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Yang Y, Zeng Z, Yang Q, Wang H, Zhang H, Yan W, Wang P, Wang C, Su Z, Thangaraju P, Safi SZ, Yang B, Wang Y, Zhou J, Zou Z, Huang Y, Shu S, Xiong C. The Challenge in Burden of Pulmonary Arterial Hypertension: A Perspective From the Global Burden of Disease Study. MedComm (Beijing) 2025; 6:e70175. [PMID: 40276646 PMCID: PMC12019876 DOI: 10.1002/mco2.70175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Revised: 02/28/2025] [Accepted: 03/01/2025] [Indexed: 04/26/2025] Open
Abstract
Pulmonary arterial hypertension (PAH) poses significant clinical management challenges due to gaps in understanding its global epidemiology. We analyzed PAH-related disability-adjusted life years (DALYs), deaths, and prevalence from 1990 to 2021. Age-period-cohort models and regression analyses assessed temporal trends and projected burdens to 2050. Globally, PAH-related DALYs declined by 6.6%, but increased by 13.9% in high socio-demographic index (SDI) countries. Middle SDI regions reported the highest DALYs in 1990 and 2021. Deaths rose by 48.5% worldwide, with high SDI nations experiencing a 76.6% surge. Age-standardized rates (ASRs) of DALYs and deaths decreased across SDI countries, with high-middle SDI regions showing the steepest declines. Younger age groups, especially males, had a higher proportion of global DALYs in earlier years, but the burden shifted toward older populations over time, with this trend more pronounced in high-SDI countries. Age-period-cohort analysis revealed declining DALYs in younger ages but rising rates in older cohorts. By 2050, deaths and prevalence are projected to rise, disproportionately affecting females. Significant regional disparities in PAH burden persist, necessitating targeted policies, improved healthcare access, and early detection strategies, especially in underserved areas. Addressing these disparities is critical for mitigating PAH' s global impact.
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Affiliation(s)
- Yicheng Yang
- State Key Laboratory of Cardiovascular DiseaseFuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Center of Respiratory and Pulmonary Vascular DiseaseFuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Department of CardiologyAnzhen HospitalBeijingChina
| | - Zhiwei Zeng
- State Key Laboratory of Cardiovascular DiseaseFuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Qiaoxi Yang
- State Key Laboratory of Cardiovascular DiseaseFuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Huan Wang
- Institute of Child and Adolescent HealthSchool of Public HealthNational Health Commission Key Laboratory of Reproductive Health, Peking UniversityHaidian DistrictBeijingChina
| | - Hanwen Zhang
- State Key Laboratory of Cardiovascular DiseaseFuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Center of Respiratory and Pulmonary Vascular DiseaseFuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Wenjie Yan
- State Key Laboratory of Cardiovascular DiseaseFuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Center of Respiratory and Pulmonary Vascular DiseaseFuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Peizhi Wang
- State Key Laboratory of Cardiovascular DiseaseFuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Center for Molecular CardiologyUniversity of ZurichSchlierenZurichSwitzerland
| | - Chuangshi Wang
- State Key Laboratory of Cardiovascular DiseaseFuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Medical Research and Biometrics CenterNational Clinical Research Center for Cardiovascular DiseasesFuwai Hospital, National Center for Cardiovascular Diseases, Peking Union Medical College & Chinese Academy of Medical SciencesBeijingChina
| | - Zhanhao Su
- Department of Cardiovascular SurgeryGuangdong Cardiovascular InstituteGuangdong Provincial People's Hospital, Guangdong Academy of Medical SciencesGuangzhouChina
| | | | - Sher Zaman Safi
- Faculty of MedicineBioscience & NursingMAHSA UniversitySelangorMalaysia
| | - Beilan Yang
- State Key Laboratory of Cardiovascular DiseaseFuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Center of Respiratory and Pulmonary Vascular DiseaseFuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Yaoyao Wang
- State Key Laboratory of Cardiovascular DiseaseFuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Jingjing Zhou
- Echocardiography Medical CenterBeijing Anzhen Hospital, Capital Medical UniversityBeijingChina
| | - Zhiyong Zou
- Institute of Child and Adolescent HealthSchool of Public HealthNational Health Commission Key Laboratory of Reproductive Health, Peking UniversityHaidian DistrictBeijingChina
| | - Yuan Huang
- State Key Laboratory of Cardiovascular DiseaseFuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Department of Cardiovascular SurgeryFuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Songren Shu
- State Key Laboratory of Cardiovascular DiseaseFuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Department of Cardiovascular SurgeryFuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Changming Xiong
- State Key Laboratory of Cardiovascular DiseaseFuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
- Center of Respiratory and Pulmonary Vascular DiseaseFuwai Hospital, National Center for Cardiovascular Disease, Chinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
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Song Y, Jia H, Ma Q, Zhang L, Lai X, Wang Y. The causes of pulmonary hypertension and the benefits of aerobic exercise for pulmonary hypertension from an integrated perspective. Front Physiol 2024; 15:1461519. [PMID: 39483752 PMCID: PMC11525220 DOI: 10.3389/fphys.2024.1461519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2024] [Accepted: 09/26/2024] [Indexed: 11/03/2024] Open
Abstract
Pulmonary hypertension is a progressive disease of the pulmonary arteries that begins with increased pulmonary artery pressure, driven by progressive remodeling of the small pulmonary arteries, and ultimately leads to right heart failure and death. Vascular remodeling is the main pathological feature of pulmonary hypertension, but treatments for pulmonary hypertension are lacking. Determining the process of vascular proliferation and dysfunction may be a way to decipher the pathogenesis of pulmonary hypertension. In this review, we summarize the important pathways of pulmonary hypertension pathogenesis. We show how these processes are integrated and emphasize the benign role of aerobic exercise, which, as an adjunctive therapy, may be able to modify vascular remodeling in pulmonary hypertension.
