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Cadour F, Sourdon J, Rapacchi S. Editorial for "Biventricular Dysfunction and Ventricular Interdependence in Patients With Pulmonary Hypertension: A 3.0-T Cardiac MRI Feature Tracking Study". J Magn Reson Imaging 2024; 60:363-364. [PMID: 37905953 DOI: 10.1002/jmri.29092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 10/06/2023] [Indexed: 11/02/2023] Open
Affiliation(s)
- Farah Cadour
- Department of Medical Imaging, University of Toronto, University Medical Imaging Toronto, Peter Munk Cardiac Centre, Toronto General Hospital, University Health Network, University of Toronto, Toronto, Ontario, Canada
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Qu J, Li M, Zhang X, Zhang M, Zuo X, Zhu P, Ye S, Zhang W, Zheng Y, Qi W, Li Y, Zhang Z, Ding F, Gu J, Liu Y, Qian J, Huang C, Zhao J, Wang Q, Liu Y, Tian Z, Wang Y, Wei W, Zeng X. A prognostic model for systemic lupus erythematosus-associated pulmonary arterial hypertension: CSTAR-PAH cohort study. Respir Res 2023; 24:220. [PMID: 37689662 PMCID: PMC10492375 DOI: 10.1186/s12931-023-02522-2] [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] [Received: 04/19/2023] [Accepted: 08/24/2023] [Indexed: 09/11/2023] Open
Abstract
BACKGROUND Pulmonary arterial hypertension is a major cause of death in systemic lupus erythematosus, but there are no tools specialized for predicting survival in systemic lupus erythematosus-associated pulmonary arterial hypertension. RESEARCH QUESTION To develop a practical model for predicting long-term prognosis in patients with systemic lupus erythematosus-associated pulmonary arterial hypertension. METHODS A prognostic model was developed from a multicenter, longitudinal national cohort of consecutively evaluated patients with systemic lupus erythematosus-associated pulmonary arterial hypertension. The study was conducted between November 2006 and February 2020. All-cause death was defined as the endpoint. Cox regression and least absolute shrinkage and selection operators were used to fit the model. Internal validation of the model was assessed by discrimination and calibration using bootstrapping. RESULTS Of 310 patients included in the study, 81 (26.1%) died within a median follow-up of 5.94 years (interquartile range 4.67-7.46). The final prognostic model included eight variables: modified World Health Organization functional class, 6-min walking distance, pulmonary vascular resistance, estimated glomerular filtration rate, thrombocytopenia, mild interstitial lung disease, N-terminal pro-brain natriuretic peptide/brain natriuretic peptide level, and direct bilirubin level. A 5-year death probability predictive algorithm was established and validated using the C-index (0.77) and a satisfactory calibration curve. Risk stratification was performed based on the predicted probability to improve clinical decision-making. CONCLUSIONS This new risk stratification model for systemic lupus erythematosus-associated pulmonary arterial hypertension may provide individualized prognostic probability using readily obtained clinical risk factors. External validation is required to demonstrate the accuracy of this model's predictions in diverse patient populations.
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Affiliation(s)
- Jingge Qu
- Department of Rheumatology, Peking Union Medical College Hospital (PUMCH), Peking Union Medical College & Chinese Academy of Medical Sciences, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Ministry of Science & Technology, Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, State Key Laboratory of Complex Severe and Rare Diseases, Ministry of Science and Technology, No. 1 Shuaifuyuan, Wangfujing Ave, Beijing, 100730, China
- Department of Respiratory and Critical Care Medicine, Peking University Third Hospital, Beijing, China
| | - Mengtao Li
- Department of Rheumatology, Peking Union Medical College Hospital (PUMCH), Peking Union Medical College & Chinese Academy of Medical Sciences, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Ministry of Science & Technology, Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, State Key Laboratory of Complex Severe and Rare Diseases, Ministry of Science and Technology, No. 1 Shuaifuyuan, Wangfujing Ave, Beijing, 100730, China.
