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Li H, Liu Y, Zhang H, Shi X, Luo Y, Fu G, Zhao C, Guo L, Li X, Shan L. Identification of potential diagnostic biomarkers and therapeutic targets in patients with hypoxia pulmonary hypertension. Int Immunopharmacol 2024; 142:113028. [PMID: 39226824 DOI: 10.1016/j.intimp.2024.113028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 08/23/2024] [Accepted: 08/23/2024] [Indexed: 09/05/2024]
Abstract
BACKGROUND Pulmonary hypertension is a serious disease. Emerging studies have shown that M2 macrophages play an essential role in pulmonary hypertension; however, their mechanism of action is uncertain. METHODS Four GEO datasets were downloaded. The differentially expressed genes (DEGs) were obtained using the limma package. Simultaneously, the Cell-type Identification By Estimating Relative Subsets Of RNA Transcripts (CIBERSORT) algorithm and weighted gene co-expression network analysis (WGCNA) were used to get the information about M2 macrophage-related modules. Potential key genes were obtained by intersecting DEGs with M2 macrophage-related module genes (M2MRGs), and finally the area under the curve (AUC) was calculated. Rats were exposed to hypoxia condition (10 % O2) for 4 weeks to induce PH. Subsequently, potential key genes with AUC>0.7 were analyzed by quantitative real-time polymerase chain reaction and Western blot using normoxia and hypoxia rat lungs. We knocked down EPHA3 in Raw264.7 cells and detected the protein expression of M2 macrophage markers including arginase 1 (ARG1) and interleukin 10 (IL-10), phospho-protein kinase B (P-Akt), and protein kinase B (Akt) to explore the downstream pathways of EPHA3. RESULTS Seven potential hub genes were detected by intersecting M2MRGs and DEGs. Six genes with AUC values above 0.7 were used for further exploration. The expression of EPHA3 mRNA and protein was significantly more upregulated in rats with hypoxia than in rats with normoxia. The expression levels of IL10, ARG1, and P-Akt/Akt decreased after knocking down EPHA3. CONCLUSIONS This study suggested that the activation of the P-Akt/Akt signaling pathway promoted by EPHA3 played an essential role in the progression of pulmonary hypertension.
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Affiliation(s)
- Hongyan Li
- Department of Respiratory Disease, The First Affiliated Hospital, Jinzhou Medical University, Jinzhou 121000, China
| | - Yi Liu
- Department of Respiratory Disease, The First Affiliated Hospital, Jinzhou Medical University, Jinzhou 121000, China
| | - Hongli Zhang
- Department of Respiratory Disease, The First Affiliated Hospital, Jinzhou Medical University, Jinzhou 121000, China
| | - Xianbao Shi
- Department of Respiratory Disease, The First Affiliated Hospital, Jinzhou Medical University, Jinzhou 121000, China
| | - Yue Luo
- Department of Respiratory Disease, The First Affiliated Hospital, Jinzhou Medical University, Jinzhou 121000, China
| | - Gaoge Fu
- Department of Respiratory Disease, The First Affiliated Hospital, Jinzhou Medical University, Jinzhou 121000, China
| | - Churong Zhao
- Department of Respiratory Disease, The First Affiliated Hospital, Jinzhou Medical University, Jinzhou 121000, China
| | - Lixuan Guo
- Department of Respiratory Disease, The First Affiliated Hospital, Jinzhou Medical University, Jinzhou 121000, China
| | - Xin Li
- Department of Respiratory Disease, The First Affiliated Hospital, Jinzhou Medical University, Jinzhou 121000, China
| | - Lina Shan
- Department of Respiratory Disease, The First Affiliated Hospital, Jinzhou Medical University, Jinzhou 121000, China.
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2
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Weatherald J, Hemnes AR, Maron BA, Mielniczuk LM, Gerges C, Price LC, Hoeper MM, Humbert M. Phenotypes in pulmonary hypertension. Eur Respir J 2024; 64:2301633. [PMID: 38964779 DOI: 10.1183/13993003.01633-2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 05/29/2024] [Indexed: 07/06/2024]
Abstract
The clinical classification of pulmonary hypertension (PH) has guided diagnosis and treatment of patients with PH for several decades. Discoveries relating to underlying mechanisms, pathobiology and responses to treatments for PH have informed the evolution in this clinical classification to describe the heterogeneity in PH phenotypes. In more recent years, advances in imaging, computational science and multi-omic approaches have yielded new insights into potential phenotypes and sub-phenotypes within the existing clinical classification. Identification of novel phenotypes in pulmonary arterial hypertension (PAH) with unique molecular profiles, for example, could lead to new precision therapies. Recent phenotyping studies have also identified groups of patients with PAH that more closely resemble patients with left heart disease (group 2 PH) and lung disease (group 3 PH), which has important prognostic and therapeutic implications. Within group 2 and group 3 PH, novel phenotypes have emerged that reflect a persistent and severe pulmonary vasculopathy that is associated with worse prognosis but still distinct from PAH. In group 4 PH (chronic thromboembolic pulmonary disease) and sarcoidosis (group 5 PH), the current approach to patient phenotyping integrates clinical, haemodynamic and imaging characteristics to guide treatment but applications of multi-omic approaches to sub-phenotyping in these areas are sparse. The next iterations of the PH clinical classification are likely to reflect several emerging PH phenotypes and improve the next generation of prognostication tools and clinical trial design, and improve treatment selection in clinical practice.