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Affiliation(s)
- Yinping Song
- School of Physical Education, Xi’an Fanyi University, Xi’an, China
| | - Hao Jia
- School of Physical Education, Shaanxi Normal University, Xi’an, China
| | - Qing Ma
- School of Physical Education, Xi’an Fanyi University, Xi’an, China
| | - Lulu Zhang
- School of Physical Education, Xi’an Fanyi University, Xi’an, China
| | - Xiangyi Lai
- School of Physical Education, Xi’an Fanyi University, Xi’an, China
| | - Youhua Wang
- School of Physical Education, Shaanxi Normal University, Xi’an, China
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3
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Agarwal S, Fineman J, Cornfield DN, Alvira CM, Zamanian RT, Goss K, Yuan K, Bonnet S, Boucherat O, Pullamsetti S, Alcázar MA, Goncharova E, Kudryashova TV, Nicolls MR, de Jesús Pérez V. Seeing pulmonary hypertension through a paediatric lens: a viewpoint. Eur Respir J 2024; 63:2301518. [PMID: 38575157 PMCID: PMC11187317 DOI: 10.1183/13993003.01518-2023] [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: 09/08/2023] [Accepted: 03/16/2024] [Indexed: 04/06/2024]
Abstract
Pulmonary hypertension (PH) is a life-threating condition associated with abnormally elevated pulmonary pressures and right heart failure. Current epidemiological data indicate that PH aetiologies are different between the adult and paediatric population. The most common forms of PH in adults are PH from left heart disease or chronic lung disease, followed by pulmonary arterial hypertension (PAH) [1]; in paediatric patients, PH is most often associated with developmental lung disorders and congenital heart disease (CHD) [2, 3]. In contrast to adults with PH, wherein patients worsen over time despite therapy, PH in children can improve with growth. For example, in infants with bronchopulmonary dysplasia (BPD) and PH morbidity and mortality are high, but with lung growth and ensuring no ongoing lung injury pulmonary vascular disease can improve as evidenced by discontinuation of vasodilator therapy in almost two-thirds of BPD-PH survivors by age 5 years [3, 4]. Paediatric pulmonary hypertension (PH) offers unique genetic and developmental insights that can help in the discovery of novel mechanisms and targets to treat adult PH https://bit.ly/3TMm6bi
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Affiliation(s)
- Stuti Agarwal
- Division of Pulmonary and Critical Care, Stanford University, Palo Alto, CA, USA
| | - Jeffrey Fineman
- Department of Pediatrics and Cardiovascular Research Institute, University of California, San Francisco, San Francisco, CA, USA
| | - David N Cornfield
- Division of Pediatric Pulmonary, Asthma, and Sleep Medicine, Stanford University, Palo Alto, CA, USA
| | - Cristina M Alvira
- Division of Pediatric Critical Care Medicine, Stanford University, Palo Alto, CA, USA
| | - Roham T Zamanian
- Division of Pulmonary and Critical Care, Stanford University, Palo Alto, CA, USA
| | - Kara Goss
- Department of Medicine and Pediatrics, University of Texas Southwestern, Dallas, TX, USA
| | - Ke Yuan
- Boston Children's Hospital, Boston, MA, USA
| | - Sebastien Bonnet
- Department of Medicine, University of Laval, Quebec City, QC, Canada
| | - Olivier Boucherat
- Department of Medicine, University of Laval, Quebec City, QC, Canada
| | - Soni Pullamsetti
- Max-Planck-Institute for Heart and Lung Research, Bad Nauheim, Germany
| | | | | | - Tatiana V Kudryashova
- University of Pittsburgh Heart, Blood, and Vascular Medicine Institute, Pittsburgh, PA, USA
| | - Mark R Nicolls
- Division of Pulmonary and Critical Care, Stanford University, Palo Alto, CA, USA
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Sun Y, Chen C, Yan Q, Wang S, Tan Y, Long J, Lin Y, Ning S, Wang J, Zhang S, Ai Q, Liu S. A peripheral system disease-Pulmonary hypertension. Biomed Pharmacother 2024; 175:116787. [PMID: 38788548 DOI: 10.1016/j.biopha.2024.116787] [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: 02/10/2024] [Revised: 05/07/2024] [Accepted: 05/17/2024] [Indexed: 05/26/2024] Open
Abstract
Pulmonary hypertension (PH) is a cardiovascular disorder characterized by substantial morbidity and mortality rates. It is a chronic condition characterized by intricate pathogenesis and uncontrollable factors. We summarized the pathological effects of estrogen, genetics, neuroinflammation, intestinal microbiota, metabolic reorganization, and histone modification on PH. PH is not only a pulmonary vascular disease, but also a systemic disease. The findings emphasize that the onset of PH is not exclusively confined to the pulmonary vasculature, consequently necessitating treatment approaches that extend beyond targeting pulmonary blood vessels. Hence, the research on the pathological mechanism of PH is not limited to target organs such as pulmonary vessels, but also focuses on exploring other fields (such as estrogen, genetics, neuroinflammation, intestinal microbiota, metabolic reorganization, and histone modification).
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Affiliation(s)
- Yang Sun
- Hunan Engineering Technology Center of Standardization and Function of Chinese Herbal Decoction Pieces, College of Pharmacy, Hunan University of Chinese Medicine, Changsha 410208, China
| | - Chen Chen
- Department of Pharmacy, The First Hospital of Lanzhou University, Lanzhou 730000, China
| | - Qian Yan
- Hunan Engineering Technology Center of Standardization and Function of Chinese Herbal Decoction Pieces, College of Pharmacy, Hunan University of Chinese Medicine, Changsha 410208, China
| | - Siying Wang
- Pharmacy Department, Xiangtan Central Hospital, Xiangtan 411100, China
| | - Yong Tan
- Nephrology Department, Xiangtan Central Hospital, Xiangtan 411100, China
| | - Junpeng Long
- Hunan Engineering Technology Center of Standardization and Function of Chinese Herbal Decoction Pieces, College of Pharmacy, Hunan University of Chinese Medicine, Changsha 410208, China
| | - Yuting Lin
- Hunan Engineering Technology Center of Standardization and Function of Chinese Herbal Decoction Pieces, College of Pharmacy, Hunan University of Chinese Medicine, Changsha 410208, China
| | - Shuangcheng Ning
- Department of Pharmacy, Changsha Hospital for Maternal & Child Health Care Affiliated to Hunan Normal University, Changsha 410007, China
| | - Jin Wang
- Department of Pharmacy, Changsha Hospital for Maternal & Child Health Care Affiliated to Hunan Normal University, Changsha 410007, China
| | - Shusheng Zhang
- Department of Pharmacy, Changsha Hospital for Maternal & Child Health Care Affiliated to Hunan Normal University, Changsha 410007, China.
| | - Qidi Ai
- Hunan Engineering Technology Center of Standardization and Function of Chinese Herbal Decoction Pieces, College of Pharmacy, Hunan University of Chinese Medicine, Changsha 410208, China.
| | - Shasha Liu
- Department of Pharmacy, Changsha Hospital for Maternal & Child Health Care Affiliated to Hunan Normal University, Changsha 410007, China.