| | - Xiao Zhang
- Department of Rheumatology, Guangdong General Hospital, Guangzhou, China
| | - Miaojia Zhang
- Department of Rheumatology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Xiaoxia Zuo
- Department of Rheumatology, Xiangya Hospital, Central South University, Changsha, China
| | - Ping Zhu
- Department of Clinical Immunology, PLA Specialized Research Institute of Rheumatology and Immunology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Shuang Ye
- Department of Rheumatology, School of Medicine, Shanghai Jiao Tong University, Ren Ji Hospital South Campus, Shanghai, China
| | - Wei Zhang
- Department of Rheumatology, School of Medicine, Ren Ji Hospital, Shanghai Jiao Tong University, Shanghai, China
| | - Yi Zheng
- Department of Rheumatology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Wufang Qi
- Department of Rheumatology, The First Central Hospital, Tianjin, China
| | - Yang Li
- Department of Rheumatology, The Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Zhuoli Zhang
- Department of Rheumatology and Clinical Immunology, Peking University First Hospital, Beijing, China
| | - Feng Ding
- Department of Rheumatology, Qilu Hospital of Shandong University, Jinan, China
| | - Jieruo Gu
- Department of Rheumatology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, China
| | - Yi Liu
- Department of Rheumatology and Immunology, West China Hospital, Sichuan University, Chengdu, China
| | - Junyan Qian
- Department of Rheumatology, Peking Union Medical College Hospital (PUMCH), Peking Union Medical College & Chinese Academy of Medical Sciences, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Ministry of Science & Technology, Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, State Key Laboratory of Complex Severe and Rare Diseases, Ministry of Science and Technology, No. 1 Shuaifuyuan, Wangfujing Ave, Beijing, 100730, China
| | - Can Huang
- Department of Rheumatology, Peking Union Medical College Hospital (PUMCH), Peking Union Medical College & Chinese Academy of Medical Sciences, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Ministry of Science & Technology, Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, State Key Laboratory of Complex Severe and Rare Diseases, Ministry of Science and Technology, No. 1 Shuaifuyuan, Wangfujing Ave, Beijing, 100730, China
| | - Jiuliang Zhao
- Department of Rheumatology, Peking Union Medical College Hospital (PUMCH), Peking Union Medical College & Chinese Academy of Medical Sciences, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Ministry of Science & Technology, Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, State Key Laboratory of Complex Severe and Rare Diseases, Ministry of Science and Technology, No. 1 Shuaifuyuan, Wangfujing Ave, Beijing, 100730, China
| | - Qian Wang
- Department of Rheumatology, Peking Union Medical College Hospital (PUMCH), Peking Union Medical College & Chinese Academy of Medical Sciences, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Ministry of Science & Technology, Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, State Key Laboratory of Complex Severe and Rare Diseases, Ministry of Science and Technology, No. 1 Shuaifuyuan, Wangfujing Ave, Beijing, 100730, China
| | - Yongtai Liu
- Department of Cardiology, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, State Key Laboratory of Complex Severe and Rare Diseases, Ministry of Science & Technology, Beijing, China
| | - Zhuang Tian
- Department of Cardiology, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, State Key Laboratory of Complex Severe and Rare Diseases, Ministry of Science & Technology, Beijing, China
| | - Yanhong Wang
- Department of Epidemiology and Bio-Statistics, Institute of Basic Medical Sciences, China Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wei Wei
- Department of Rheumatology, Tianjin Medical University General Hospital, No. 154 Anshan Street, Tianjin, 300052, China.
| | - Xiaofeng Zeng
- Department of Rheumatology, Peking Union Medical College Hospital (PUMCH), Peking Union Medical College & Chinese Academy of Medical Sciences, National Clinical Research Center for Dermatologic and Immunologic Diseases (NCRC-DID), Ministry of Science & Technology, Key Laboratory of Rheumatology and Clinical Immunology, Ministry of Education, State Key Laboratory of Complex Severe and Rare Diseases, Ministry of Science and Technology, No. 1 Shuaifuyuan, Wangfujing Ave, Beijing, 100730, China.
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Xu W, Deng M, Zhang L, Zhang P, Gao Q, Tao X, Zhen Y, Liu X, Jin N, Chen W, Xie W, Liu M. Qualification of Ventricular Flow in Patients With Precapillary Pulmonary Hypertension With 4-dimensional Flow Magnetic Resonance Imaging. J Thorac Imaging 2023; 38:00005382-990000000-00068. [PMID: 37199439 PMCID: PMC10597405 DOI: 10.1097/rti.0000000000000715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
PURPOSE Our goal was to study both right and left ventricular blood flow in patients with precapillary pulmonary hypertension (pre-PH) with 4-dimensional (4D) flow magnetic resonance imaging (MRI) and to analyze their correlation with cardiac functional metrics on cardiovascular magnetic resonance (CMR) and hemodynamics from right heart catheterization (RHC). MATERIALS AND METHODS 129 patients (64 females, mean age 47 ± 13 y) including 105 patients with pre-PH (54 females, mean age 49 ± 13 y) and 24 patients without PH (10 females, mean age 40 ± 12 y) were retrospectively included. All patients underwent CMR and RHC within 48 hours. 4D flow MRI was acquired using a 3-dimensional retrospectively electrocardiograph-triggered, navigator-gated phase contrast sequence. Right and left ventricular flow components including the percentages of direct flow (PDF), retained inflow (PRI), delayed ejection flow (PDE), and residual volume (PRVo) were respectively quantified. The ventricular flow components between patients with pre-PH and non-PH were compared and correlations of flow components with CMR functional metrics and hemodynamics measured with RHC were analyzed. Biventricular flow components were compared between survivors and deceased patients during the perioperative period. RESULTS Right ventricular (RV) PDF and PDE significantly correlated with RVEDV and RV ejection fraction. RV PDF negatively correlated with pulmonary arterial pressure (PAP) and pulmonary vascular resistance. When the RV PDF was <11%, the sensitivity and specificity of RV PDF for predicting mean PAP ≥25 mm Hg were 88.6% and 98.7%, respectively, with an area under the curve value of 0.95 ± 0.02. When RV PRVo was more than 42%, the sensitivity and specificity of RV PRVo for predicting mean PAP ≥25 mm Hg were 85.7% and 98.5%, respectively, with an area under the curve value of 0.95 ± 0.01. Nine patients died during the perioperative period. Biventricular PDF, RV PDE, and PRI of survivors were higher than nonsurvivors whereas RV PRVo increased in deceased patients. CONCLUSIONS Biventricular flow analysis with 4D flow MRI provides comprehensive information about the severity and cardiac remodeling of PH and may be a predictor of perioperative death of patients with pre-PH.