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Affiliation(s)
- Jason Weatherald
- Department of Medicine, Division of Pulmonary Medicine, University of Alberta, Edmonton, AB, Canada
| | - Anna R Hemnes
- Division of Allergy, Pulmonary and Critical Care Medicine, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Bradley A Maron
- Department of Medicine, University of Maryland School of Medicine, Baltimore, MD, USA
- University of Maryland-Institute for Health Computing, Bethesda, MD, USA
| | - Lisa M Mielniczuk
- Division of Cardiology, Department of Medicine, University of Ottawa Heart Institute, Ottawa, ON, Canada
| | - Christian Gerges
- Department of Internal Medicine, Division of Cardiology, Medical University of Vienna, Vienna, Austria
| | - Laura C Price
- National Pulmonary Hypertension Service, Royal Brompton Hospital, London, UK
| | - Marius M Hoeper
- Department of Respiratory Medicine and Infectious Diseases, Hannover Medical School, Hannover, Germany
- German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Hannover, Germany
| | - Marc Humbert
- Université Paris-Saclay, Faculté de Médecine, Pulmonary Hypertension: Pathophysiology and Novel Therapies, Le Kremlin-Bicêtre, France
- INSERM UMR_S 999 "Pulmonary Hypertension: Pathophysiology and Novel Therapies", Hôpital Marie Lannelongue, Le Plessis-Robinson, France
- Department of Respiratory and Intensive Care Medicine, Publique Hôpitaux de Paris, Hôpital Bicêtre, ERN-LUNG, Le Kremlin-Bicêtre, France
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3
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Ejikeme C, Safdar Z. Exploring the pathogenesis of pulmonary vascular disease. Front Med (Lausanne) 2024; 11:1402639. [PMID: 39050536 PMCID: PMC11267418 DOI: 10.3389/fmed.2024.1402639] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2024] [Accepted: 06/26/2024] [Indexed: 07/27/2024] Open
Abstract
Pulmonary hypertension (PH) is a complex cardiopulmonary disorder impacting the lung vasculature, resulting in increased pulmonary vascular resistance that leads to right ventricular dysfunction. Pulmonary hypertension comprises of 5 groups (PH group 1 to 5) where group 1 pulmonary arterial hypertension (PAH), results from alterations that directly affect the pulmonary arteries. Although PAH has a complex pathophysiology that is not completely understood, it is known to be a multifactorial disease that results from a combination of genetic, epigenetic and environmental factors, leading to a varied range of symptoms in PAH patients. PAH does not have a cure, its incidence and prevalence continue to increase every year, resulting in higher morbidity and mortality rates. In this review, we discuss the different pathologic mechanisms with a focus on epigenetic modifications and their roles in the development and progression of PAH. These modifications include DNA methylation, histone modifications, and microRNA dysregulation. Understanding these epigenetic modifications will improve our understanding of PAH and unveil novel therapeutic targets, thus steering research toward innovative treatment strategies.
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Affiliation(s)
| | - Zeenat Safdar
- Department of Pulmonary-Critical Care Medicine, Houston Methodist Lung Center, Houston Methodist Hospital, Houston, TX, United States
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4
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Li W, Quigley K. Bone morphogenetic protein signalling in pulmonary arterial hypertension: revisiting the BMPRII connection. Biochem Soc Trans 2024; 52:1515-1528. [PMID: 38716930 PMCID: PMC11346422 DOI: 10.1042/bst20231547] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Revised: 04/25/2024] [Accepted: 04/26/2024] [Indexed: 06/27/2024]
Abstract
Pulmonary arterial hypertension (PAH) is a rare and life-threatening vascular disorder, characterised by abnormal remodelling of the pulmonary vessels and elevated pulmonary artery pressure, leading to right ventricular hypertrophy and right-sided heart failure. The importance of bone morphogenetic protein (BMP) signalling in the pathogenesis of PAH is demonstrated by human genetic studies. Many PAH risk genes are involved in the BMP signalling pathway and are highly expressed or preferentially act on vascular endothelial cells. Endothelial dysfunction is recognised as an initial trigger for PAH, and endothelial BMP signalling plays a crucial role in the maintenance of endothelial integrity. BMPR2 is the most prevalent PAH gene, found in over 80% of heritable cases. As BMPRII protein is the major type II receptor for a large family of BMP ligands and expressed ubiquitously in many tissues, dysregulated BMP signalling in other cells may also contribute to PAH pathobiology. Sotatercept, which contains the extracellular domain of another transforming growth factor-β family type II receptor ActRIIA fused to immunoglobin Fc domain, was recently approved by the FDA as a treatment for PAH. Neither its target cells nor its mechanism of action is fully understood. This review will revisit BMPRII function and its extracellular regulation, summarise how dysregulated BMP signalling in endothelial cells and smooth muscle cells may contribute to PAH pathogenesis, and discuss how novel therapeutics targeting the extracellular regulation of BMP signalling, such as BMP9 and Sotatercept, can be related to restoring BMPRII function.