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Hosking M, Bates A. Therapy in Pediatric Pulmonary Hypertension: Memoir of an Unfinished Journey. Can J Cardiol 2024; 40:622-624. [PMID: 38373582 DOI: 10.1016/j.cjca.2024.02.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Revised: 02/13/2024] [Accepted: 02/15/2024] [Indexed: 02/21/2024] Open
Affiliation(s)
- Martin Hosking
- Division of Pediatric Cardiology, Department of Pediatrics, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada.
| | - Angela Bates
- Division of Critical Care, Department of Pediatrics, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
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Danhaive O, Galambos C, Lakshminrusimha S, Abman SH. Pulmonary Hypertension in Developmental Lung Diseases. Clin Perinatol 2024; 51:217-235. [PMID: 38325943 DOI: 10.1016/j.clp.2023.12.001] [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] [Indexed: 02/09/2024]
Abstract
Diverse genetic developmental lung diseases can present in the neonatal period with hypoxemic respiratory failure, often associated with with pulmonary hypertension. Intractable hypoxemia and lack of sustained response to medical management should increase the suspicion of a developmental lung disorder. Genetic diagnosis and lung biopsy are helpful in establishing the diagnosis. Early diagnosis can result in optimizing management and redirecting care if needed. This article reviews normal lung development, various developmental lung disorders that can result from genetic abnormalities at each stage of lung development, their clinical presentation, management, prognosis, and differential diagnoses.
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Affiliation(s)
- Olivier Danhaive
- Division of Neonatology, Saint-Luc University Hospital, UCLouvain, Avenue Hippocrate 10, B-1200 Brussels, Belgium; Department of Pediatrics, University of California San Francisco, 530 Parnassus Avenue, San Francisco, CA 94143, USA.
| | - Csaba Galambos
- Department of Pathology and Laboratory Medicine, University of Colorado Anschutz School of Medicine, 13001 East 17th Place, Aurora, CO 80045, USA
| | - Satyan Lakshminrusimha
- Department of Pediatrics, University of California, UC Davis Children's Hospital, 2516 Stockton Boulevard, Sacramento CA 95817, USA
| | - Steven H Abman
- Department of Pediatrics, The Pediatric Heart Lung Center, University of Colorado Anschutz Medical Campus, Mail Stop B395, 13123 East 16th Avenue, Aurora, CO 80045, USA
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Kocere A, Lalonde RL, Mosimann C, Burger A. Lateral thinking in syndromic congenital cardiovascular disease. Dis Model Mech 2023; 16:dmm049735. [PMID: 37125615 PMCID: PMC10184679 DOI: 10.1242/dmm.049735] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2023] Open
Abstract
Syndromic birth defects are rare diseases that can present with seemingly pleiotropic comorbidities. Prime examples are rare congenital heart and cardiovascular anomalies that can be accompanied by forelimb defects, kidney disorders and more. Whether such multi-organ defects share a developmental link remains a key question with relevance to the diagnosis, therapeutic intervention and long-term care of affected patients. The heart, endothelial and blood lineages develop together from the lateral plate mesoderm (LPM), which also harbors the progenitor cells for limb connective tissue, kidneys, mesothelia and smooth muscle. This developmental plasticity of the LPM, which founds on multi-lineage progenitor cells and shared transcription factor expression across different descendant lineages, has the potential to explain the seemingly disparate syndromic defects in rare congenital diseases. Combining patient genome-sequencing data with model organism studies has already provided a wealth of insights into complex LPM-associated birth defects, such as heart-hand syndromes. Here, we summarize developmental and known disease-causing mechanisms in early LPM patterning, address how defects in these processes drive multi-organ comorbidities, and outline how several cardiovascular and hematopoietic birth defects with complex comorbidities may be LPM-associated diseases. We also discuss strategies to integrate patient sequencing, data-aggregating resources and model organism studies to mechanistically decode congenital defects, including potentially LPM-associated orphan diseases. Eventually, linking complex congenital phenotypes to a common LPM origin provides a framework to discover developmental mechanisms and to anticipate comorbidities in congenital diseases affecting the cardiovascular system and beyond.
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Affiliation(s)
- Agnese Kocere
- University of Colorado School of Medicine, Anschutz Medical Campus, Department of Pediatrics, Section of Developmental Biology, Aurora, CO 80045, USA
- Department of Molecular Life Science, University of Zurich, 8057 Zurich, Switzerland
| | - Robert L. Lalonde
- University of Colorado School of Medicine, Anschutz Medical Campus, Department of Pediatrics, Section of Developmental Biology, Aurora, CO 80045, USA
| | - Christian Mosimann
- University of Colorado School of Medicine, Anschutz Medical Campus, Department of Pediatrics, Section of Developmental Biology, Aurora, CO 80045, USA
| | - Alexa Burger
- University of Colorado School of Medicine, Anschutz Medical Campus, Department of Pediatrics, Section of Developmental Biology, Aurora, CO 80045, USA
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Benincasa G, Napoli C, Loscalzo J, Maron BA. Pursuing functional biomarkers in complex disease: Focus on pulmonary arterial hypertension. Am Heart J 2023; 258:96-113. [PMID: 36565787 DOI: 10.1016/j.ahj.2022.12.009] [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: 09/28/2022] [Revised: 12/12/2022] [Accepted: 12/19/2022] [Indexed: 05/11/2023]
Abstract
A major gap in diagnosis, classification, risk stratification, and prediction of therapeutic response exists in pulmonary arterial hypertension (PAH), driven in part by a lack of functional biomarkers that are also disease-specific. In this regard, leveraging big data-omics analyses using innovative approaches that integrate network medicine and machine learning correlated with clinically useful indices or risk stratification scores is an approach well-positioned to advance PAH precision medicine. For example, machine learning applied to a panel of 48 cytokines, chemokines, and growth factors could prognosticate PAH patients with immune-dominant subphenotypes at elevated or low-risk for mortality. Here, we discuss strengths and weaknesses of the most current studies evaluating omics-derived biomarkers in PAH. Progress in this field is offset by studies with small sample size, pervasive limitations in bioinformatics, and lack of standardized methods for data processing and interpretation. Future success in this field, in turn, is likely to hinge on mechanistic validation of data outputs in order to couple functional biomarker data with target-specific therapeutics in clinical practice.
