AI Drug Discovery for Pharma and Biotech

Drug discovery

17

drugs

With orphan designations

Overview

Chronic thromboembolic pulmonary hypertension (CTEPH) is a rare, progressive form of pulmonary hypertension caused by unresolved thromboemboli and fibrotic vascular remodeling, leading to pulmonary artery obstruction and elevated pressures. Diagnosis requires right heart catheterization (mean PAP ≥25 mmHg) and imaging (V/Q scan, CT angiography). It arises in 0.4–4.8% of acute pulmonary embolism survivors, with risks including splenectomy, non-O blood type, and chronic inflammation. Treatment involves surgery, interventional procedures, or targeted therapy [1][2][4][7][12].

Population

  • Incidence: ~5 cases per million annually (up to 30 in some reports), with median age of 63 years [1][2][4][12].

  • Predisposing factors: History of pulmonary embolism, anti-phospholipid antibodies, chronic inflammatory conditions, and splenectomy [1][4][16].

  • No gender predominance; ~50–75% of patients lack prior symptomatic embolism history [7][17].

Burden

  • Untreated CTEPH has 3-year survival rates of 30–37% in severe cases [17][4].

  • Underdiagnosis delays treatment (median 14 months from symptom onset) [1][7].

  • High healthcare utilization due to complex diagnostics, specialized surgery, and long-term multidisciplinary care [4][8][17].

Therapies

  • Pulmonary endarterectomy (PEA): First-line curative surgery for operable proximal lesions, with <2% mortality in expert centers [3][13][18].

  • Balloon pulmonary angioplasty (BPA): Percutaneous intervention for distal disease or inoperable cases, improving hemodynamics and exercise tolerance [3][8][17].

  • Medical therapy: Riociguat (sGC stimulator) is approved for inoperable cases; anticoagulation is lifelong [8][12][13].

Categories: rare respiratory diseases

Research Papers

1,758 drug discovery papers related to Chronic thromboembolic pulmonary hypertension, with 3 first-in-class and 23 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

1,758 drug discovery papers related to Chronic thromboembolic pulmonary hypertension, with 3 first-in-class and 23 next-in-class early-stage therapies forecasted to outperform the average preclinical success rate. Recent publications:

2026-07-08 | Chronic Thromboembolic Pulmonary Hypertension as an Inflammation-Angiogenesis Disorder: From Thrombus Persistence to Dual Pulmonary Vasculopathy.

Chronic thromboembolic pulmonary hypertension (CTEPH) is a serious but potentially treatable complication of acute pulmonary embolism. CTEPH is characterized by persistent obstruction of the pulmonary arteries and elevated pulmonary pressure. Although organized blood clots have long been considered the primary cause, recent research indicates that CTEPH is more complex. Indeed, CTEPH encompasses ongoing endothelial dysfunction and dysregulated angiogenic recanalization within organized thrombi. Unlike previous reviews that address these pathways in isolation, this review integrates inflammation and angiogenesis into a unified mechanistic framework, incorporating recent single-cell transcriptomic data and epigenetic findings to outline the development and progression of CTEPH. The review also examines both established and emerging pathomechanisms of CTEPH, focusing on how local blood flow and endothelial activation shape the disease. Moreover, this review highlights the concept of dual vasculopathy, encompassing both significant vessel occlusions and small-vessel changes, similar to those observed in pulmonary arterial hypertension. Additionally, the review examines the role of inflammation in CTEPH, including the involvement of neutrophils, neutrophil extracellular traps, high-mobility group box 1 protein, monocytes, macrophages, and adaptive immune responses, as revealed by single-cell analyses. This review further discusses how endothelial dysfunction is linked to inflammation, thrombosis, and remodeling of the pulmonary vasculature. Particular attention is provided to abnormal von Willebrand factor levels, NF-κB signaling, and changes in gene regulation. Impaired angiogenesis appears to be a central mechanism underlying impaired thrombus resolution and the persistence of pulmonary hypertension, as shown in both human and animal studies. Collectively, these findings support the view that CTEPH is fundamentally an inflammatory and angiogenic disorder and suggest novel therapeutic targets that may complement surgery and other interventions.

Open article ↗



2026-07-03 | Targeting pathogenic VWF/ADAMTS13 dysregulation attenuates CTEPH progression.