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Affiliation(s)
- Wei Li
- VPD Heart and Lung Research Institute, Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge CB2 0BB, U.K
| | - Kate Quigley
- VPD Heart and Lung Research Institute, Department of Medicine, University of Cambridge School of Clinical Medicine, Cambridge CB2 0BB, U.K
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5
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Sanges S, Tian W, Dubucquoi S, Chang JL, Collet A, Launay D, Nicolls MR. B-cells in pulmonary arterial hypertension: friend, foe or bystander? Eur Respir J 2024; 63:2301949. [PMID: 38485150 PMCID: PMC11043614 DOI: 10.1183/13993003.01949-2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 03/01/2024] [Indexed: 04/22/2024]
Abstract
There is an unmet need for new therapeutic strategies that target alternative pathways to improve the prognosis of patients with pulmonary arterial hypertension (PAH). As immunity has been involved in the development and progression of vascular lesions in PAH, we review the potential contribution of B-cells in its pathogenesis and evaluate the relevance of B-cell-targeted therapies. Circulating B-cell homeostasis is altered in PAH patients, with total B-cell lymphopenia, abnormal subset distribution (expansion of naïve and antibody-secreting cells, reduction of memory B-cells) and chronic activation. B-cells are recruited to the lungs through local chemokine secretion, and activated by several mechanisms: 1) interaction with lung vascular autoantigens through cognate B-cell receptors; 2) costimulatory signals provided by T follicular helper cells (interleukin (IL)-21), type 2 T helper cells and mast cells (IL-4, IL-6 and IL-13); and 3) increased survival signals provided by B-cell activating factor pathways. This activity results in the formation of germinal centres within perivascular tertiary lymphoid organs and in the local production of pathogenic autoantibodies that target the pulmonary vasculature and vascular stabilisation factors (including angiotensin-II/endothelin-1 receptors and bone morphogenetic protein receptors). B-cells also mediate their effects through enhanced production of pro-inflammatory cytokines, reduced anti-inflammatory properties by regulatory B-cells, immunoglobulin (Ig)G-induced complement activation, and IgE-induced mast cell activation. Precision-medicine approaches targeting B-cell immunity are a promising direction for select PAH conditions, as suggested by the efficacy of anti-CD20 therapy in experimental models and a trial of rituximab in systemic sclerosis-associated PAH.
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Affiliation(s)
- Sébastien Sanges
- Univ. Lille, U1286 - INFINITE - Institute for Translational Research in Inflammation, F-59000 Lille, France
- INSERM, F-59000 Lille, France
- CHU Lille, Département de Médecine Interne et Immunologie Clinique, F-59000 Lille, France
- Centre National de Référence Maladies Auto-immunes Systémiques Rares du Nord, Nord-Ouest, Méditerranée et Guadeloupe (CeRAINOM), F-59000 Lille, France
- Health Care Provider of the European Reference Network on Rare Connective Tissue and Musculoskeletal Diseases Network (ReCONNET), F-59000 Lille, France
- Veteran Affairs Palo Alto Health Care System, Palo Alto, CA, USA
- Division of Pulmonary, Allergy, and Critical Care Medicine, Stanford University, School of Medicine, Stanford, CA, USA
- Both authors contributed equally and share co-first authorship
| | - Wen Tian
- Veteran Affairs Palo Alto Health Care System, Palo Alto, CA, USA
- Division of Pulmonary, Allergy, and Critical Care Medicine, Stanford University, School of Medicine, Stanford, CA, USA
- Both authors contributed equally and share co-first authorship
| | - Sylvain Dubucquoi
- Univ. Lille, U1286 - INFINITE - Institute for Translational Research in Inflammation, F-59000 Lille, France
- INSERM, F-59000 Lille, France
- CHU Lille, Institut d'Immunologie, Pôle de Biologie Pathologie Génétique, F-59000 Lille, France
| | - Jason L Chang
- Veteran Affairs Palo Alto Health Care System, Palo Alto, CA, USA
- Division of Pulmonary, Allergy, and Critical Care Medicine, Stanford University, School of Medicine, Stanford, CA, USA
| | - Aurore Collet
- Univ. Lille, U1286 - INFINITE - Institute for Translational Research in Inflammation, F-59000 Lille, France
- INSERM, F-59000 Lille, France
- CHU Lille, Institut d'Immunologie, Pôle de Biologie Pathologie Génétique, F-59000 Lille, France
| | - David Launay