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Affiliation(s)
- Giuditta Benincasa
- Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania "Luigi Vanvitelli", Naples, Italy.
| | - Claudio Napoli
- Department of Advanced Medical and Surgical Sciences (DAMSS), University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Joseph Loscalzo
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA
| | - Bradley A Maron
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA.
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Zhao M, Liu J, Xin M, Yang K, Huang H, Zhang W, Zhang J, He S. Pulmonary arterial hypertension associated with congenital heart disease: An omics study. Front Cardiovasc Med 2023; 10:1037357. [PMID: 36970344 PMCID: PMC10036813 DOI: 10.3389/fcvm.2023.1037357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 02/24/2023] [Indexed: 03/12/2023] Open
Abstract
Pulmonary arterial hypertension associated with congenital heart disease (PAH-CHD) is a severely progressive condition with uncertain physiological course. Hence, it has become increasingly relevant to clarify the specific mechanisms of molecular modification, which is crucial to identify more treatment strategies. With the rapid development of high-throughput sequencing, omics technology gives access to massive experimental data and advanced techniques for systems biology, permitting comprehensive assessment of disease occurrence and progression. In recent years, significant progress has been made in the study of PAH-CHD and omics. To provide a comprehensive description and promote further in-depth investigation of PAH-CHD, this review attempts to summarize the latest developments in genomics, transcriptomics, epigenomics, proteomics, metabolomics, and multi-omics integration.
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Affiliation(s)
- Maolin Zhao
- Department of Cardiovascular Surgery, Affiliated Hospital of Southwest Jiaotong University, General Hospital of Western Theater Command, Chengdu, China
| | - Jian Liu
- Department of Cardiovascular Surgery, Affiliated Hospital of Southwest Jiaotong University, General Hospital of Western Theater Command, Chengdu, China
| | - Mei Xin
- Department of Cardiovascular Surgery, Affiliated Hospital of Southwest Jiaotong University, General Hospital of Western Theater Command, Chengdu, China
| | - Ke Yang
- Department of Cardiovascular Surgery, Affiliated Hospital of Southwest Jiaotong University, General Hospital of Western Theater Command, Chengdu, China
| | - Honghao Huang
- Department of Cardiovascular Surgery, Affiliated Hospital of Southwest Jiaotong University, General Hospital of Western Theater Command, Chengdu, China
| | - Wenxin Zhang
- Department of Cardiovascular Surgery, Affiliated Hospital of Southwest Jiaotong University, General Hospital of Western Theater Command, Chengdu, China
| | - Jinbao Zhang
- Department of Cardiovascular Surgery, Affiliated Hospital of Southwest Jiaotong University, General Hospital of Western Theater Command, Chengdu, China
| | - Siyi He
- Department of Cardiovascular Surgery, Affiliated Hospital of Southwest Jiaotong University, General Hospital of Western Theater Command, Chengdu, China
- Correspondence: Siyi He
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Association between Genotype, Presentation, and Outcome in Childhood Idiopathic and Hereditary Pulmonary Arterial Hypertension. J Clin Med 2022; 11:jcm11247331. [PMID: 36555947 PMCID: PMC9783670 DOI: 10.3390/jcm11247331] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 12/01/2022] [Accepted: 12/07/2022] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Paediatric-onset idiopathic/hereditary pulmonary arterial hypertension (IPAH/HPAH) is partially linked to genetic factors that may also affect treatment response and outcome. The relation between clinical characteristics and pathogenicity of gene variants in childhood IPAH/HPAH is still not well understood. METHODS We retrospectively analyzed IPAH/HPAH paediatric patients aged between 3 months and 18 years under follow-up at a large tertiary referral center. Whole-exome sequencing focused on PAH high-risk genes was performed in all patients. Pathogenicity grading of gene variant sites was assessed using ClinVar and population frequencies. The association between gene variants and death was studied using Cox proportional multivariate models. RESULTS Overall, 129 patients (54.3% females; 91.5% on PAH therapy) with a median age at diagnosis of 6.8 (IQR 3.4-10.7) years were included. A relevant PAH gene variant was detected in 95 patients (73.6%). The most common variants were in the BMPR2 (n = 43, 3%) gene. Over a median follow-up period of 27.6 months, 26 children died. The presence of a likely pathogenic genetic variant was significantly associated with survival (HR: 3.56, p = 0.005) on multivariable Cox analysis. The number of PAH-specific drugs at presentation was associated with better survival in the cohort with pathogenic variants (p = 0.02). CONCLUSIONS Pathogenic/likely pathogenic genetic variants are prevalent in children with PAH and are related to a worse prognosis irrespective of other recognized risk factors in this population. Combination PAH therapy was associated with superior prognosis in children with pathogenic variants or BMPR2 variants. Therefore, proactive medical therapy should be employed in this population.
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Dai L, Du L. Genes in pediatric pulmonary arterial hypertension and the most promising BMPR2 gene therapy. Front Genet 2022; 13:961848. [PMID: 36506323 PMCID: PMC9730536 DOI: 10.3389/fgene.2022.961848] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2022] [Accepted: 11/03/2022] [Indexed: 11/25/2022] Open
Abstract
Pulmonary arterial hypertension (PAH) is a rare but progressive and lethal vascular disease of diverse etiologies, mainly caused by proliferation of endothelial cells, smooth muscle cells in the pulmonary artery, and fibroblasts, which ultimately leads to right-heart hypertrophy and cardiac failure. Recent genetic studies of childhood-onset PAH report that there is a greater genetic burden in children than in adults. Since the first-identified pathogenic gene of PAH, BMPR2, which encodes bone morphogenetic protein receptor 2, a receptor in the transforming growth factor-β superfamily, was discovered, novel causal genes have been identified and substantially sharpened our insights into the molecular genetics of childhood-onset PAH. Currently, some newly identified deleterious genetic variants in additional genes implicated in childhood-onset PAH, such as potassium channels (KCNK3) and transcription factors (TBX4 and SOX17), have been reported and have greatly updated our understanding of the disease mechanism. In this review, we summarized and discussed the advances of genetic variants underlying childhood-onset PAH susceptibility and potential mechanism, and the most promising BMPR2 gene therapy and gene delivery approaches to treat childhood-onset PAH in the future.
