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Forbes LM, Bauer N, Bhadra A, Bogaard HJ, Choudhary G, Goss KN, Gräf S, Heresi GA, Hopper RK, Jose A, Kim Y, Klouda T, Lahm T, Lawrie A, Leary PJ, Leopold JA, Oliveira SD, Prisco SZ, Rafikov R, Rhodes CJ, Stewart DJ, Vanderpool RR, Yuan K, Zimmer A, Hemnes AR, de Jesus Perez VA, Wilkins MR. Precision Medicine for Pulmonary Vascular Disease: The Future Is Now (2023 Grover Conference Series). Pulm Circ 2025; 15:e70027. [PMID: 39749110 PMCID: PMC11693987 DOI: 10.1002/pul2.70027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2024] [Revised: 11/25/2024] [Accepted: 12/02/2024] [Indexed: 01/04/2025] Open
Abstract
Pulmonary vascular disease is not a single condition; rather it can accompany a variety of pathologies that impact the pulmonary vasculature. Applying precision medicine strategies to better phenotype, diagnose, monitor, and treat pulmonary vascular disease is increasingly possible with the growing accessibility of powerful clinical and research tools. Nevertheless, challenges exist in implementing these tools to optimal effect. The 2023 Grover Conference Series reviewed the research landscape to summarize the current state of the art and provide a better understanding of the application of precision medicine to managing pulmonary vascular disease. In particular, the following aspects were discussed: (1) Clinical phenotypes, (2) genetics, (3) epigenetics, (4) biomarker discovery, (5) application of precision biology to clinical trials, (6) the right ventricle (RV), and (7) integrating precision medicine to clinical care. The present review summarizes the content of these discussions and the prospects for the future.
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Affiliation(s)
- Lindsay M. Forbes
- Division of Pulmonary Sciences and Critical Care MedicineUniversity of ColoradoAuroraColoradoUSA
| | - Natalie Bauer
- Department of PharmacologyCollege of Medicine, University of South AlabamaMobileAlabamaUSA
- Department of Physiology and Cell BiologyUniversity of South AlabamaMobileAlabamaUSA
| | - Aritra Bhadra
- Department of PharmacologyCollege of Medicine, University of South AlabamaMobileAlabamaUSA
- Center for Lung BiologyCollege of Medicine, University of South AlabamaMobileAlabamaUSA
| | - Harm J. Bogaard
- Department of Pulmonary MedicineAmsterdam UMCAmsterdamNetherlands
| | - Gaurav Choudhary
- Division of CardiologyWarren Alpert Medical School of Brown UniversityProvidenceRhode IslandUSA
- Lifespan Cardiovascular InstituteRhode Island and Miriam HospitalsProvidenceRhode IslandUSA
- Department of CardiologyProvidence VA Medical CenterProvidenceRhode IslandUSA
| | - Kara N. Goss
- Department of Medicine and PediatricsUniversity of Texas Southwestern Medical CenterDallasTexasUSA
| | - Stefan Gräf
- Division of Computational Genomics and Genomic Medicine, Department of MedicineUniversity of Cambridge, Victor Phillip Dahdaleh Heart & Lung Research InstituteCambridgeUK
| | | | - Rachel K. Hopper
- Department of PediatricsStanford University School of MedicinePalo AltoCaliforniaUSA
| | - Arun Jose
- Division of Pulmonary, Critical Care, and Sleep MedicineUniversity of CincinnatiCincinnatiOhioUSA
| | - Yunhye Kim
- Division of Pulmonary MedicineBoston Children's HospitalBostonMAUSA
| | - Timothy Klouda
- Division of Pulmonary MedicineBoston Children's HospitalBostonMAUSA
| | - Tim Lahm
- Division of Pulmonary Sciences and Critical Care MedicineUniversity of ColoradoAuroraColoradoUSA
- Division of Pulmonary, Critical Care, and Sleep MedicineNational Jewish HealthDenverColoradoUSA
- Pulmonary and Critical Care SectionRocky Mountain Regional VA Medical CenterDenverColoradoUSA
| | - Allan Lawrie
- National Heart and Lung InstituteImperial College LondonLondonUK
| | - Peter J. Leary
- Departments of Medicine and EpidemiologyUniversity of WashingtonSeattleWashingtonUSA
| | - Jane A. Leopold