- Univ. Lille, U1286 - INFINITE - Institute for Translational Research in Inflammation, F-59000 Lille, France
- INSERM, F-59000 Lille, France
- CHU Lille, Département de Médecine Interne et Immunologie Clinique, F-59000 Lille, France
- Centre National de Référence Maladies Auto-immunes Systémiques Rares du Nord, Nord-Ouest, Méditerranée et Guadeloupe (CeRAINOM), F-59000 Lille, France
- Health Care Provider of the European Reference Network on Rare Connective Tissue and Musculoskeletal Diseases Network (ReCONNET), F-59000 Lille, France
- Veteran Affairs Palo Alto Health Care System, Palo Alto, CA, USA
- Division of Pulmonary, Allergy, and Critical Care Medicine, Stanford University, School of Medicine, Stanford, CA, USA
- Both authors contributed equally and share co-last authorship
| | - Mark R Nicolls
- Veteran Affairs Palo Alto Health Care System, Palo Alto, CA, USA
- Division of Pulmonary, Allergy, and Critical Care Medicine, Stanford University, School of Medicine, Stanford, CA, USA
- Both authors contributed equally and share co-last authorship
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6
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Favoino E, Prete M, Liakouli V, Leone P, Sisto A, Navarini L, Vomero M, Ciccia F, Ruscitti P, Racanelli V, Giacomelli R, Perosa F. Idiopathic and connective tissue disease-associated pulmonary arterial hypertension (PAH): Similarities, differences and the role of autoimmunity. Autoimmun Rev 2024; 23:103514. [PMID: 38181859 DOI: 10.1016/j.autrev.2024.103514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Accepted: 01/02/2024] [Indexed: 01/07/2024]
Abstract
Pre-capillary pulmonary arterial hypertension (PAH) is hemodynamically characterized by a mean pulmonary arterial pressure (mPAP) ≥ 20 mmHg, pulmonary capillary wedge pressure (PAWP) ≤15 mmHg and pulmonary vascular resistance (PVR) > 2. PAH is classified in six clinical subgroups, including idiopathic PAH (IPAH) and PAH associated to connective tissue diseases (CTD-PAH), that will be the main object of this review. The aim is to compare these two PAH subgroups in terms of epidemiology, histological and pathogenic findings in an attempt to define disease-specific features, including autoimmunity, that may explain the heterogeneity of response to therapy between IPAH and CTD-PAH.
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Affiliation(s)
- Elvira Favoino
- Laboratory of Cellular and Molecular Immunology, Department of Interdisciplinary Medicine, University of Bari Medical School, Bari, Italy.
| | - Marcella Prete
- Internal Medicine Unit, Department of Interdisciplinary Medicine, University of Bari Medical School, Bari, Italy
| | - Vasiliki Liakouli
- Rheumatology Section, Department of Precision Medicine, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Patrizia Leone
- Internal Medicine Unit, Department of Interdisciplinary Medicine, University of Bari Medical School, Bari, Italy
| | - Adriana Sisto
- Rheumatic and Systemic Autoimmune Diseases Unit, Department of Interdisciplinary Medicine, University of Bari Medical School, Bari, Italy
| | - Luca Navarini
- Clinical and research section of Rheumatology and Clinical Immunology, Fondazione Policlinico Campus Bio-Medico, Via Álvaro del Portillo 200, 00128, Rome, Italy; Rheumatology and Clinical Immunology, Department of Medicine, University of Rome "Campus Biomedico", School of Medicine, Rome, Italy
| | - Marta Vomero
- Clinical and research section of Rheumatology and Clinical Immunology, Fondazione Policlinico Campus Bio-Medico, Via Álvaro del Portillo 200, 00128, Rome, Italy; Rheumatology and Clinical Immunology, Department of Medicine, University of Rome "Campus Biomedico", School of Medicine, Rome, Italy
| | - Francesco Ciccia
- Rheumatology Section, Department of Precision Medicine, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Piero Ruscitti
- Rheumatology Unit, Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
| | - Vito Racanelli
- Centre for Medical Sciences, University of Trento and Internal Medicine Division, Santa Chiara Hospital, Provincial Health Care Agency (APSS), Trento, Italy
| | - Roberto Giacomelli
- Clinical and research section of Rheumatology and Clinical Immunology, Fondazione Policlinico Campus Bio-Medico, Via Álvaro del Portillo 200, 00128, Rome, Italy; Rheumatology and Clinical Immunology, Department of Medicine, University of Rome "Campus Biomedico", School of Medicine, Rome, Italy
| | - Federico Perosa
- Rheumatic and Systemic Autoimmune Diseases Unit, Department of Interdisciplinary Medicine, University of Bari Medical School, Bari, Italy.