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Farrell R, Colglazier E, Parker C, Stevens L, Austin ED, Fineman JR. Caveolin-1 associated with severe (pediatric-onset) presentation of pulmonary arterial hypertension. Pulm Circ 2022; 12:e12100. [PMID: 35864912 PMCID: PMC9294289 DOI: 10.1002/pul2.12100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Revised: 06/15/2022] [Accepted: 06/16/2022] [Indexed: 11/10/2022] Open
Abstract
There has been a growing interest in the role that genetic factors influence pediatric pulmonary vascular disease. In fact, data suggests that genetic factors contribute to ~42% of pediatric-onset pulmonary hypertension. Although animal and human studies suggest that aberrations in Caveolin1 (CAV1) signaling participate in the development of pulmonary vascular disorders, limited reports of CAV1-associated heritable pulmonary arterial hypertension (HPAH) exist. This is a case report of a 2-year-old female with late recognition of HPAH due to a CAV1 pathogenic variant: c.474del, (p.Leu159Serfs*22)(NM_001753.5). The pedigree demonstrates autosomal dominant transmission with reduced penetrance of PAH, suggestive that additional genetic or environmental factors modify PAH development. Genetic testing and the discovery of rare genetic alterations in PAH during infancy and childhood may aid in identifying disease etiologies, guide therapeutic decisions, and ultimately identify novel therapeutic targets. Moreover, CAV1 genetics implicate variable expressivity and incomplete penetrance for HPAH and underscores the utility of predictive genetic testing for unaffected family members no matter their age.
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Affiliation(s)
- Rachel Farrell
- Department of PediatricsUCSF Benioff Children's HospitalSan FranciscoCaliforniaUSA
| | - Elizabeth Colglazier
- Department of PediatricsUCSF Benioff Children's HospitalSan FranciscoCaliforniaUSA
| | - Claire Parker
- Department of PediatricsUCSF Benioff Children's HospitalSan FranciscoCaliforniaUSA
| | - Leah Stevens
- Department of PediatricsUCSF Benioff Children's HospitalSan FranciscoCaliforniaUSA
| | - Eric D. Austin
- Department of PediatricsVanderbilt University Medical CenterNashvilleTennesseeUSA
| | - Jeffrey R. Fineman
- Department of PediatricsUCSF Benioff Children's HospitalSan FranciscoCaliforniaUSA
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13
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Jenkins KJ, Fineman JR. Progress in Pulmonary Vein Stenosis: Lessons from Success in Treating Pulmonary Arterial Hypertension. CHILDREN 2022; 9:children9060799. [PMID: 35740736 PMCID: PMC9222029 DOI: 10.3390/children9060799] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Revised: 05/26/2022] [Accepted: 05/27/2022] [Indexed: 11/30/2022]
Abstract
Pulmonary vein stenosis (PVS) is a rare and poorly understood condition that can be classified as primary, acquired, status-post surgical repair of PVS, and/or associated with developmental lung disease. Immunohistochemical studies demonstrate that obstruction of the large (extrapulmonary) pulmonary veins is associated with the neointimal proliferation of myofibroblasts. This rare disorder is likely multifactorial with a spectrum of pathobiology. Treatments have been historically surgical, with an increasing repetitive interventional approach. Understanding the biology of these disorders is in its infancy; thus, medical management has lagged behind. Throughout medical history, an increased understanding of the underlying biology of a disorder has led to significant improvements in care and outcomes. One example is the treatment of pulmonary arterial hypertension (PAH). PAH shares several common themes with PVS. These include the spectrum of disease and biological alterations, such as vascular remodeling and vasoconstriction. Over the past two decades, an exponential increase in the understanding of the pathobiology of PAH has led to a dramatic increase in medical therapies that have changed the landscape of the disease. We believe that a similar approach to PVS can generate novel medical therapeutic targets that will markedly improve the outcome of these vulnerable patients.
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Affiliation(s)
- Kathy J. Jenkins
- Department of Cardiology, Boston Children’s Hospital, Boston, MA 02115, USA;
| | - Jeffrey R. Fineman
- Department of Pediatrics, University of California, San Francisco, CA 94143, USA
- Correspondence:
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14
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Ploegstra MJ, Berger RMF. Prognostic biomarkers in pediatric pulmonary arterial hypertension. Cardiovasc Diagn Ther 2021; 11:1089-1101. [PMID: 34527535 DOI: 10.21037/cdt-20-374] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Accepted: 04/29/2020] [Indexed: 11/06/2022]
Abstract
Pulmonary arterial hypertension (PAH) is a progressive life-threatening disease of the pulmonary vasculature. Despite the introduction of targeted therapies, prognosis remains poor. In pediatric PAH, reliable prognostic biomarkers are needed to inform clinicians on disease progression and risk of mortality, in order to be able to assess the need for escalation of medical therapy, consider surgical options such as Pott's shunt and listing for (heart)-lung transplantation. This review provides an overview of prognostic biomarkers that are considered to carry potential for the clinical management of pediatric PAH. These include conventional physiological biomarkers [resting heart rate, heart rate variability (HRV), a child's growth], biomarkers of functional status [World Health Organization functional class, 6-minute walk distance (6MWD), parameters derived from cardiopulmonary exercise testing (CPET), daily physical activity level], electrocardiographic biomarkers, circulating serum biomarkers (natriuretic peptides, uric acid, neurohormones, inflammatory markers, and novel circulating biomarkers), and multiple hemodynamic biomarkers and imaging biomarkers [echocardiography and cardiac magnetic resonance (CMR)]. In recent years, many potential prognostic biomarkers have become available for the management of PAH in children. As the available prognostic biomarkers reflect different aspects of the disease process and functional implications, a multi-marker approach appears the most useful for guiding therapy decisions and improve outcome in pediatric PAH.
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Affiliation(s)
- Mark-Jan Ploegstra
- Center for Congenital Heart Diseases, Department of Pediatric Cardiology, Beatrix Children's Hospital, University of Groningen, University Medical Center Groningen, The Netherlands
| | - Rolf M F Berger
- Center for Congenital Heart Diseases, Department of Pediatric Cardiology, Beatrix Children's Hospital, University of Groningen, University Medical Center Groningen, The Netherlands
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15
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Elliott CG. Genetic Counseling and Testing in Pulmonary Arterial Hypertension. Methodist Debakey Cardiovasc J 2021; 17:101-105. [PMID: 34326929 PMCID: PMC8298110 DOI: 10.14797/zoqm5771] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/16/2020] [Indexed: 11/08/2022] Open
Abstract
A subgroup of patients diagnosed with pulmonary arterial hypertension (PAH) carry transmissible pathogenic gene mutations. For many of these patients, the heritable nature of their disease can only be uncovered by genetic testing. Because identification of PAH patients who carry pathogenic gene mutations has important implications for other family members, genetic counseling and testing should be offered to patients diagnosed with idiopathic or familial PAH. This review describes the current state of genetic counseling and testing for patients diagnosed with PAH.