- Division of Cardiovascular MedicineBrigham and Women's Hospital, Harvard Medical SchoolBostonMassachusettsUSA
| | - Suellen D. Oliveira
- Department of Anesthesiology, Department of Physiology and BiophysicsUniversity of Illinois at ChicagoChicagoIllinoisUSA
| | - Sasha Z. Prisco
- Division of CardiovascularLillehei Heart Institute, University of MinnesotaMinneapolisMinnesotaUSA
| | - Ruslan Rafikov
- Department of MedicineIndiana UniversityIndianapolisIndianaUSA
| | | | - Duncan J. Stewart
- Ottawa Hospital Research InstituteFaculty of MedicineUniversity of OttawaOttawaOntarioCanada
| | | | - Ke Yuan
- Division of Pulmonary MedicineBoston Children's HospitalBostonMAUSA
| | - Alexsandra Zimmer
- Department of MedicineBrown UniversityProvidenceRhode IslandUSA
- Lifespan Cardiovascular InstituteRhode Island HospitalProvidenceRhode IslandUSA
| | - Anna R. Hemnes
- Division of Allergy, Pulmonary and Critical Care MedicineVanderbilt University Medical CenterNashvilleTennesseeUSA
| | - Vinicio A. de Jesus Perez
- Division of Pulmonary and Critical Care MedicineStanford University Medical CenterStanfordCaliforniaUSA
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Hemnes A, Fortune N, Simon K, Trenary IA, Shay S, Austin E, Young JD, Britain E, West J, Talati M. A multimodal approach identifies lactate as a central feature of right ventricular failure that is detectable in human plasma. Front Med (Lausanne) 2024; 11:1387195. [PMID: 39346939 PMCID: PMC11428650 DOI: 10.3389/fmed.2024.1387195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Accepted: 08/23/2024] [Indexed: 10/01/2024] Open
Abstract
Background In PAH metabolic abnormalities in multiple pathways are well-recognized features of right ventricular dysfunction, however, prior work has focused mainly on the use of a single "omic" modality to describe a single deranged pathway. We integrated metabolomic and epigenomic data using transcriptomics in failing and non-failing RVs from a rodent model to provide novel mechanistic insight and translated these findings to accessible human specimens by correlation with plasma from PAH patients. Methods Study was conducted in a doxycycline-inducible BMPR2 mutant mouse model of RV failure. Plasma was collected from controls and PAH patients. Transcriptomic and metabolomic analyses were done on mouse RV tissue and human plasma. For mouse RV, we layered metabolomic and transcriptomic data for multiple metabolic pathways and compared our findings with metabolomic and transcriptomic data obtained for human plasma. We confirmed our key findings in cultured cardiomyocyte cells with BMPR2 mutation. Results In failing mouse RVs, (1) in the glycolysis pathway, glucose is converted to lactate via aerobic glycolysis, but may also be utilized for glycogen, fatty acid, and nucleic acid synthesis, (2) in the fatty acid pathway, FAs are accumulated in the cytoplasm because the transfer of FAs to mitochondria is reduced, however, the ß-oxidation pathway is likely to be functional. (3) the TCA cycle is altered at multiple checkpoints and accumulates citrate, and the glutaminolysis pathway is not activated. In PAH patients, plasma metabolic and transcriptomic data indicated that unlike in the failing BMPR2 mutant RV, expression of genes and metabolites measured for the glycolysis pathway, FA pathway, TCA cycle, and glutaminolysis pathway were increased. Lactate was the only metabolite that was increased both in RV and circulation. We confirmed using a stable isotope of lactate that cultured cardiomyocytes with mutant BMPR2 show a modest increase in endogenous lactate, suggesting a possibility of an increase in lactate production by cardiomyocytes in failing BMPR2 mutant RV. Conclusion In the failing RV with mutant BMPR2, lactate is produced by RV cardiomyocytes and may be secreted out, thereby increasing lactate in circulation. Lactate can potentially serve as a marker of RV dysfunction in PAH, which warrants investigation.