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7
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Alhathli E, Julian T, Girach ZUA, Thompson AAR, Rhodes C, Gräf S, Errington N, Wilkins MR, Lawrie A, Wang D, Cooper‐Knock J. Mendelian Randomization Study With Clinical Follow-Up Links Metabolites to Risk and Severity of Pulmonary Arterial Hypertension. J Am Heart Assoc 2024; 13:e032256. [PMID: 38456412 PMCID: PMC11010003 DOI: 10.1161/jaha.123.032256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 10/18/2023] [Indexed: 03/09/2024]
Abstract
BACKGROUND Pulmonary arterial hypertension (PAH) exhibits phenotypic heterogeneity and variable response to therapy. The metabolome has been implicated in the pathogenesis of PAH, but previous works have lacked power to implicate specific metabolites. Mendelian randomization (MR) is a method for causal inference between exposures and outcomes. METHODS AND RESULTS Using genome-wide association study summary statistics, we implemented MR analysis to test for potential causal relationships between serum concentration of 575 metabolites and PAH. Five metabolites were causally associated with the risk of PAH after multiple testing correction. Next, we measured serum concentration of candidate metabolites in an independent clinical cohort of 449 patients with PAH to check whether metabolite concentrations are correlated with markers of disease severity. Of the 5 candidates nominated by our MR work, serine was negatively associated and homostachydrine was positively associated with clinical severity of PAH via direct measurement in this independent clinical cohort. Finally we used conditional and orthogonal approaches to explore the biology underlying our lead metabolites. Rare variant burden testing was carried out using whole exome sequencing data from 578 PAH cases and 361 675 controls. Multivariable MR is an extension of MR that uses a single set of instrumental single-nucleotide polymorphisms to measure multiple exposures; multivariable MR is used to determine interdependence between the effects of different exposures on a single outcome. Rare variant analysis demonstrated that loss-of-function mutations within activating transcription factor 4, a transcription factor responsible for upregulation of serine synthesis under conditions of serine starvation, are associated with higher risk for PAH. Homostachydrine is a xenobiotic metabolite that is structurally related to l-proline betaine, which has previously been linked to modulation of inflammation and tissue remodeling in PAH. Our multivariable MR analysis suggests that the effect of l-proline betaine is actually mediated indirectly via homostachydrine. CONCLUSIONS Our data present a method for study of the metabolome in the context of PAH, and suggests several candidates for further evaluation and translational research.
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Affiliation(s)
- Elham Alhathli
- Sheffield Institute for Translational Neuroscience (SITraN), University of SheffieldSheffieldUK
- Department of Nursing, Faculty of Applied Medical SciencesTaif UniversityTaifSaudi Arabia
| | - Thomas Julian
- Division of Evolution, Infection and Genomics, School of Biological SciencesThe University of ManchesterManchesterUK
| | - Zain Ul Abideen Girach
- Sheffield Institute for Translational Neuroscience (SITraN), University of SheffieldSheffieldUK
| | - A. A. Roger Thompson
- Department of Infection, Immunity and Cardiovascular DiseaseUniversity of SheffieldSheffieldUK
| | | | - Stefan Gräf
- Department of Respiratory MedicineUniversity of CambridgeCambridgeUK
| | - Niamh Errington
- National Heart and Lung Institute, Imperial College LondonLondonUK
| | | | - Allan Lawrie
- National Heart and Lung Institute, Imperial College LondonLondonUK
| | - Dennis Wang
- Department of Computer ScienceUniversity of SheffieldSheffieldUK
- National Heart and Lung Institute, Imperial College LondonLondonUK
- Singapore Institute for Clinical Sciences, Agency for Science, Technology and Research (A*STAR)SingaporeRepublic of Singapore
| | - Johnathan Cooper‐Knock
- Sheffield Institute for Translational Neuroscience (SITraN), University of SheffieldSheffieldUK
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Chen CN, Hajji N, Yeh FC, Rahman S, Ali S, Wharton J, Baxan N, Zhao L, Xie CY, Chen YG, Frid MG, Chelladurai P, Pullamsetti SS, Stenmark KR, Wilkins MR, Zhao L. Restoration of Foxp3 + Regulatory T Cells by HDAC-Dependent Epigenetic Modulation Plays a Pivotal Role in Resolving Pulmonary Arterial Hypertension Pathology. Am J Respir Crit Care Med 2023; 208:879-895. [PMID: 37676930 DOI: 10.1164/rccm.202301-0181oc] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Accepted: 09/07/2023] [Indexed: 09/09/2023] Open
Abstract