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Affiliation(s)
- C Gregory Elliott
- Intermountain Medical Center, University of Utah, Salt Lake City, Utah
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16
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Zhu N, Swietlik EM, Welch CL, Pauciulo MW, Hagen JJ, Zhou X, Guo Y, Karten J, Pandya D, Tilly T, Lutz KA, Martin JM, Treacy CM, Rosenzweig EB, Krishnan U, Coleman AW, Gonzaga-Jauregui C, Lawrie A, Trembath RC, Wilkins MR, Morrell NW, Shen Y, Gräf S, Nichols WC, Chung WK. Rare variant analysis of 4241 pulmonary arterial hypertension cases from an international consortium implicates FBLN2, PDGFD, and rare de novo variants in PAH. Genome Med 2021; 13:80. [PMID: 33971972 PMCID: PMC8112021 DOI: 10.1186/s13073-021-00891-1] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Accepted: 04/19/2021] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND Pulmonary arterial hypertension (PAH) is a lethal vasculopathy characterized by pathogenic remodeling of pulmonary arterioles leading to increased pulmonary pressures, right ventricular hypertrophy, and heart failure. PAH can be associated with other diseases (APAH: connective tissue diseases, congenital heart disease, and others) but often the etiology is idiopathic (IPAH). Mutations in bone morphogenetic protein receptor 2 (BMPR2) are the cause of most heritable cases but the vast majority of other cases are genetically undefined. METHODS To identify new risk genes, we utilized an international consortium of 4241 PAH cases with exome or genome sequencing data from the National Biological Sample and Data Repository for PAH, Columbia University Irving Medical Center, and the UK NIHR BioResource - Rare Diseases Study. The strength of this combined cohort is a doubling of the number of IPAH cases compared to either national cohort alone. We identified protein-coding variants and performed rare variant association analyses in unrelated participants of European ancestry, including 1647 IPAH cases and 18,819 controls. We also analyzed de novo variants in 124 pediatric trios enriched for IPAH and APAH-CHD. RESULTS Seven genes with rare deleterious variants were associated with IPAH with false discovery rate smaller than 0.1: three known genes (BMPR2, GDF2, and TBX4), two recently identified candidate genes (SOX17, KDR), and two new candidate genes (fibulin 2, FBLN2; platelet-derived growth factor D, PDGFD). The new genes were identified based solely on rare deleterious missense variants, a variant type that could not be adequately assessed in either cohort alone. The candidate genes exhibit expression patterns in lung and heart similar to that of known PAH risk genes, and most variants occur in conserved protein domains. For pediatric PAH, predicted deleterious de novo variants exhibited a significant burden compared to the background mutation rate (2.45×, p = 2.5e-5). At least eight novel pediatric candidate genes carrying de novo variants have plausible roles in lung/heart development. CONCLUSIONS Rare variant analysis of a large international consortium identified two new candidate genes-FBLN2 and PDGFD. The new genes have known functions in vasculogenesis and remodeling. Trio analysis predicted that ~ 15% of pediatric IPAH may be explained by de novo variants.
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Affiliation(s)
- Na Zhu
- Department of Pediatrics, Columbia University Irving Medical Center, 1150 St. Nicholas Avenue, Room 620, New York, NY, 10032, USA
- Department of Systems Biology, Columbia University, New York, NY, USA
| | - Emilia M Swietlik
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Carrie L Welch
- Department of Pediatrics, Columbia University Irving Medical Center, 1150 St. Nicholas Avenue, Room 620, New York, NY, 10032, USA
| | - Michael W Pauciulo
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Jacob J Hagen
- Department of Pediatrics, Columbia University Irving Medical Center, 1150 St. Nicholas Avenue, Room 620, New York, NY, 10032, USA
- Department of Systems Biology, Columbia University, New York, NY, USA
| | - Xueya Zhou
- Department of Pediatrics, Columbia University Irving Medical Center, 1150 St. Nicholas Avenue, Room 620, New York, NY, 10032, USA
- Department of Systems Biology, Columbia University, New York, NY, USA
| | - Yicheng Guo
- Department of Systems Biology, Columbia University, New York, NY, USA
| | | | - Divya Pandya
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Tobias Tilly
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Katie A Lutz
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Jennifer M Martin
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource for Translational Research, Cambridge Biomedical Campus, Cambridge, UK
| | - Carmen M Treacy
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Erika B Rosenzweig
- Department of Pediatrics, Columbia University Irving Medical Center, 1150 St. Nicholas Avenue, Room 620, New York, NY, 10032, USA
| | - Usha Krishnan
- Department of Pediatrics, Columbia University Irving Medical Center, 1150 St. Nicholas Avenue, Room 620, New York, NY, 10032, USA
| | - Anna W Coleman
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | | | - Allan Lawrie
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Sheffield, UK
| | - Richard C Trembath
- Department of Medical and Molecular Genetics, King's College London, London, UK
| | - Martin R Wilkins
- National Heart & Lung Institute, Imperial College London, London, UK
| | | | | | | | | | - Nicholas W Morrell
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource for Translational Research, Cambridge Biomedical Campus, Cambridge, UK
- Addenbrooke's Hospital NHS Foundation Trust, Cambridge Biomedical Campus, Cambridge, UK
- Royal Papworth Hospital NHS Foundation Trust, Cambridge Biomedical Campus, Cambridge, UK
| | - Yufeng Shen
- Department of Systems Biology, Columbia University, New York, NY, USA
- Department of Biomedical Informatics, Columbia University, New York, NY, USA
| | - Stefan Gräf
- Department of Medicine, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
- NIHR BioResource for Translational Research, Cambridge Biomedical Campus, Cambridge, UK
- Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - William C Nichols
- Division of Human Genetics, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
- Department of Pediatrics, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Wendy K Chung
- Department of Pediatrics, Columbia University Irving Medical Center, 1150 St. Nicholas Avenue, Room 620, New York, NY, 10032, USA.
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA.
- Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA.
