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Hua T, Zhang G, Yao Y, Jia H, Liu W. Research progress of megakaryocytes and platelets in lung injury. Ann Med 2024; 56:2362871. [PMID: 38902986 PMCID: PMC11195464 DOI: 10.1080/07853890.2024.2362871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2023] [Accepted: 05/17/2024] [Indexed: 06/22/2024] Open
Abstract
The lung is an important site of extramedullary platelet formation, and megakaryocytes in the lung participate in immune responses in addition to platelet production. In acute lung injury and chronic lung injury, megakaryocytes and platelets play a promoting or protective role through different mechanisms. The authors reviewed the role of megakaryocytes and platelets in common clinical lung injuries with different course of disease and different pathogenic factors in order to provide new thinking for the diagnosis and treatment of lung injuries.
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Affiliation(s)
- Tianzhen Hua
- Department of Burns and Plastic Surgery, The Fourth Medical Center, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, China
| | - Guangliang Zhang
- Department of Burns and Plastic Surgery, The Fourth Medical Center, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, China
| | - Yi Yao
- Department of Burns and Plastic Surgery, The Fourth Medical Center, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, China
| | - Haoran Jia
- Department of Burns and Plastic Surgery, The Fourth Medical Center, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, China
| | - Wei Liu
- Department of Burns and Plastic Surgery, The Fourth Medical Center, Chinese PLA General Hospital, Beijing, China
- Medical School of Chinese PLA, Beijing, China
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2
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Liu Z, Fu Q, Yu Q, Ma X, Yang R. Assessing causal associations of blood counts and biochemical indicators with pulmonary arterial hypertension: a Mendelian randomization study and results from national health and nutrition examination survey 2003-2018. Front Endocrinol (Lausanne) 2024; 15:1418835. [PMID: 38952391 PMCID: PMC11215008 DOI: 10.3389/fendo.2024.1418835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Accepted: 05/27/2024] [Indexed: 07/03/2024] Open
Abstract
Background Blood counts and biochemical markers are among the most common tests performed in hospitals and most readily accepted by patients, and are widely regarded as reliable biomarkers in the literature. The aim of this study was to assess the causal relationship between blood counts, biochemical indicators and pulmonary arterial hypertension (PAH). Methods A two-sample Mendelian randomization (MR) analysis was performed to assess the causal relationship between blood counts and biochemical indicators with PAH. The genome-wide association study (GWAS) for blood counts and biochemical indicators were obtained from the UK Biobank (UKBB), while the GWAS for PAH were sourced from the FinnGen Biobank. Inverse variance weighting (IVW) was used as the primary analysis method, supplemented by three sensitivity analyses to assess the robustness of the results. And we conducted an observational study using data from National Health and Nutrition Examination Survey (NHANES) 2003-2018 to verify the relationship. Results The MR analysis primarily using the IVW method revealed genetic variants of platelet count (OR=2.51, 95% CI 1.56-4.22, P<0.001), platelet crit(OR=1.87, 95% CI1.17-7.65, P=0.022), direct bilirubin (DBIL)(OR=1.71, 95%CI 1.18-2.47,P=0.004), insulin-like growth factor (IGF-1)(OR=0.51, 95% CI 0.27-0.96, P=0.038), Lipoprotein A (Lp(a))(OR=0.66, 95% CI 0.45-0.98, P=0.037) and total bilirubin (TBIL)(OR=0.51, 95% CI 0.27-0.96, P=0.038) were significantly associated with PAH. In NHANES, multivariate logistic regression analyses revealed a significant positive correlation between platelet count and volume and the risk of PAH, and a significant negative correlation between total bilirubin and PAH. Conclusion Our study reveals a causal relationship between blood counts, biochemical indicators and pulmonary arterial hypertension. These findings offer novel insights into the etiology and pathological mechanisms of PAH, and emphasizes the important value of these markers as potential targets for the prevention and treatment of PAH.