Rationale: Immune dysregulation is a common feature of pulmonary arterial hypertension (PAH). Histone deacetylase (HDAC)-dependent transcriptional reprogramming epigenetically modulates immune homeostasis and is a novel disease-oriented approach in modern times. Objectives: To identify a novel functional link between HDAC and regulatory T cells (Tregs) in PAH, aiming to establish disease-modified biomarkers and therapeutic targets. Methods: Peripheral blood mononuclear cells were isolated from patients with idiopathic PAH (IPAH) and rodent models of pulmonary hypertension (PH): monocrotaline rats, Sugen5416-hypoxia rats, and Treg-depleted mice. HDAC inhibitor vorinostat (suberoylanilide hydroxamic acid, SAHA) was used to examine the immune modulatory effects in vivo, ex vivo, and in vitro. Measurements and Main Results: Increased HDAC expression was associated with reduced Foxp3+ Tregs and increased PD-1 (programmed cell death-1) signaling in peripheral blood mononuclear cells from patients with IPAH. SAHA differentially modified a cluster of epigenetic-sensitive genes and induced Foxp3+ Treg conversion in IPAH T cells. Rodent models recapitulated these epigenetic aberrations and T-cell dysfunction. SAHA attenuated PH phenotypes and restored FOXP3 transcription and Tregs in PH rats; interestingly, the effects were more profound in female rats. Selective depletion of CD25+ Tregs in Sugen5416-hypoxia mice neutralized the effects of SAHA. Furthermore, SAHA inhibited endothelial cytokine/chemokine release upon stimulation and subsequent immune chemotaxis. Conclusions: Our results indicated HDAC aberration was associated with Foxp3+ Treg deficiency and demonstrated an epigenetic-mediated mechanism underlying immune dysfunction in PAH. Restoration of Foxp3+ Tregs by HDAC inhibitors is a promising approach to resolve pulmonary vascular pathology, highlighting the potential benefit of developing epigenetic therapies for PAH.
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Affiliation(s)
- Chien-Nien Chen
- National Heart and Lung Institute, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Nabil Hajji
- National Heart and Lung Institute, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Fu-Chiang Yeh
- National Heart and Lung Institute, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
- Division of Rheumatology, Immunology and Allergy, Department of Internal Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei, Taiwan
| | - Sunniyat Rahman
- National Heart and Lung Institute, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
- Department of Haematology, University College London Cancer Institute, University College London, London, United Kingdom
| | - Souad Ali
- National Heart and Lung Institute, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - John Wharton
- National Heart and Lung Institute, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Nicoleta Baxan
- National Heart and Lung Institute, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Lin Zhao
- National Heart and Lung Institute, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Chong-Yang Xie
- National Heart and Lung Institute, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Yi-Guan Chen
- National Heart and Lung Institute, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Maria G Frid
- Division of Critical Care Medicine and Cardiovascular Pulmonary Research Laboratories, Department of Pediatrics and Medicine, University of Colorado, Denver, Colorado
| | - Prakash Chelladurai
- Max-Planck Institute for Heart and Lung Research, Member of German Center for Lung Research, Giessen, Germany; and
| | - Soni Savai Pullamsetti
- Max-Planck Institute for Heart and Lung Research, Member of German Center for Lung Research, Giessen, Germany; and
- Institute of Molecular Biology and Tumor Research, Marburg, Germany
| | - Kurt R Stenmark
- Division of Critical Care Medicine and Cardiovascular Pulmonary Research Laboratories, Department of Pediatrics and Medicine, University of Colorado, Denver, Colorado
| | - Martin R Wilkins
- National Heart and Lung Institute, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
| | - Lan Zhao
- National Heart and Lung Institute, Faculty of Medicine, Imperial College London, Hammersmith Hospital, London, United Kingdom
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9
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Lu W, Xu J, Chen Y, Huang J, Shen Q, Sun F, Zhang Y, Ji D, Xue B, Li J. Identication and validation of cell senescence biomarkers in idiopathic pulmonary hypertension via integrated transcriptome analyses and machine learning. Exp Gerontol 2023; 182:112303. [PMID: 37776984 DOI: 10.1016/j.exger.2023.112303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 09/26/2023] [Accepted: 09/27/2023] [Indexed: 10/02/2023]
Abstract
BACKGROUND Idiopathic pulmonary hypertension (IPAH) is a rare and severe disease that affects the pulmonary vasculature. As the diagnosis of IPAH requires invasive right heart catheterization surgery, early detection of this condition is notoriously challenging. Therefore, it is of utmost importance to investigate biomarkers present in peripheral blood that could aid physicians in the early identification and management of IPAH. METHOD We speculate that cellular senescence may be involved in the occurrence and development of IPAH through various pathways. In this study, we utilized integrated transcriptome analyses and machine learning-based approach to develop a diagnostic model for IPAH cell senescence. To select genetic features, we employed two machine learning algorithms: the Least Absolute Shrinkage and Selection Operator (LASSO) and Random Forest (RF). Additionally, we validated our findings through both external data sets and qRT-PCR experiments. RESULTS The resulting diagnostic nomogram was able to identify five important biomarkers that can aid in the diagnosis of IPAH, including TNFRSF1B, CCL16, GCLM, IL15, and SOD1. These genes are primarily associated with the immune system, as well as with cell senescence and apoptosis. CONCLUSION Our study demonstrates the utility of machine learning algorithms in making accurate diagnoses of IPAH, providing clinicians with a more directed approach to the diagnosis and treatment of this disease.