Chronic thromboembolic pulmonary hypertension (CTEPH) is a life-threatening pulmonary vascular disease, characterized by persistent thrombotic obstruction and progressive pulmonary vascular remodeling, yet the molecular mechanisms linking persistent thrombosis to vascular remodeling remain incompletely understood. Clinical studies have reported elevated plasma von Willebrand factor (VWF) levels and reduced ADAMTS13 in patients with CTEPH, but whether VWF/ADAMTS13 dysregulation contributes directly to disease pathogenesis remains unclear. Here, using newly established rat models of CTEPH, we identify a causative role for dysregulation of the VWF-ADAMTS13 axis in chronic thromboembolic progression. CTEPH rats developed persistent, unresolved VWF- and fibrin-rich thrombi accompanied by markedly increased endothelial VWF deposition. In contrast, ADAMTS13 expression and activity were significantly reduced in CTEPH rats. Consistent with these findings, genetic Adamts13 deficiency further exacerbates pulmonary microvascular thrombosis and accelerated early mortality following disease induction. Mechanistically, ultra-large (UL)-VWF accumulated on the pulmonary endothelial surface, promoting robust platelet recruitment under shear. This platelet-VWF interaction stimulated the release of platelet-derived pro-remodeling mediators, including TGF-β1 and PDGF-BB. Genetic ablation of Vwf markedly reduced in situ microvascular thrombosis within pulmonary arterioles, attenuated pulmonary arterial remodeling, and improved pulmonary hemodynamics. Moreover, treatment with recombinant ADAMTS13 reduced endothelial UL-VWF accumulation, suppressed platelet activation, and effectively prevented thrombosis and platelet-driven pro-remodeling signaling in CTEPH rats. Collectively, these findings identify dysregulation of the VWF-ADAMTS13 axis as a key driver of pulmonary thrombosis and vascular remodeling in CTEPH and support therapeutic targeting of this pathway as a potential disease-modifying strategy. VWF-ADAMTS13 dysregulation promotes persistent pulmonary thrombosis and platelet-driven arterial remodeling within pulmonary arterioles.Recombinant ADAMTS13 treatment or VWF ablation abrogates pulmonary arterial thrombosis and halts vascular remodeling in CTEPH.

Open article ↗



2026-06-26 | Efficacy of short-term, low-dose pulmonary vasodilators for chronic thromboembolic pulmonary hypertension: a retrospective pilot study.

Chronic thromboembolic pulmonary hypertension (CTEPH) is treated with pulmonary endarterectomy, pulmonary vasodilators (PVs), and balloon pulmonary angioplasty (BPA). PV therapy may be initiated before BPA; however, dose adjustment can delay BPA. Therefore, short-term, low-dose administration is sometimes used to enable earlier BPA; however, its efficacy and safety remain unclear. Twenty patients with World Health Organization functional class III/IV CTEPH, who received low-dose PVs (riociguat or selexipag) and underwent right heart catheterization and first BPA within 60 days, were retrospectively analyzed. Hemodynamic parameters and brain natriuretic peptide (BNP) levels were compared before and after PV therapy. First-session BPA complications were evaluated. After a median of 18 days of therapy, mean pulmonary arterial pressure (mPAP) decreased from 42 to 40 mmHg (mean difference, -2.1 mmHg; 95% confidence limits [CL], -4.2 to -0.02; p = 0.0482), pulmonary vascular resistance (PVR) decreased from 829 to 632 dyne s·cm-5 (mean difference, -197 dyne s·cm-5; 95% CL, -227 to -117; p < 0.0001), and BNP decreased from 284 to 146 pg/mL (mean difference, -139 pg/ml; 95% CL, -203 to -75; p = 0.0002). Cardiac output and cardiac index increased significantly. Higher baseline mPAP and PVR values were associated with greater reductions in the corresponding parameters. BPA-related complications occurred in four patients (20%), all of which involved hemoptysis from peripheral lesions. Short-term, low-dose PV therapy before BPA was associated with improvements in hemodynamic parameters and BNP levels. Baseline mPAP, PVR, and cardiac index may predict treatment response. Prospective studies are needed to refine pre-BPA strategies.