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Affiliation(s)
- Wenqing Xu
- Peking University China-Japan Friendship School of Clinical Medicine
| | - Mei Deng
- Chinese Academy of Medical Sciences and Peking Union Medical College
| | | | | | - Qian Gao
- Department of Pulmonary and Critical Care Medicine
| | - Xincao Tao
- Department of Pulmonary and Critical Care Medicine
| | - Yanan Zhen
- Department of Cardiovascular Surgery, China-Japan Friendship Hospital, Beijing, China
| | - Xiaopeng Liu
- Department of Cardiovascular Surgery, China-Japan Friendship Hospital, Beijing, China
| | - Ning Jin
- Siemens Medical Solution, Chicago, IL, USA
| | - Wenhui Chen
- Department of Pulmonary and Critical Care Medicine
| | - Wanmu Xie
- Department of Pulmonary and Critical Care Medicine
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The Balance between the Left and Right Ventricular Deformation Evaluated by Speckle Tracking Echocardiography Is a Great Predictor of the Major Adverse Cardiac Event in Patients with Pulmonary Hypertension. Diagnostics (Basel) 2022; 12:diagnostics12092266. [PMID: 36140667 PMCID: PMC9497475 DOI: 10.3390/diagnostics12092266] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 09/08/2022] [Accepted: 09/14/2022] [Indexed: 11/25/2022] Open
Abstract
Cardiovascular failure is one of the most relevant causes of death in pulmonary hypertension (PH). With progressive increases of right ventricular (RV) afterload in PH patients, both RV and left ventricular (LV) function impair and RV–LV dyssynchrony develop in parallel. We aimed to analyze the balance between the left and right ventricular deformation to assess the outcome of patients with pulmonary hypertension by means of speckle tracking echocardiography. In this prospective study, 54 patients with invasively diagnosed pulmonary hypertension, and 26 healthy volunteers were included and underwent a broad panel of noninvasive assessment including 2D-echocardiography, 2D speckle tracking, 6-minute walking test and BNP. Patients were followed up for 338.7 ± 131.1 (range 60 to 572) days. There were significant differences in |LVGLS/RVFLS-1| and |LASc/RASc-1| between PH patients and the control group. During the follow up, 13 patients experienced MACEs, which included 7 patients with cardiac death and 6 patients with re-admitted hospital due to right ventricular dysfunction. In the multivariate Cox model analysis, |LVGLS/RVFLS-1| remained independent prognosis of markers (HR = 4.03). Our study findings show that |LVGLS/RVFLS-1| is of high clinical and prognostic relevance in pulmonary hypertension patients and reveal the importance of the balance between the left and right ventricular deformation.
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Deng J. Clinical application of pulmonary vascular resistance in patients with pulmonary arterial hypertension. J Cardiothorac Surg 2021; 16:311. [PMID: 34670595 PMCID: PMC8527803 DOI: 10.1186/s13019-021-01696-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 10/11/2021] [Indexed: 12/03/2022] Open
Abstract
Pulmonary arterial hypertension is a type of malignant pulmonary vascular disease, which is mainly caused by the increase of pulmonary vascular resistance due to the pathological changes of the pulmonary arteriole itself, which eventually leads to right heart failure and death. As one of the diagnostic indicators of hemodynamics, pulmonary vascular resistance plays an irreplaceable role in the pathophysiology, diagnosis and treatment of pulmonary arterial hypertension. It provides more references for the evaluation of pulmonary arterial hypertension patients. This article summarizes the clinical application of pulmonary vascular resistance in patients with pulmonary arterial hypertension.
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Affiliation(s)
- Jianying Deng
- Department of Cardiovascular Surgery, Chongqing Kanghua Zhonglian Cardiovascular Hospital, 168# Haier Road, District of Jiangbei, Chongqing, 400015, China.
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Echocardiography in Pulmonary Arterial Hypertension: Is It Time to Reconsider Its Prognostic Utility? J Clin Med 2021; 10:jcm10132826. [PMID: 34206876 PMCID: PMC8268493 DOI: 10.3390/jcm10132826] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2021] [Revised: 06/23/2021] [Accepted: 06/24/2021] [Indexed: 12/26/2022] Open
Abstract
Pulmonary arterial hypertension (PAH) is characterized by an insult in the pulmonary vasculature, with subsequent right ventricular (RV) adaptation to the increased afterload that ultimately leads to RV failure. The awareness of the importance of RV function in PAH has increased considerably because right heart failure is the predominant cause of death in PAH patients. Given its wide availability and reduced cost, echocardiography is of paramount importance in the evaluation of the right heart in PAH. Several echocardiographic parameters have been shown to have prognostic implications in PAH; however, the role of echocardiography in the risk assessment of the PAH patient is limited under the current guidelines. This review discusses the echocardiographic evaluation of the RV in PAH and during therapy, and its prognostic implications, as well as the potential significant role of repeated echocardiographic assessment in the follow-up of patients with PAH.