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17
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Wang TM, Wang SS, Xu YJ, Zhao CM, Qiao XH, Yang CX, Liu XY, Yang YQ. SOX17 Loss-of-Function Mutation Underlying Familial Pulmonary Arterial Hypertension. Int Heart J 2021; 62:566-574. [PMID: 33952808 DOI: 10.1536/ihj.20-711] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Pulmonary arterial hypertension (PAH) refers to a rare, progressive disorder that is characterized by occlusive pulmonary vascular remodeling, resulting in increased pulmonary arterial pressure, right-sided heart failure, and eventual death. Emerging evidence from genetic investigations of pediatric-onset PAH highlights the strong genetic basis underpinning PAH, and deleterious variants in multiple genes have been found to cause PAH. Nevertheless, PAH is of substantial genetic heterogeneity, and the genetic defects underlying PAH in the overwhelming majority of cases remain elusive. In this investigation, a consanguineous family suffering from PAH transmitted as an autosomal-dominant trait was identified. Through whole-exome sequencing and bioinformatic analyses as well as Sanger sequencing analyses of the PAH family, a novel heterozygous SOX17 mutation, NM_022454.4: c.379C>T; p. (Gln127*), was found to co-segregate with the disease in the family, with complete penetrance. The nonsense mutation was neither observed in 612 unrelated healthy volunteers nor retrieved in the population genetic databases encompassing the Genome Aggregation Database, the Exome Aggregation Consortium database, and the Single Nucleotide Polymorphism database. Biological analyses using a dual-luciferase reporter assay system revealed that the Gln127*-mutant SOX17 protein lost the ability to transcriptionally activate its target gene NOTCH1. Moreover, the Gln127*-mutant SOX17 protein exhibited no inhibitory effect on the function of CTNNB1-encode β-catenin, which is a key player in vascular morphogenesis. This research firstly links SOX17 loss-of-function mutation to familial PAH, which provides novel insight into the molecular pathogenesis of PAH, suggesting potential implications for genetic and prognostic risk evaluation as well as personalized prophylaxis of the family members affected with PAH.
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Affiliation(s)
- Tian-Ming Wang
- Department of Pediatrics, Tongji Hospital, Tongji University School of Medicine
| | - Shan-Shan Wang
- Department of Pediatrics, Tongji Hospital, Tongji University School of Medicine
| | - Ying-Jia Xu
- Department of Cardiology, Shanghai Fifth People's Hospital, Fudan University
| | - Cui-Mei Zhao
- Department of Cardiology, Tongji Hospital, Tongji University School of Medicine
| | - Xiao-Hui Qiao
- Department of Pediatric Internal Medicine, Ningbo Women & Children's Hospital
| | - Chen-Xi Yang
- Department of Cardiology, Shanghai Fifth People's Hospital, Fudan University
| | - Xing-Yuan Liu
- Department of Pediatrics, Tongji Hospital, Tongji University School of Medicine
| | - Yi-Qing Yang
- Department of Cardiology, Shanghai Fifth People's Hospital, Fudan University.,Cardiovascular Research Laboratory, Shanghai Fifth People's Hospital, Fudan University.,Central Laboratory, Shanghai Fifth People's Hospital, Fudan University
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18
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Liu J, Sun Y, Zhu B, Lin Y, Lin K, Sun Y, Yao Z, Yuan L. Identification of a potentially novel LncRNA-miRNA-mRNA competing endogenous RNA network in pulmonary arterial hypertension via integrated bioinformatic analysis. Life Sci 2021; 277:119455. [PMID: 33831428 DOI: 10.1016/j.lfs.2021.119455] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Revised: 03/24/2021] [Accepted: 03/26/2021] [Indexed: 11/18/2022]
Abstract
AIMS Pulmonary arterial hypertension (PAH) is a fatal cardiovascular disease with a cancer-like phenotype. Competing endogenous RNA (ceRNA) networks extensively involve in its pathological processes. But rare ceRNA networks and profound molecular mechanisms have been revealed in PAH. The aim of this study was to illuminate the ceRNA networks in PAH. MATERIALS AND METHODS In this work, we have chosen the idiopathic PAH as an example. GSE15197 (mRNA) and GSE56914 (miRNA) from the Gene Expression Omnibus (GEO) were selected to explore key genes and novel ceRNA networks in PAH by a series of integrated bioinformatic analysis. To be more scientific, a part of pairs in identified ceRNA network were detected in hypoxia-induced HPASMCs. And the dual-luciferase assay was performed to certify the relationship between miRNAs and mRNAs. KEY FINDINGS Totally, 311 differentially expressed genes (DEGs) were identified and functional enrichment analysis illuminated that the majority of DEGs were enriched in proliferation, anti-apoptosis, inflammation and cancer-related pathways. And 10 hub genes were determined via Cytohubba after PPI network construction. Sequentially, with stepwise reverse prediction and pan-cancer co-expression analysis from mRNA to LncRNA in TargetScan, miRNet, ENCORI (Starbase V3.0) databases, a crucially ceRNA network was identified including 14 LncRNAs, 2 miRNAs, and 3 mRNAs. Further, in hypoxia-induced HPASMCs, the alterations of mRNAs, miRNAs and LncRNAs and their relationship were in accordance with the results we identified. SIGNIFICANCE Consequently, the unique hub genes and ceRNA network we proposed may advance our understanding of the molecular mechanisms in PAH.
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Affiliation(s)
- Jiantao Liu
- The Second Clinical Medical College, Wenzhou Medical University, Wenzhou, PR China
| | - Yupeng Sun
- The First Clinical Medical College, Wenzhou Medical University, Wenzhou, PR China
| | - Bingqing Zhu
- The Renji College, Wenzhou Medical University, Wenzhou, PR China
| | - Yufan Lin
- The First Clinical Medical College, Wenzhou Medical University, Wenzhou, PR China
| | - Kexin Lin
- The Second Clinical Medical College, Wenzhou Medical University, Wenzhou, PR China
| | - Yiruo Sun
- The Second Clinical Medical College, Wenzhou Medical University, Wenzhou, PR China
| | - Zhengze Yao
- The First Clinical Medical College, Wenzhou Medical University, Wenzhou, PR China
| | - Linbo Yuan
- Department of Physiology, Basic Medical Science School, Wenzhou Medical University, Wenzhou, PR China.