Open article ↗



2026-07-08 | Chronic Thromboembolic Pulmonary Hypertension as an Inflammation-Angiogenesis Disorder: From Thrombus Persistence to Dual Pulmonary Vasculopathy.

Chronic thromboembolic pulmonary hypertension (CTEPH) is a serious but potentially treatable complication of acute pulmonary embolism. CTEPH is characterized by persistent obstruction of the pulmonary arteries and elevated pulmonary pressure. Although organized blood clots have long been considered the primary cause, recent research indicates that CTEPH is more complex. Indeed, CTEPH encompasses ongoing endothelial dysfunction and dysregulated angiogenic recanalization within organized thrombi. Unlike previous reviews that address these pathways in isolation, this review integrates inflammation and angiogenesis into a unified mechanistic framework, incorporating recent single-cell transcriptomic data and epigenetic findings to outline the development and progression of CTEPH. The review also examines both established and emerging pathomechanisms of CTEPH, focusing on how local blood flow and endothelial activation shape the disease. Moreover, this review highlights the concept of dual vasculopathy, encompassing both significant vessel occlusions and small-vessel changes, similar to those observed in pulmonary arterial hypertension. Additionally, the review examines the role of inflammation in CTEPH, including the involvement of neutrophils, neutrophil extracellular traps, high-mobility group box 1 protein, monocytes, macrophages, and adaptive immune responses, as revealed by single-cell analyses. This review further discusses how endothelial dysfunction is linked to inflammation, thrombosis, and remodeling of the pulmonary vasculature. Particular attention is provided to abnormal von Willebrand factor levels, NF-κB signaling, and changes in gene regulation. Impaired angiogenesis appears to be a central mechanism underlying impaired thrombus resolution and the persistence of pulmonary hypertension, as shown in both human and animal studies. Collectively, these findings support the view that CTEPH is fundamentally an inflammatory and angiogenic disorder and suggest novel therapeutic targets that may complement surgery and other interventions.

Open article ↗



2026-07-03 | Targeting pathogenic VWF/ADAMTS13 dysregulation attenuates CTEPH progression.

Chronic thromboembolic pulmonary hypertension (CTEPH) is a life-threatening pulmonary vascular disease, characterized by persistent thrombotic obstruction and progressive pulmonary vascular remodeling, yet the molecular mechanisms linking persistent thrombosis to vascular remodeling remain incompletely understood. Clinical studies have reported elevated plasma von Willebrand factor (VWF) levels and reduced ADAMTS13 in patients with CTEPH, but whether VWF/ADAMTS13 dysregulation contributes directly to disease pathogenesis remains unclear. Here, using newly established rat models of CTEPH, we identify a causative role for dysregulation of the VWF-ADAMTS13 axis in chronic thromboembolic progression. CTEPH rats developed persistent, unresolved VWF- and fibrin-rich thrombi accompanied by markedly increased endothelial VWF deposition. In contrast, ADAMTS13 expression and activity were significantly reduced in CTEPH rats. Consistent with these findings, genetic Adamts13 deficiency further exacerbates pulmonary microvascular thrombosis and accelerated early mortality following disease induction. Mechanistically, ultra-large (UL)-VWF accumulated on the pulmonary endothelial surface, promoting robust platelet recruitment under shear. This platelet-VWF interaction stimulated the release of platelet-derived pro-remodeling mediators, including TGF-β1 and PDGF-BB. Genetic ablation of Vwf markedly reduced in situ microvascular thrombosis within pulmonary arterioles, attenuated pulmonary arterial remodeling, and improved pulmonary hemodynamics. Moreover, treatment with recombinant ADAMTS13 reduced endothelial UL-VWF accumulation, suppressed platelet activation, and effectively prevented thrombosis and platelet-driven pro-remodeling signaling in CTEPH rats. Collectively, these findings identify dysregulation of the VWF-ADAMTS13 axis as a key driver of pulmonary thrombosis and vascular remodeling in CTEPH and support therapeutic targeting of this pathway as a potential disease-modifying strategy. VWF-ADAMTS13 dysregulation promotes persistent pulmonary thrombosis and platelet-driven arterial remodeling within pulmonary arterioles.Recombinant ADAMTS13 treatment or VWF ablation abrogates pulmonary arterial thrombosis and halts vascular remodeling in CTEPH.

