axis links stem cell biology to thromboinflammation and disease progression. This review summarizes the physiologic functions of the TPO/MPL axis, its dysregulation in MPN, and the downstream mechanisms linking aberrant MPL signaling to thrombosis, hemorrhage, and fibrotic progression. We further highlight recent advances in our understanding of TPO/MPL signaling in platelet biology, including its roles in platelet activation, metabolism, and thromboinflammation, and discuss emerging therapeutic strategies targeting the TPO/MPL pathway with the goal of simultaneously reducing thrombohemorrhagic complications, limiting fibrotic progression, and diminishing the malignant stem cell clone.

Open article ↗



2026-08-08 | Case Report: Polycythemia vera presenting as persistent unexplained low-grade fever.

Persistent fever as an initial manifestation of polycythemia vera (PV) is uncommon and may lead to diagnostic delay. We report a 72-year-old woman with recurrent low-grade fever for 1 month, with a maximum temperature not exceeding 38.0 °C. Although this presentation did not meet the classic fever-of-unknown-origin temperature threshold, it prompted an FUO-like diagnostic evaluation because routine infectious and autoimmune investigations were unrevealing and empirical antimicrobial therapy was ineffective. Laboratory evaluation revealed elevated hemoglobin and hematocrit levels, accompanied by leukocytosis and initially high-normal platelet counts that later progressed to thrombocytosis. Chest CT/PET-CT showed diffuse ground-glass/interstitial pulmonary changes; active bacterial pneumonia was considered unlikely based on the absence of respiratory symptoms, procalcitonin at the upper limit of the normal range, negative cultures and sputum smears, and absence of FDG-avid pulmonary consolidation, although a concomitant viral or noninfectious inflammatory pulmonary process could not be completely excluded. Bone marrow biopsy showed hypercellular marrow with panmyelosis and megakaryocytic proliferation, and molecular testing identified a JAK2 V617F mutation with a high allele burden. The diagnosis of PV was established based on the 5th edition of the World Health Organization (WHO) diagnostic criteria. The patient was treated with hydroxyurea and aspirin, resulting in gradual resolution of fever and improvement in hematological parameters. This case highlights that PV should be considered in the differential diagnosis of persistent unexplained low-grade fever when erythrocytosis and other myeloproliferative features are present, while alternative pulmonary causes should be assessed carefully.

Open article ↗



2026-08-07 | Ropeginterferon alfa-2b in Polycythemia Vera: A systematic review and meta-analysis.

Ropeginterferon alfa-2b, a novel monopegylated interferon with improved pharmacokinetics, has emerged as a promising cytoreductive agent for managing polycythemia vera (PV). Despite increasing adoption, evidence synthesis of its efficacy and safety compared to standard care remains limited. The manuscript aimed to evaluate the efficacy of ropeginterferon alfa-2b in comparison to standard treatment options, including hydroxyurea and phlebotomy, in achieving complete hematologic response, partial molecular response (PMR), and reducing JAK2V617F allele burden in patients with PV. A systematic search of 4 databases was conducted up to April 2025, following PRISMA 2020 guidelines. Randomized controlled trials (RCTs) comparing ropeginterferon alfa-2b with standard therapies in PV patients were included. Meta-analyses were performed using random-effects models to derive odds ratios for dichotomous outcomes and mean differences (MDs) for continuous outcomes. Sensitivity and subgroup analyses were conducted, and risk of bias was assessed using RoB 2.0. Three RCTs comprising 522 patients were analyzed. Ropeginterferon alfa-2b showed no statistically significant advantage overall or over hydroxyurea for complete hematological response (CHR), PMR, or JAK2 allele burden reduction. However, subgroup analyses revealed significant benefits over phlebotomy alone in all 3 outcomes: CHR (odds ratio [OR] 3.05; 95% confidence interval [CI]: 1.36-6.80; P = .007), PMR (OR 36.34; 95% CI: 2.11-625.93; P = .01), and allele burden reduction (MD -13.70; 95% CI: -19.24 to -8.16; P < .00001). Ropeginterferon alfa-2b demonstrates no statistically significant difference compared to hydroxyurea, but gives better outcomes over phlebotomy in short-term efficacy for PV management. Its favorable molecular and hematologic outcomes support its role as a disease-modifying therapy, particularly in low-risk patients. However, larger and longer-term trials are needed to confirm these benefits across broader populations.

Open article ↗



2026-08-04 | Acute erythroid leukaemia transformation in polycythaemia vera with leukemic involvement in liver and ascites.