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Hemnes A, Rothman AMK, Swift AJ, Zisman LS. Role of biomarkers in evaluation, treatment and clinical studies of pulmonary arterial hypertension. Pulm Circ 2020; 10:2045894020957234. [PMID: 33282185 PMCID: PMC7682212 DOI: 10.1177/2045894020957234] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 08/19/2020] [Indexed: 12/13/2022] Open
Abstract
Pulmonary arterial hypertension is a complex disease resulting from the interplay of myriad biological and environmental processes that lead to remodeling of the pulmonary vasculature with consequent pulmonary hypertension. Despite currently available therapies, there remains significant morbidity and mortality in this disease. There is great interest in identifying and applying biomarkers to help diagnose patients with pulmonary arterial hypertension, inform prognosis, guide therapy, and serve as surrogate endpoints. An extensive literature on potential biomarker candidates is available, but barriers to the implementation of biomarkers for clinical use in pulmonary arterial hypertension are substantial. Various omic strategies have been undertaken to identify key pathways regulated in pulmonary arterial hypertension that could serve as biomarkers including genomic, transcriptomic, proteomic, and metabolomic approaches. Other biologically relevant components such as circulating cells, microRNAs, exosomes, and cell-free DNA have recently been gaining attention. Because of the size of the datasets generated by these omic approaches and their complexity, artificial intelligence methods are being increasingly applied to decipher their meaning. There is growing interest in imaging the lung with various modalities to understand and visualize processes in the lung that lead to pulmonary vascular remodeling including high resolution computed tomography, Xenon magnetic resonance imaging, and positron emission tomography. Such imaging modalities have the potential to demonstrate disease modification resulting from therapeutic interventions. Because right ventricular function is a major determinant of prognosis, imaging of the right ventricle with echocardiography or cardiac magnetic resonance imaging plays an important role in the evaluation of patients and may also be useful in clinical studies of pulmonary arterial hypertension.
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Affiliation(s)
- Anna Hemnes
- Vanderbilt University Medical Center, Nashville, TN, USA
| | | | - Andrew J Swift
- University of Sheffield and Sheffield Teaching Hospitals NHS Trust, Sheffield, UK
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Zou H, Leng S, Xi C, Zhao X, Koh AS, Gao F, Tan JL, Tan RS, Allen JC, Lee LC, Genet M, Zhong L. Three-dimensional biventricular strains in pulmonary arterial hypertension patients using hyperelastic warping. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2020; 189:105345. [PMID: 31982668 PMCID: PMC7198336 DOI: 10.1016/j.cmpb.2020.105345] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Revised: 01/16/2020] [Accepted: 01/16/2020] [Indexed: 06/10/2023]
Abstract
BACKGROUND AND OBJECTIVE Evaluation of biventricular function is an essential component of clinical management in pulmonary arterial hypertension (PAH). This study aims to examine the utility of biventricular strains derived from a model-to-image registration technique in PAH patients in comparison to age- and gender-matched normal controls. METHODS A three-dimensional (3D) model was reconstructed from cine short- and long-axis cardiac magnetic resonance (CMR) images and subsequently partitioned into right ventricle (RV), left ventricle (LV) and septum. The hyperelastic warping method was used to register the meshed biventricular finite element model throughout the cardiac cycle and obtain the corresponding biventricular circumferential, longitudinal and radial strains. RESULTS Intra- and inter-observer reproducibility of biventricular strains was excellent with all intra-class correlation coefficients > 0.84. 3D biventricular longitudinal, circumferential and radial strains for RV, LV and septum were significantly decreased in PAH patients compared with controls. Receiver operating characteristic (ROC) analysis showed that the 3D biventricular strains were better early markers (Area under the ROC curve = 0.96 for RV longitudinal strain) of ventricular dysfunction than conventional parameters such as two-dimensional strains and ejection fraction. CONCLUSIONS Our highly reproducible methodology holds potential for extending CMR imaging to characterize 3D biventricular strains, eventually leading to deeper understanding of biventricular mechanics in PAH.
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Affiliation(s)
- Hua Zou
- National Heart Research Institute Singapore, National Heart Centre Singapore, Singapore
| | - Shuang Leng
- National Heart Research Institute Singapore, National Heart Centre Singapore, Singapore
| | - Ce Xi
- Department of Mechanical Engineering, Michigan State University, MI, United States
| | - Xiaodan Zhao
- National Heart Research Institute Singapore, National Heart Centre Singapore, Singapore
| | - Angela S Koh
- National Heart Research Institute Singapore, National Heart Centre Singapore, Singapore; Duke-NUS Medical School, Singapore
| | - Fei Gao
- National Heart Research Institute Singapore, National Heart Centre Singapore, Singapore
| | - Ju Le Tan
- National Heart Research Institute Singapore, National Heart Centre Singapore, Singapore; Duke-NUS Medical School, Singapore
| | - Ru-San Tan
- National Heart Research Institute Singapore, National Heart Centre Singapore, Singapore; Duke-NUS Medical School, Singapore
| | | | - Lik Chuan Lee
- Department of Mechanical Engineering, Michigan State University, MI, United States
| | - Martin Genet
- Mechanics Department & Solid Mechanics Laboratory, École Polytechnique (Paris-Saclay University), Palaiseau, France; M3DISIM research team, INRIA (Paris-Saclay University), Palaiseau, France
| | - Liang Zhong
- National Heart Research Institute Singapore, National Heart Centre Singapore, Singapore; Duke-NUS Medical School, Singapore.