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Affiliation(s)
- Wenzhang Lu
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong 226001, China; Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Nantong 226001, China
| | - Jiayi Xu
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong 226001, China; Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Nantong 226001, China
| | - Yanrong Chen
- Department of Operating Room, Affiliated Hospital of Nantong University, Nantong 226001, China
| | - Jinbo Huang
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Nantong 226001, China
| | - Qin Shen
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Nantong 226001, China
| | - Fei Sun
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Nantong 226001, China
| | - Yan Zhang
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Nantong 226001, China
| | - Daojun Ji
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong 226001, China; Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Nantong 226001, China
| | - Bijuan Xue
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong 226001, China; Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Nantong 226001, China
| | - Jun Li
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Medical School of Nantong University, Nantong 226001, China; Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Nantong University, Nantong 226001, China.
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Humbert M, Sitbon O, Guignabert C, Savale L, Boucly A, Gallant-Dewavrin M, McLaughlin V, Hoeper MM, Weatherald J. Treatment of pulmonary arterial hypertension: recent progress and a look to the future. THE LANCET. RESPIRATORY MEDICINE 2023; 11:804-819. [PMID: 37591298 DOI: 10.1016/s2213-2600(23)00264-3] [Citation(s) in RCA: 27] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 07/03/2023] [Accepted: 07/06/2023] [Indexed: 08/19/2023]
Abstract
Pulmonary arterial hypertension (PAH) is a severe but treatable form of pre-capillary pulmonary hypertension caused by pulmonary vascular remodelling. As a result of basic science discoveries, randomised controlled trials, studies of real-world data, and the development of clinical practice guidelines, considerable progress has been made in the treatment options and outcomes for patients with PAH, underscoring the importance of seamless translation of information from bench to bedside and, ultimately, to patients. However, PAH still carries a high mortality rate, which emphasises the urgent need for transformative innovations in the field. In this Series paper, written by a group of clinicians, researchers, and a patient with PAH, we review therapeutic approaches and treatment options for PAH. We summarise current knowledge of the cellular and molecular mechanisms of PAH, with an emphasis on emerging treatable pathways and optimisation of current management strategies. In considering future directions for the field, our ambition is to identify therapies with the potential to stall or reverse pulmonary vascular remodelling. We highlight novel therapeutic approaches, the important role of patients as partners in research, and innovative approaches to PAH clinical trials.
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Affiliation(s)
- Marc Humbert
- INSERM UMR_S 999 "Pulmonary Hypertension: Pathophysiology and Novel Therapies", Faculté de Médecine, Université Paris-Saclay, Le Kremlin-Bicêtre, France; INSERM UMR_S 999 "Pulmonary Hypertension: Pathophysiology and Novel Therapies", Hôpital Marie Lannelongue, Le Plessis-Robinson, France; Department of Respiratory and Intensive Care Medicine, Assistance Publique Hôpitaux de Paris, Hôpital Bicêtre, ERN-LUNG, Le Kremlin-Bicêtre, France.