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Affiliation(s)
- Anna Hemnes
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Niki Fortune
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Katie Simon
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Irina A Trenary
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN, United States
| | - Sheila Shay
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Eric Austin
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Jamey D Young
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, TN, United States
- Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, TN, United States
| | - Evan Britain
- Department of Cardiology, Vanderbilt University Medical Center, Nashville, TN, United States
| | - James West
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Megha Talati
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
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Liu H, Wang S, Chen Q, Ge X, Ning H, Guo Y, Wang D, Ai K, Hu C. Natural Targeting Potent ROS-Eliminating Tungsten-Based Polyoxometalate Nanodots for Efficient Treatment of Pulmonary Hypertension. Adv Healthc Mater 2023; 12:e2300252. [PMID: 37196347 DOI: 10.1002/adhm.202300252] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 04/27/2023] [Indexed: 05/19/2023]
Abstract
Pulmonary hypertension (PH) is a disease of pulmonary artery stenosis and blockage caused by abnormal pulmonary artery smooth muscle cells (PASMCs), with high morbidity and mortality. High levels of reactive oxygen species (ROS) in pulmonary arteries play a crucial role in inducing phenotypic switch and abnormal proliferation of PASMCs. However, antioxidants are rarely approved for the treatment of PH because of a lack of targeting and low bioavailability. In this study, the presence of an enhanced permeability and retention effect (EPR)-like effect in the pulmonary arteries of PH is revealed by tissue transmission electron microscopy (TEM). Subsequently, for the first time, tungsten-based polyoxometalate nanodots (WNDs) are developed with potent elimination of multiple ROS for efficient treatment of PH thanks to the high proportion of reduced W5+ . WNDs are effectively enriched in the pulmonary artery by intravenous injection because of the EPR-like effect of PH, and significantly prevent the abnormal proliferation of PASMCs, greatly improve the remodeling of pulmonary arteries, and ultimately improve right heart function. In conclusion, this work provides a novel and effective solution to the dilemma of targeting ROS for the treatment of PH.
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Affiliation(s)
- Hong Liu
- Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, 410078, China
| | - Shuya Wang
- Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, 410078, China
| | - Qiaohui Chen
- Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, 410078, China
| | - Xiaoyue Ge
- Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, 410078, China
| | - Huang Ning
- Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, 410078, China
| | - Yanzi Guo
- Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, 410078, China
| | - Di Wang
- Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, 410078, China
| | - Kelong Ai
- Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, 410078, China
- Hunan Provincial Key Laboratory of Cardiovascular Research, Changsha, 410078, China
| | - Changping Hu
- Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, 410078, China
- Hunan Provincial Key Laboratory of Cardiovascular Research, Changsha, 410078, China
- Department of Pharmacy, Changzhi Medical College, Changzhi, 046000, China
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Bassareo PP, D’Alto M. Metabolomics in Pulmonary Hypertension-A Useful Tool to Provide Insights into the Dark Side of a Tricky Pathology. Int J Mol Sci 2023; 24:13227. [PMID: 37686034 PMCID: PMC10487467 DOI: 10.3390/ijms241713227] [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: 07/09/2023] [Revised: 08/16/2023] [Accepted: 08/24/2023] [Indexed: 09/10/2023] Open
Abstract
Pulmonary hypertension (PH) is a multifaceted illness causing clinical manifestations like dyspnea, fatigue, and cyanosis. If left untreated, it often evolves into irreversible pulmonary arterial hypertension (PAH), leading to death. Metabolomics is a laboratory technique capable of providing insights into the metabolic pathways that are responsible for a number of physiologic or pathologic events through the analysis of a biological fluid (such as blood, urine, and sputum) using proton nuclear magnetic resonance spectroscopy or mass spectrometry. A systematic review was finalized according to the PRISMA scheme, with the goal of providing an overview of the research papers released up to now on the application of metabolomics to PH/PAH. So, eighty-five papers were identified, of which twenty-four concerning PH, and sixty-one regarding PAH. We found that, from a metabolic standpoint, the hallmarks of the disease onset and progression are an increase in glycolysis and impaired mitochondrial respiration. Oxidation is exacerbated as well. Specific metabolic fingerprints allow the characterization of some of the specific PH and PAH subtypes. Overall, metabolomics provides insights into the biological processes happening in the body of a subject suffering from PH/PAH. The disarranged metabolic pathways underpinning the disease may be the target of new therapeutic agents. Metabolomics will allow investigators to make a step forward towards personalized medicine.
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Affiliation(s)
- Pier Paolo Bassareo
- Mater Misercordiae University Hospital, D07 R2WY Dublin, Ireland
- Children’s Health Ireland at Crumlin, D12 N512 Dublin, Ireland
- School of Medicine, University College Dublin, D04 V1W8 Dublin, Ireland
| | - Michele D’Alto
- Pulmonary Hypertension Unit, Dipartimento di Cardiologia, Università della Campania “Luigi Vanvitelli”, Ospedale Monaldi, 80131 Naples, Italy;
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Morais F, Nogueira-Ferreira R, Rocha H, Duarte JA, Vilarinho L, Silva AF, Leite-Moreira A, Santos M, Ferreira R, Moreira-Gonçalves D. Exercise training counteracts the cardiac metabolic remodelling induced by experimental pulmonary arterial hypertension. Arch Biochem Biophys 2022; 730:109419. [DOI: 10.1016/j.abb.2022.109419] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 09/22/2022] [Accepted: 09/26/2022] [Indexed: 11/16/2022]
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