Polycythaemia vera (PV) may rarely evolve into acute erythroid leukaemia (AEL). We herein report a known case of JAK2 p. V617F mutated PV presenting with progressive hepatosplenomegaly, abdominothoracic lymphadenopathy, ascites and various haematological derangements. Rapid diagnostic work-up revealed extensive marrow, hepatic and ascitic fluid infiltration by many CD71+, LMO2+ and p53+ proerythroblasts. Next generation sequencing showed TP53, ASXL1 and TET2 gene mutations. A chemotherapeutic regimen of ruxolitinib, azacitidine and venetoclax was initiated. A comprehensive review of the English literature emphasises clinical, morphologic, immunophenotypic and genetic characteristics of AEL transformation in PV.

Open article ↗



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

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

Drug Discovery Landscape

23 orphan drug designations for Polycythemia vera, including 3 approved therapies.

23 orphan drug designations for Polycythemia vera, including 3 approved therapies.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

recombinant fully human IgG1 monoclonal antibody

antibodies

FDA

2026-01-22

mAbTree Biologics AG

synthetic 19-mer peptide nucleic acid oligomer consisting of two guanine bases possessing a 5-aminopentyl modification, four adenine bases with a 6-aminohexyl moiety, and a fluorenylethoxycarbonyl (Fethoc) group at the 5' terminal end of the sequence

oligonucleotides

FDA

2025-08-26

Vanda Pharmaceuticals Inc.

synthetic 2-O-methoxyethyl phosphorothioate oligoribonucleotide sodium salt consisting of 19 nucleotide residues with the sequence 5'-AMeUAGMeUMeUMeCAMeUAAMeUMeCMeUGGAGA-3'

oligonucleotides

FDA

2024-12-19

Vanda Pharmaceuticals Inc

Divesiran

RNAs

EMA

2024-12-13

Silence Therapeutics GmbH

Sapablursen

oligonucleotides

FDA

2024-08-05

Deciphera Pharmaceuticals, LLC

recombinant humanized monoclonal antibody targeting transmembrane serine protease matripase-6

antibodies

FDA

2024-02-08

Disc Medicine, Inc.

Synthetic double-stranded siRNA oligonucleotide directed against TMPRSS6 mRNA and covalently linked to a ligand containing 3 N-acetylgalactosamine residues

RNAs

FDA

2022-02-24

Silence Therapeutics plc

1-(3-methylbutanoyl)-l-aspartyl-l-threonyl-l-histidyl-l-phenylalanyl-l-prolyl-(l-cystinyl-l-isoleucyl-[(n6-(s)-4-carboxy-4-palmitamidobutanoyl)-l-lysinyl]-l-phenylalanyl-l-glutamyl-l-prolyl-l-arginyl-l-serinyl-l-lysinyl-l-glycinyl-l-cystinyl)-l-lysinamide, disulfide, acetate

small molecules

EMA

2020-10-19

Takeda Pharmaceuticals International AG Ireland Branch

rusfertide

peptides

FDA

2020-06-12

Takeda Development Center Americas, Inc.

idasanutlin

small molecules

FDA

2017-11-29

Hoffmann-La Roche Inc.

Givinostat

small molecules

FDA

2017-09-28

Italfarmaco SpA

Ruxolitinib phosphate [Jakavi]

small molecules

EMA

2014-02-19

Novartis Europharm Limited

Fedratinib

small molecules

FDA

2013-03-21

Impact Biomedicines

ropeginterferon alfa-2b-njft [Besremi]

proteins

FDA

2012-04-02

2021-11-12

PharmaEssentia

Chimeric locked nucleic acid-deoxynucleoside phosphorothioate-linked oligonucleotide directed against microRNA-451

oligonucleotides

EMA

2012-01-11

[INACTIVE] Viridian Therapeutics Europe Limited

Ropeginterferon alfa-2b [Besremi]

proteins

EMA

2011-12-09

[INACTIVE] Aop Orphan Pharmaceuticals GmbH

inhibitor of microRNA-451

RNAs

FDA

2011-02-04

miRagen Therapeutics, Inc.

ruxolitinib [Jakafi XR]

small molecules

FDA

2010-03-26

2026-05-01

Incyte Corporation

ruxolitinib [Jakafi]

small molecules

FDA

2010-03-26

2014-12-04

Incyte Corporation

Givinostat

small molecules

EMA

2010-02-03

Italfarmaco S.p.A.

Acetylsalicylic acid

small molecules

EMA

2004-07-29

Bayer AG

natural human lymphoblastoid interferon-alpha

proteins

FDA

2002-11-18

Amarillo Biosciences, Inc.

Anagrelide

small molecules

FDA

1985-06-11

Roberts Pharmaceutical Corp.

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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.