| | - Olivier Sitbon
- INSERM UMR_S 999 "Pulmonary Hypertension: Pathophysiology and Novel Therapies", Faculté de Médecine, Université Paris-Saclay, Le Kremlin-Bicêtre, France; INSERM UMR_S 999 "Pulmonary Hypertension: Pathophysiology and Novel Therapies", Hôpital Marie Lannelongue, Le Plessis-Robinson, France; Department of Respiratory and Intensive Care Medicine, Assistance Publique Hôpitaux de Paris, Hôpital Bicêtre, ERN-LUNG, Le Kremlin-Bicêtre, France
| | - Christophe Guignabert
- INSERM UMR_S 999 "Pulmonary Hypertension: Pathophysiology and Novel Therapies", Faculté de Médecine, Université Paris-Saclay, Le Kremlin-Bicêtre, France; INSERM UMR_S 999 "Pulmonary Hypertension: Pathophysiology and Novel Therapies", Hôpital Marie Lannelongue, Le Plessis-Robinson, France; Department of Respiratory and Intensive Care Medicine, Assistance Publique Hôpitaux de Paris, Hôpital Bicêtre, ERN-LUNG, Le Kremlin-Bicêtre, France
| | - Laurent Savale
- INSERM UMR_S 999 "Pulmonary Hypertension: Pathophysiology and Novel Therapies", Faculté de Médecine, Université Paris-Saclay, Le Kremlin-Bicêtre, France; INSERM UMR_S 999 "Pulmonary Hypertension: Pathophysiology and Novel Therapies", Hôpital Marie Lannelongue, Le Plessis-Robinson, France; Department of Respiratory and Intensive Care Medicine, Assistance Publique Hôpitaux de Paris, Hôpital Bicêtre, ERN-LUNG, Le Kremlin-Bicêtre, France
| | - Athénaïs Boucly
- INSERM UMR_S 999 "Pulmonary Hypertension: Pathophysiology and Novel Therapies", Faculté de Médecine, Université Paris-Saclay, Le Kremlin-Bicêtre, France; INSERM UMR_S 999 "Pulmonary Hypertension: Pathophysiology and Novel Therapies", Hôpital Marie Lannelongue, Le Plessis-Robinson, France; Department of Respiratory and Intensive Care Medicine, Assistance Publique Hôpitaux de Paris, Hôpital Bicêtre, ERN-LUNG, Le Kremlin-Bicêtre, France
| | | | - Vallerie McLaughlin
- Department of Internal Medicine, Division of Cardiology, Frankel Cardiovascular Center University of Michigan Medical School, Ann Arbor, MI, USA
| | - Marius M Hoeper
- Department of Respiratory Medicine and Infectious Diseases, Hannover Medical School, Hannover, Germany; Member of the German Center for Lung Research (DZL), Biomedical Research in Endstage and Obstructive Lung Disease Hanover (BREATH), Hannover, Germany
| | - Jason Weatherald
- Department of Medicine, Division of Pulmonary Medicine, University of Alberta, Edmonton, AB, Canada
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Bousseau S, Sobrano Fais R, Gu S, Frump A, Lahm T. Pathophysiology and new advances in pulmonary hypertension. BMJ MEDICINE 2023; 2:e000137. [PMID: 37051026 PMCID: PMC10083754 DOI: 10.1136/bmjmed-2022-000137] [Citation(s) in RCA: 18] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 02/02/2023] [Indexed: 04/14/2023]
Abstract
Pulmonary hypertension is a progressive and often fatal cardiopulmonary condition characterised by increased pulmonary arterial pressure, structural changes in the pulmonary circulation, and the formation of vaso-occlusive lesions. These changes lead to increased right ventricular afterload, which often progresses to maladaptive right ventricular remodelling and eventually death. Pulmonary arterial hypertension represents one of the most severe and best studied types of pulmonary hypertension and is consistently targeted by drug treatments. The underlying molecular pathogenesis of pulmonary hypertension is a complex and multifactorial process, but can be characterised by several hallmarks: inflammation, impaired angiogenesis, metabolic alterations, genetic or epigenetic abnormalities, influence of sex and sex hormones, and abnormalities in the right ventricle. Current treatments for pulmonary arterial hypertension and some other types of pulmonary hypertension target pathways involved in the control of pulmonary vascular tone and proliferation; however, these treatments have limited efficacy on patient outcomes. This review describes key features of pulmonary hypertension, discusses current and emerging therapeutic interventions, and points to future directions for research and patient care. Because most progress in the specialty has been made in pulmonary arterial hypertension, this review focuses on this type of pulmonary hypertension. The review highlights key pathophysiological concepts and emerging therapeutic directions, targeting inflammation, cellular metabolism, genetics and epigenetics, sex hormone signalling, bone morphogenetic protein signalling, and inhibition of tyrosine kinase receptors.
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Affiliation(s)
- Simon Bousseau
- Division of Pulmonary, Sleep, and Critical Care Medicine, National Jewish Health, Denver, CO, USA
| | - Rafael Sobrano Fais
- Division of Pulmonary, Sleep, and Critical Care Medicine, National Jewish Health, Denver, CO, USA
| | - Sue Gu
- Department of Medicine, Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Cardiovascular Pulmonary Research Lab, University of Colorado School of Medicine, Aurora, CO, USA
| | - Andrea Frump
- Division of Pulmonary, Critical Care, Sleep and Occupational Medicine, Indiana University School of Medicine, Indianapolis, IN, USA
| | - Tim Lahm
- Division of Pulmonary, Sleep, and Critical Care Medicine, National Jewish Health, Denver, CO, USA
- Department of Medicine, Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Rocky Mountain Regional Veteran Affairs Medical Center, Aurora, CO, USA
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12
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Frech TM, Austin ED. Is It Still "Idiopathic"? Features of Autoimmunity in Idiopathic Pulmonary Arterial Hypertension. Am J Respir Crit Care Med 2022; 206:8-10. [PMID: 35442875 PMCID: PMC9954332 DOI: 10.1164/rccm.202202-0413ed] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
- Tracy M. Frech
- Department of MedicineVanderbilt University Medical CenterNashville, Tennessee
| | - Eric D. Austin
- Department of PediatricsVanderbilt University Medical CenterNashville, Tennessee
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