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Weiss A, Boehm M, Egemnazarov B, Grimminger F, Savai Pullamsetti S, Kwapiszewska G, Schermuly RT. Kinases as potential targets for treatment of pulmonary hypertension and right ventricular dysfunction. Br J Pharmacol 2020; 178:31-53. [PMID: 31709514 DOI: 10.1111/bph.14919] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Revised: 10/07/2019] [Accepted: 10/21/2019] [Indexed: 12/11/2022] Open
Abstract
Pulmonary hypertension (PH) is a progressive pulmonary vasculopathy that causes chronic right ventricular pressure overload and often leads to right ventricular failure. Various kinase inhibitors have been studied in the setting of PH and either improved or worsened the disease, highlighting the importance of understanding the specific role of the respective kinases in a spatiotemporal cellular context. In this review, we will summarize the knowledge on the role of kinases in PH and focus on druggable targets for which certain criteria are met: (a) deregulation of the kinase in PH; (b) small-molecule inhibitors are available (e.g. from the oncology field); (c) preclinical studies have shown their efficacy in PH models; and (d) when available, therapeutic exploitation in human PH has been initiated. Along this line, clinical considerations such as personalized medicine approaches to predict therapy response and adverse side events such as cardiotoxicity together with their clinical management are discussed. LINKED ARTICLES: This article is part of a themed issue on Risk factors, comorbidities, and comedications in cardioprotection. To view the other articles in this section visit http://onlinelibrary.wiley.com/doi/10.1111/bph.v178.1/issuetoc.
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Affiliation(s)
- Astrid Weiss
- Department of Internal Medicine, Justus-Liebig University Giessen, Giessen, Germany.,German Center for Lung Research (DZL), Giessen, Germany
| | - Mario Boehm
- Department of Internal Medicine, Justus-Liebig University Giessen, Giessen, Germany.,German Center for Lung Research (DZL), Giessen, Germany
| | | | - Friedrich Grimminger
- Department of Internal Medicine, Justus-Liebig University Giessen, Giessen, Germany.,German Center for Lung Research (DZL), Giessen, Germany
| | | | - Grazyna Kwapiszewska
- Ludwig Boltzmann Institute for Lung Vascular Research, Graz, Austria.,Otto Loewi Center, Physiology, Medical University of Graz, Graz, Austria
| | - Ralph T Schermuly
- Department of Internal Medicine, Justus-Liebig University Giessen, Giessen, Germany
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Meng X, Li Y, Li H, Wang Y, Zhu W, Lu X. Right atrial function in patients with pulmonary hypertension: A study with two-dimensional speckle-tracking echocardiography. Int J Cardiol 2018; 255:200-205. [PMID: 29425560 DOI: 10.1016/j.ijcard.2017.11.093] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2017] [Revised: 11/13/2017] [Accepted: 11/27/2017] [Indexed: 01/10/2023]
Abstract
BACKGROUND The role of right atrial (RA) dysfunction in patients with pulmonary hypertension (PH), as evaluated by two-dimensional speckle-tracking echocardiography (2D-STE) remains to be determined. METHODS Sixty consecutive PH patients and 30 healthy volunteers were included. RA function was evaluated by 2D-STE, and the following parameters were recorded: an average longitudinal strain (LS) curve that included LSpos during RA filling and LSneg representing RA active contraction (their summation is LStot), the phasic RA volumes, total RA emptying fraction, and the ratio of RA passive and active emptying to total emptying. The associations between these indices and the results of invasive pulmonary hemodynamics, cardiac structure and function, and NT-terminal pro brain natriuretic peptide (NT-proBNP) level were evaluated. RESULTS LStot, total RA emptying fraction, LSpos, passive RA emptying fraction were significantly lower, while the contribution of active RA empting fraction/total RA emptying fraction was higher in PH patients than in controls. Among PH patients, LStot was negatively correlated with greater RA size, RA pressure, and pulmonary vascular resistance, but not pulmonary artery pressure, while LStot was also negatively associated with right ventricular enlargement and higher NT-proBNP. In receiver-operator characteristic analysis, RA LStot was of optimal accuracy for prediction of WHO-function class ≥III in PH patients. CONCLUSIONS PH was associated with impaired reservoir and conduit function, but enhanced active contract function of RA, while RA LStot confers an optimal predictive effect of poor WHO-function class in PH patients.
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Affiliation(s)
- Xiangli Meng
- Department of Echocardiography, Heart Center, Beijing Chao Yang Hospital, Capital Medical University, Beijing, 100020, China
| | - Yidan Li
- Department of Echocardiography, Heart Center, Beijing Chao Yang Hospital, Capital Medical University, Beijing, 100020, China
| | - Hong Li
- Department of Echocardiography, Heart Center, Beijing Chao Yang Hospital, Capital Medical University, Beijing, 100020, China
| | - Yidan Wang
- Department of Echocardiography, Heart Center, Beijing Chao Yang Hospital, Capital Medical University, Beijing, 100020, China
| | - Weiwei Zhu
- Department of Echocardiography, Heart Center, Beijing Chao Yang Hospital, Capital Medical University, Beijing, 100020, China
| | - Xiuzhang Lu
- Department of Echocardiography, Heart Center, Beijing Chao Yang Hospital, Capital Medical University, Beijing, 100020, China.