Open article ↗



2026-06-26 | Efficacy of short-term, low-dose pulmonary vasodilators for chronic thromboembolic pulmonary hypertension: a retrospective pilot study.

Chronic thromboembolic pulmonary hypertension (CTEPH) is treated with pulmonary endarterectomy, pulmonary vasodilators (PVs), and balloon pulmonary angioplasty (BPA). PV therapy may be initiated before BPA; however, dose adjustment can delay BPA. Therefore, short-term, low-dose administration is sometimes used to enable earlier BPA; however, its efficacy and safety remain unclear. Twenty patients with World Health Organization functional class III/IV CTEPH, who received low-dose PVs (riociguat or selexipag) and underwent right heart catheterization and first BPA within 60 days, were retrospectively analyzed. Hemodynamic parameters and brain natriuretic peptide (BNP) levels were compared before and after PV therapy. First-session BPA complications were evaluated. After a median of 18 days of therapy, mean pulmonary arterial pressure (mPAP) decreased from 42 to 40 mmHg (mean difference, -2.1 mmHg; 95% confidence limits [CL], -4.2 to -0.02; p = 0.0482), pulmonary vascular resistance (PVR) decreased from 829 to 632 dyne s·cm-5 (mean difference, -197 dyne s·cm-5; 95% CL, -227 to -117; p < 0.0001), and BNP decreased from 284 to 146 pg/mL (mean difference, -139 pg/ml; 95% CL, -203 to -75; p = 0.0002). Cardiac output and cardiac index increased significantly. Higher baseline mPAP and PVR values were associated with greater reductions in the corresponding parameters. BPA-related complications occurred in four patients (20%), all of which involved hemoptysis from peripheral lesions. Short-term, low-dose PV therapy before BPA was associated with improvements in hemodynamic parameters and BNP levels. Baseline mPAP, PVR, and cardiac index may predict treatment response. Prospective studies are needed to refine pre-BPA strategies.

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

17 orphan drug designations for Chronic thromboembolic pulmonary hypertension, including 2 approved therapies.

17 orphan drug designations for Chronic thromboembolic pulmonary hypertension, including 2 approved therapies.

Drug

Therapy type

Regulator

Orphan designation

Approval

Sponsor

Macitentan [Opsumit]

small molecules

EMA

2021-12-10

Janssen Cilag International

selexipag

small molecules

FDA

2018-10-02

Janssen Research & Development LLC

macitentan

small molecules

FDA

2017-06-15

Actelion Pharmaceuticals Ltd. (a Janssen Pharmaceutical Company of Johnson and Johnson)

riociguat [Adempas]

small molecules

FDA

2013-09-19

2013-10-08

Bayer HealthCare Pharmaceuticals, Inc.

Treprostinil sodium [Trepulmix]

small molecules

EMA

2013-02-08

2020-04-07

SciPharm Sàrl

Lisuride hydrogen maleate

small molecules

EMA

2011-05-13

Sinoxa Pharma GmbH

Riociguat [Adempas]

small molecules

EMA

2007-12-20

Bayer AG

Selexipag [Uptravi]

small molecules

EMA

2005-08-26

[INACTIVE] Actelion Registration Limited

Treprostinil diethanolamine (oral use)

small molecules

EMA

2005-08-26

Ferrer Internacional S.A.

Ambrisentan [Volibris]

small molecules

EMA

2005-04-11

[INACTIVE] Glaxo Group Limited

Sitaxentan sodium [Thelin]

small molecules

EMA

2004-10-21

Pfizer Limited

Treprostinil sodium (inhalation use)

small molecules

EMA

2004-04-14

United Therapeutics Ireland Limited

Sildenafil citrate [Revatio]

small molecules

EMA

2003-12-12

Pfizer Limited

Beraprost sodium [Beradrak]

small molecules

EMA

2001-09-18

Laboratoire Aventis

Bosentan monohydrate [Tracleer]

small molecules

EMA

2001-02-14

[INACTIVE] Actelion Registration Limited

Iloprost [Ventavis]

small molecules

EMA

2000-12-29

[INACTIVE] Bayer Pharma AG

Neutrophil-endothelial interaction inhibitor

small molecules

FDA

1993-12-22

Cytel Corporation

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.