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19
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Xu J, Yang Y, Yang Y, Xiong C. Identification of Potential Risk Genes and the Immune Landscape of Idiopathic Pulmonary Arterial Hypertension via Microarray Gene Expression Dataset Reanalysis. Genes (Basel) 2021; 12:125. [PMID: 33478117 PMCID: PMC7835985 DOI: 10.3390/genes12010125] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 01/09/2021] [Accepted: 01/14/2021] [Indexed: 02/07/2023] Open
Abstract
Gene dysfunction and immune cell infiltration play an essential role in the pathogenesis of idiopathic pulmonary arterial hypertension (IPAH). We aimed to investigate the immune landscape and novel differentially expressed genes (DEGs) of IPAH. In addition, potential druggable molecular targets for IPAH were also explored. In this study, the GSE117261 dataset was reanalyzed to explore the immune landscape and hub DEGs of IPAH. Lasso Cox regression analysis and receiver operating characteristic curve analysis were performed to detect the predictive value of IPAH. Additionally, the underlying drug targets for IPAH treatment were determined by drug-gene analysis. IPAH was significantly associated with the transforming growth factor-β (TGF-β) signaling pathway and Wnt signaling pathway as well as energetic metabolism dysfunction. We identified 31 upregulated and 39 downregulated DEGs in IPAH patients. Six hub genes, namely, SAA1, CCL5, CXCR1, CXCR2, CCR1, and ADORA3, were related to IPAH pathogenesis regardless of sex differences. Prediction model analysis showed that the area under the curve values of the hub DEGs except CXCR2 were all above 0.9 for distinguishing IPAH patients. In addition, the relative proportions of 5 subtypes of immune cells, namely, CD8+ T cells, CD4+ memory resting T cells, γ delta T cells, M1 macrophages, and resting mast cells, were significantly upregulated in the IPAH samples, while 6 subtypes of immune cells, namely, CD4+ naive T cells, resting NK cells, monocytes, M0 macrophages, activated mast cells, and neutrophils, were downregulated. Additionally, a total of 17 intersecting drugs targeting 5 genes, CCL5, CXCR1, CXCR2, CCR1, and ADORA3, were generated as potential druggable molecular targets for IPAH. Our study revealed the underlying correlations between genes and immune cells in IPAH and demonstrated for the first time that SAA1, CCL5, CXCR1, CCR1, and ADORA3 may be novel genetic targets for IPAH.
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Affiliation(s)
- Jing Xu
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China;
| | - Yicheng Yang
- Pulmonary Vascular Disease Center, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China;
| | - Yuejin Yang
- Department of Cardiology, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China;
| | - Changming Xiong
- Pulmonary Vascular Disease Center, State Key Laboratory of Cardiovascular Disease, Fuwai Hospital, National Center for Cardiovascular Diseases, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing 100037, China;
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20
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Yaoita N, Satoh K, Satoh T, Shimizu T, Saito S, Sugimura K, Tatebe S, Yamamoto S, Aoki T, Kikuchi N, Kurosawa R, Miyata S, Nagasaki M, Yasuda J, Shimokawa H. Identification of the Novel Variants in Patients With Chronic Thromboembolic Pulmonary Hypertension. J Am Heart Assoc 2020; 9:e015902. [PMID: 33103541 PMCID: PMC7763425 DOI: 10.1161/jaha.120.015902] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Accepted: 08/26/2020] [Indexed: 11/26/2022]
Abstract
Background Although chronic thromboembolic pulmonary hypertension (CTEPH) and acute pulmonary embolism (APE) share some clinical manifestations, a limited proportion of patients with CTEPH have a history of APE. Moreover, in histopathologic studies, it has been revealed that pulmonary vasculature lesions similar to pulmonary arterial hypertension existed in patients with CTEPH. Thus, it remains unknown whether these 3 disorders also share genetic backgrounds. Methods and Results Whole exome screening was performed with DNA isolated from 51 unrelated patients with CTEPH of Japanese ancestry. The frequency of genetic variants associated with pulmonary arterial hypertension or APE in patients with CTEPH was compared with those in the integrative Japanese Genome Variation Database 3.5KJPN. Whole exome screening analysis showed 17 049 nonsynonymous variants in patients with CTEPH. Although we found 6 nonsynonymous variants that are associated with APE in patients with CTEPH, there was no nonsynonymous variant associated with pulmonary arterial hypertension. Patients with CTEPH with a history of APE had nonsynonymous variants of F5, which encodes factor V. In contrast, patients with CTEPH without a history of APE had a nonsynonymous variant of THBD, which encodes thrombomodulin. Moreover, thrombin-activatable fibrinolysis inhibitor, which is one of the pathogenic proteins in CTEPH, was significantly more activated in those who had the variants of THBD compared with those without it. Conclusions These results provide the first evidence that patients with CTEPH have some variants associated with APE, regardless of the presence or absence of a history of APE. Furthermore, the variants might be different between patients with CTEPH with and without a history of APE.
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Affiliation(s)
- Nobuhiro Yaoita
- Department of Cardiovascular MedicineTohoku University Graduate School of MedicineSendaiJapan
| | - Kimio Satoh
- Department of Cardiovascular MedicineTohoku University Graduate School of MedicineSendaiJapan
| | - Taijyu Satoh
- Department of Cardiovascular MedicineTohoku University Graduate School of MedicineSendaiJapan
| | - Toru Shimizu
- Department of Cardiovascular MedicineTohoku University Graduate School of MedicineSendaiJapan
| | - Sakae Saito
- Department of Integrative GenomicsTohoku Medical Megabank OrganizationTohoku UniversitySendaiJapan
| | - Koichiro Sugimura
- Department of Cardiovascular MedicineTohoku University Graduate School of MedicineSendaiJapan
| | - Shunsuke Tatebe
- Department of Cardiovascular MedicineTohoku University Graduate School of MedicineSendaiJapan
| | - Saori Yamamoto
- Department of Cardiovascular MedicineTohoku University Graduate School of MedicineSendaiJapan
| | - Tatsuo Aoki
- Department of Cardiovascular MedicineTohoku University Graduate School of MedicineSendaiJapan
| | - Nobuhiro Kikuchi
- Department of Cardiovascular MedicineTohoku University Graduate School of MedicineSendaiJapan
| | - Ryo Kurosawa
- Department of Cardiovascular MedicineTohoku University Graduate School of MedicineSendaiJapan
| | - Satoshi Miyata
- Department of Cardiovascular MedicineTohoku University Graduate School of MedicineSendaiJapan
| | - Masao Nagasaki
- Department of Integrative GenomicsTohoku Medical Megabank OrganizationTohoku UniversitySendaiJapan
| | - Jun Yasuda
- Department of Integrative GenomicsTohoku Medical Megabank OrganizationTohoku UniversitySendaiJapan
| | - Hiroaki Shimokawa
- Department of Cardiovascular MedicineTohoku University Graduate School of MedicineSendaiJapan
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