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11
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Schäfer M, Collins KK, Browne LP, Ivy DD, Abman S, Friesen R, Frank B, Fonseca B, DiMaria M, Hunter KS, Truong U, von Alvensleben JC. Effect of electrical dyssynchrony on left and right ventricular mechanics in children with pulmonary arterial hypertension. J Heart Lung Transplant 2018; 37:870-878. [PMID: 29496397 DOI: 10.1016/j.healun.2018.01.1308] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2017] [Revised: 12/12/2017] [Accepted: 01/31/2018] [Indexed: 01/28/2023] Open
Abstract
BACKGROUND Electrical and right ventricular (RV) mechanical dyssynchrony has been previously described in pediatric pulmonary arterial hypertension (PAH), but less is known about the relationship between electrical dyssynchrony and biventricular function. In this study we applied cardiac magnetic resonance (CMR) imaging to evaluate biventricular size and function with a focus on left ventricular (LV) strain mechanics in pediatric PAH patients with and without electrical dyssynchrony. METHODS Fifty-six children with PAH and comprehensive CMR evaluation were stratified based on QRS duration z-score, with electrical dyssynchrony defined as z-score ≥2. Comprehensive biventricular volumetric, dyssynchrony, and strain analysis was performed. RESULTS Nineteen PAH patients had or developed electrical dyssynchrony. Patients with electrical dyssynchrony had significantly reduced RV ejection fraction (35% vs 50%, p = 0.003) and greater end-diastolic (168 vs 112 ml/m2, p = 0.041) and end-systolic (119 vs 57, ml/m2, p = 0.026) volumes. Patients with electrical dyssynchrony had reduced RV longitudinal strain (-14% vs -19%, p = 0.007), LV circumferential strain measured at the free wall (-19% vs -22%, p = 0.047), and the LV longitudinal strain in the septal region (-10% vs -15%, p = 0.0268). LV mechanical intraventricular dyssynchrony was reduced in patients with electrical dyssynchrony at the LV free wall (43 vs 19 ms, p = 0.019). CONCLUSIONS The electrical dyssynchrony is associated with the reduced LV strain, enlarged RV volumes, and reduced biventricular function in children with PAH. CMR assessment of biventricular mechanical function with respect to QRS duration may help to detect pathophysiologic processes associated with progressed PAH.
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Affiliation(s)
- Michal Schäfer
- Division of Cardiology, Heart Institute, Children's Hospital Colorado, Anschutz Medical Campus, University of Colorado Denver, Aurora, Colorado.
| | - Kathryn K Collins
- Division of Cardiology, Heart Institute, Children's Hospital Colorado, Anschutz Medical Campus, University of Colorado Denver, Aurora, Colorado
| | - Lorna P Browne
- Department of Radiology, Breathing Institute, Children's Hospital Colorado, Anschutz Medical Campus, University of Colorado Denver, Aurora, Colorado
| | - D Dunbar Ivy
- Division of Cardiology, Heart Institute, Children's Hospital Colorado, Anschutz Medical Campus, University of Colorado Denver, Aurora, Colorado
| | - Steven Abman
- Division of Pulmonology, Breathing Institute, Children's Hospital Colorado, Anschutz Medical Campus, University of Colorado Denver, Aurora, Colorado
| | - Richard Friesen
- Division of Cardiology, Heart Institute, Children's Hospital Colorado, Anschutz Medical Campus, University of Colorado Denver, Aurora, Colorado
| | - Benjamin Frank
- Division of Cardiology, Heart Institute, Children's Hospital Colorado, Anschutz Medical Campus, University of Colorado Denver, Aurora, Colorado
| | - Brian Fonseca
- Division of Cardiology, Heart Institute, Children's Hospital Colorado, Anschutz Medical Campus, University of Colorado Denver, Aurora, Colorado
| | - Michael DiMaria
- Division of Cardiology, Heart Institute, Children's Hospital Colorado, Anschutz Medical Campus, University of Colorado Denver, Aurora, Colorado
| | - Kendall S Hunter
- Division of Cardiology, Heart Institute, Children's Hospital Colorado, Anschutz Medical Campus, University of Colorado Denver, Aurora, Colorado
| | - Uyen Truong
- Division of Cardiology, Heart Institute, Children's Hospital Colorado, Anschutz Medical Campus, University of Colorado Denver, Aurora, Colorado
| | - Johannes C von Alvensleben
- Division of Cardiology, Heart Institute, Children's Hospital Colorado, Anschutz Medical Campus, University of Colorado Denver, Aurora, Colorado
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12
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Salamo O, Mortaz E, Mirsaeidi M. Noncoding RNAs: New Players in Pulmonary Medicine and Sarcoidosis. Am J Respir Cell Mol Biol 2018; 58:147-156. [DOI: 10.1165/rcmb.2017-0196tr] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Affiliation(s)
- Oriana Salamo
- Division of Pulmonary and Critical Care, University of Miami, Miami, Florida
| | - Esmaeil Mortaz
- Division of Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Faculty of Science, Utrecht University, Utrecht, the Netherlands; and
| | - Mehdi Mirsaeidi
- Division of Pulmonary and Critical Care, University of Miami, Miami, Florida
- Section of Pulmonary Medicine, Miami Veterans Affairs Healthcare System, Miami, Florida
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13
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Sato T, Ambale-Venkatesh B, Lima JAC, Zimmerman SL, Tedford RJ, Fujii T, Hulme OL, Pullins EH, Corona-Villalobos CP, Zamanian RT, Minai OA, Girgis RE, Chin K, Khair R, Damico RL, Kolb TM, Mathai SC, Hassoun PM. The impact of ambrisentan and tadalafil upfront combination therapy on cardiac function in scleroderma associated pulmonary arterial hypertension patients: cardiac magnetic resonance feature tracking study. Pulm Circ 2017; 8:2045893217748307. [PMID: 29251556 PMCID: PMC6018906 DOI: 10.1177/2045893217748307] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
The aim of this study was to evaluate the effect of upfront combination therapy with ambrisentan and tadalafil on left ventricular (LV) and right ventricular (RV) function in patients with systemic sclerosis-associated pulmonary arterial hypertension (SSc-PAH). LV and RV peak longitudinal and circumferential strain and strain rate (SR), which consisted of peak systolic SR (SRs), peak early diastolic SR (SRe), and peak atrial-diastolic SR (SRa) were analyzed using cardiac magnetic resonance imaging (CMRI) data from the recently published ATPAHSS-O trial (ambrisentan and tadalafil upfront combination therapy in SSc-PAH). Twenty-one patients completed the study protocol. Measures of RV systolic function (RV free wall [RVFW] peak longitudinal strain [pLS], RVFW peak longitudinal SRs [pLSRs]) and RV diastolic function (RVFW peak longitudinal SRa [pLSRa], RVFW peak circumferential SRe) were improved after treatment. LV systolic function (LV peak global longitudinal strain [pGLS]) and diastolic function (LV peak global longitudinal SRe [pGLSRe]) were also significantly improved at follow-up. Increased 6-min walk distance was significantly correlated with RVFW pLS and pLSRs, while the decrease in N-terminal pro-brain natriuretic peptide was correlated with LV pGLS. Increased cardiac index was associated with improved LV pGLSRe, and reduction in mean right atrial pressure was correlated with improved RVFW pLS and pLSRa. Combination therapy was associated with a significant improvement in both RV and LV function as assessed by CMR-derived strain and SR. Importantly, the improvement in RV and LV strain and SR correlated with improvements in known prognostic markers of PAH. (Approved by clinicaltrials.gov [NCT01042158] before patient recruitment.)
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Affiliation(s)
- Takahiro Sato
- 1 Division of Pulmonary and Critical Care Medicine, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Bharath Ambale-Venkatesh
- 2 Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Joao A C Lima
- 3 Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Stefan L Zimmerman
- 2 Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ryan J Tedford
- 3 Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Tomoki Fujii
- 3 Division of Cardiology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Olivia L Hulme
- 1 Division of Pulmonary and Critical Care Medicine, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Erica H Pullins
- 1 Division of Pulmonary and Critical Care Medicine, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Celia P Corona-Villalobos
- 2 Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Roham T Zamanian
- 4 Division of Pulmonary & Critical Care Medicine, Stanford University School of Medicine, Stanford, CA, USA
| | - Omar A Minai
- 5 Division of Pulmonary and Critical Care Medicine, The Cleveland Clinic, Cleveland, OH, USA
| | - Reda E Girgis
- 6 Division of Pulmonary Medicine, Spectrum Health/Michigan State University, Grand Rapids, MI, USA
| | - Kelly Chin
- 7 Division of Pulmonary and Critical Care Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Rubina Khair
- 1 Division of Pulmonary and Critical Care Medicine, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Rachel L Damico
- 1 Division of Pulmonary and Critical Care Medicine, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Todd M Kolb
- 1 Division of Pulmonary and Critical Care Medicine, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Stephen C Mathai
- 1 Division of Pulmonary and Critical Care Medicine, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Paul M Hassoun
- 1 Division of Pulmonary and Critical Care Medicine, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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14
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Alajaji W, Baydoun A, Al-Kindi SG, Henry L, Hanna MA, Oliveira GH. Digoxin therapy for cor pulmonale: A systematic review. Int J Cardiol 2016; 223:320-324. [DOI: 10.1016/j.ijcard.2016.08.018] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2016] [Revised: 08/01/2016] [Accepted: 08/02/2016] [Indexed: 12/23/2022]
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15
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Metra M, Carubelli V, Ravera A, Stewart Coats AJ. Heart failure 2016: still more questions than answers. Int J Cardiol 2016; 227:766-777. [PMID: 27838123 DOI: 10.1016/j.ijcard.2016.10.060] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/31/2016] [Revised: 10/23/2016] [Accepted: 10/23/2016] [Indexed: 12/21/2022]
Abstract
Heart failure has reached epidemic proportions given the ageing of populations and is associated with high mortality and re-hospitalization rates. This article reviews and summarizes recent advances in the diagnosis, assessment and treatment of the patients with heart failure. Data are discussed based also on the most recent guidelines indications. Open issues and unmet needs are highlighted.
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Affiliation(s)
- Marco Metra
- Cardiology, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, Italy.
| | - Valentina Carubelli
- Cardiology, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, Italy
| | - Alice Ravera
- Cardiology, Department of Medical and Surgical Specialties, Radiological Sciences, and Public Health, University of Brescia, Italy
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16
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Claus P, Omar AMS, Pedrizzetti G, Sengupta PP, Nagel E. Tissue Tracking Technology for Assessing Cardiac Mechanics: Principles, Normal Values, and Clinical Applications. JACC Cardiovasc Imaging 2016; 8:1444-1460. [PMID: 26699113 DOI: 10.1016/j.jcmg.2015.11.001] [Citation(s) in RCA: 310] [Impact Index Per Article: 38.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2015] [Accepted: 11/06/2015] [Indexed: 02/06/2023]
Abstract
Tissue tracking technologies such as speckle tracking echocardiography and feature tracking cardiac magnetic resonance have enhanced the noninvasive assessment of myocardial deformation in clinical research and clinical practice. The widespread enthusiasm for using tissue tracking techniques in research and clinical practice stems from the ready applicability of these technologies to routine echocardiographic or cardiac magnetic resonance images. The technology is common to both modalities, and derived parameters to describe myocardial mechanics are the similar, albeit with different accuracies. We provide an overview of the normal values and reproducibility of the clinically applicable parameters, together with their clinical validation. The use of these technologies in different clinical scenarios, and the additive value to current imaging diagnostics are discussed.
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Affiliation(s)
- Piet Claus
- Laboratory for Cardiovascular Imaging and Dynamics, Department of Cardiovascular Sciences, KU Leuven, Leuven, Belgium
| | - Alaa Mabrouk Salem Omar
- Zena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, New York; Department of Internal Medicine, Medical Division, National Research Centre, Dokki, Cairo, Egypt
| | - Gianni Pedrizzetti
- Department of Engineering and Architecture, University of Trieste, Trieste, Italy
| | - Partho P Sengupta
- Zena and Michael A. Wiener Cardiovascular Institute, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Eike Nagel
- Institute of Cardiovascular Imaging, Goethe University Frankfurt and German Centre for Cardiovascular Research ([DZHK], partner site Rhine-Main), Frankfurt, Germany.
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17
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Querejeta Roca G, Campbell P, Claggett B, Solomon SD, Shah AM. Right Atrial Function in Pulmonary Arterial Hypertension. Circ Cardiovasc Imaging 2016; 8:e003521; discussion e003521. [PMID: 26514759 DOI: 10.1161/circimaging.115.003521] [Citation(s) in RCA: 72] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
BACKGROUND Elevated right atrial (RA) pressure is an established prognostic measure in pulmonary arterial hypertension (PAH). However, little is known about perturbations in RA function in PAH. METHODS AND RESULTS Reservoir (RA longitudinal strain [RA LS]), conduit (RA early LS rate), and active (RA late LS rate) phases were assessed by 2D speckle tracking in 65 patients with PAH, 6-minute walk distance ≤450 m, and a pulmonary vascular resistance >800 dynes·s/cm(5), despite therapy with at least 2 PAH-specific medications enrolled in the Imatinib in Pulmonary Arterial Hypertension, a Randomized Efficacy Study (IMPRES) trial and were compared with 30 healthy controls of similar age and sex. We studied the association of RA functional measures with invasive pulmonary hemodynamics, cardiac structure and function, and N-terminal pro brain natriuretic peptide. RA LS and early LS rate were reduced in PAH patients compared with controls (27.1±11.6 versus 56.9±12.7, adjusted P<0.001 and -0.6±0.5 versus -1.5±0.5, adjusted P<0.001, respectively) even after adjusting for RA area and invasive RA pressure, whereas RA late LS rate was similar between groups (-1.4±0.7 versus -1.5±0.4, P=0.42). Among PAH patients, worse RA LS correlated with greater RA size (r=-0.50, P<0.0001) and pressure (r=-0.37, P=0.002), but not pulmonary artery pressure (r=-0.07, P=0.58). Worse RA LS was also associated with right ventricular enlargement and dysfunction and higher N-terminal pro brain natriuretic peptide independent of RA size and pressure. CONCLUSIONS RA reservoir and passive conduit functions are impaired in PAH, independent of RA size and pressure, and likely reflect right ventricular failure and overload. CLINICAL TRIAL REGISTRATION URL: http://www.clinicaltrials.gov. Unique identifier: NCT00902174.
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Affiliation(s)
| | - Patricia Campbell
- From the Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, MA
| | - Brian Claggett
- From the Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, MA
| | - Scott D Solomon
- From the Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, MA
| | - Amil M Shah
- From the Division of Cardiovascular Medicine, Brigham and Women's Hospital, Boston, MA.
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18
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Polanco-Briceno S, Glass D, Caze A. Self-reported physician practices in pulmonary arterial hypertension: Diagnosis, assessment, and referral. Contemp Clin Trials Commun 2015; 2:54-60. [PMID: 29736446 PMCID: PMC5935852 DOI: 10.1016/j.conctc.2015.12.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2015] [Revised: 12/21/2015] [Accepted: 12/23/2015] [Indexed: 11/16/2022] Open
Abstract
Background Numerous clinical trials have contributed to rapid advancements in the diagnosis and management of pulmonary arterial hypertension (PAH), yet patients often do not undergo right heart catheterization (RHC) with vasoreactivity testing and may receive a delayed or incorrect diagnosis. Efforts to improve standards of care include the designation of Pulmonary Hypertension Association (PHA)-Accredited PH Care Centers (PHCCs). This study evaluated current practices in the diagnosis and assessment of PAH. Methods A survey of 167 physicians who had ≥1 claim for PAH in the past 3 months was conducted. Results Of 167 respondents, 15% were affiliated with a PHCC, 40% had referred ≥1 patient with diagnosed PAH, and 79% had ≥1 patient referred to them by another physician who they then newly diagnosed with PAH. More than half (52%) reported having ≥1 patient who was previously misdiagnosed with PAH referred to them by another physician. RHC and vasoreactivity testing, respectively, were performed in 43% and 33% of patients with PAH who respondents referred to another physician, 86% and 67% of patients newly diagnosed by respondents, and 84% and 57% of patients who respondents considered accurately diagnosed prior to being referred to them. Respondents affiliated with a PHCC were more likely to try to refer to another physician affiliated with a PHCC, and to perform RHC and vasoreactivity testing. Conclusions Self-reported clinical practices often deviated from established guidelines. Future research should focus on both clinical efficacy and ways to encourage clinicians to bring their practices in line with well-supported, evidence-based recommendations.
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Affiliation(s)
| | - Daniel Glass
- Deerfield Institute, 780 Third Avenue, 37th floor, New York, NY, 10017, USA
| | - Alexis Caze
- Deerfield Institute, 780 Third Avenue, 37th floor, New York, NY, 10017, USA
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