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Affiliation(s)
- Zhekang Liu
- Cardiovascular Medicine Department, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
- Rheumatology and Immunology Department, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Qingan Fu
- Cardiovascular Medicine Department, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Qingyun Yu
- Cardiovascular Medicine Department, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Xiaowei Ma
- Cardiovascular Medicine Department, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
| | - Renqiang Yang
- Cardiovascular Medicine Department, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi, China
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Tessema B, Haag J, Sack U, König B. Analysis of Cellular Stress Assay Parameters and Intracellular ATP in Platelets: Comparison of Platelet Preparation Methods. Int J Mol Sci 2024; 25:4885. [PMID: 38732108 PMCID: PMC11084208 DOI: 10.3390/ijms25094885] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 04/26/2024] [Accepted: 04/26/2024] [Indexed: 05/13/2024] Open
Abstract
Platelets are metabolically active, anucleated and small circulating cells mainly responsible for the prevention of bleeding and maintenance of hemostasis. Previous studies showed that platelets mitochondrial content, function, and energy supply change during several diseases such as HIV/AIDS, COVID-19, pulmonary arterial hypertension, and in preeclampsia during pregnancy. These changes in platelets contributed to the severity of diseases and mortality. In our previous studies, we have shown that the seahorse-based cellular stress assay (CSA) parameters are crucial to the understanding of the mitochondrial performance in peripheral blood mononuclear cells (PBMCS). Moreover, the results of CSA parameters were significantly influenced by the PBMC preparation methods. In this study, we assessed the correlation of CSA parameters and intracellular ATP content in platelets and evaluated the effects of platelet preparation methods on the results of CSA parameters and intracellular ATP content. We compared the results of CSA parameters and intracellular ATP content in platelets isolated by density centrifugation with Optiprep and simple centrifugation of blood samples without Optiprep. Platelets isolated by centrifugation with Optiprep showed a higher spare capacity, basal respiration, and maximal respiration than those isolated without Optiprep. There was a clear correlation between basal respiration and maximal respiration, and the whole-ATP content in both isolation methods. Moreover, a positive correlation was observed between the relative spare capacity and whole-cell ATP content. In conclusion, the results of seahorse-based CSA parameters and intracellular ATP content in platelets are markedly influenced by the platelet isolation methods employed. The results of basal respiration and maximal respiration are hallmarks of cellular activity in platelets, and whole-cell ATP content is a potential hint for basic platelet viability. We recommend further studies to evaluate the role of CSA parameters and intracellular ATP content in platelets as biomarkers for the diagnosis and prediction of disease states.
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Affiliation(s)
- Belay Tessema
- Institute of Clinical Immunology, Faculty of Medicine, University of Leipzig, 04103 Leipzig, Germany;
- Magdeburg Molecular Detections GmbH & Co. KG, 39104 Magdeburg, Germany; (J.H.); (B.K.)
- Department of Medical Microbiology, College of Medicine and Health Sciences, University of Gondar, Gondar P.O. Box 196, Ethiopia
| | - Janine Haag
- Magdeburg Molecular Detections GmbH & Co. KG, 39104 Magdeburg, Germany; (J.H.); (B.K.)
| | - Ulrich Sack
- Institute of Clinical Immunology, Faculty of Medicine, University of Leipzig, 04103 Leipzig, Germany;
| | - Brigitte König
- Magdeburg Molecular Detections GmbH & Co. KG, 39104 Magdeburg, Germany; (J.H.); (B.K.)
- Institute of Medical Microbiology and Virology, Faculty of Medicine, University of Leipzig, 04103 Leipzig, Germany
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4
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Sumbalová Z, Kucharská J, Rausová Z, Gvozdjáková A, Szántová M, Kura B, Mojto V, Slezák J. The Effect of Adjuvant Therapy with Molecular Hydrogen on Endogenous Coenzyme Q 10 Levels and Platelet Mitochondrial Bioenergetics in Patients with Non-Alcoholic Fatty Liver Disease. Int J Mol Sci 2023; 24:12477. [PMID: 37569850 PMCID: PMC10419858 DOI: 10.3390/ijms241512477] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 07/30/2023] [Accepted: 08/03/2023] [Indexed: 08/13/2023] Open
Abstract
Molecular hydrogen (H2) has been recognized as a novel medical gas with antioxidant and anti-inflammatory effects. Non-alcoholic fatty liver disease (NAFLD) is a liver pathology with increased fat accumulation in liver tissue caused by factors other than alcohol consumption. Platelet mitochondrial function is considered to reflect systemic mitochondrial health. We studied the effect of adjuvant therapy with hydrogen-rich water (HRW) on coenzyme Q10 (CoQ10) content and platelet mitochondrial bioenergetics in patients with NAFLD. A total of 30 patients with NAFLD and 15 healthy volunteers were included in this clinical trial. A total of 17 patients (H2 group) drank water three × 330 mL/day with tablets producing HRW (>4 mg/L H2) for 8 weeks, and 13 patients (P group) drank water with placebo tablets producing CO2. The concentration of CoQ10-TOTAL was determined by the HPLC method, the parameter of oxidative stress, thiobarbituric acid reactive substances (TBARS), by the spectrophotometric method, and mitochondrial bioenergetics in platelets isolated from whole blood by high-resolution respirometry. The patients with NAFLD had lower concentrations of CoQ10-TOTAL in the blood, plasma, and platelets vs. the control group. Mitochondrial CI-linked LEAK respiration was higher, and CI-linked oxidative phosphorylation (OXPHOS) and CII-linked electron transfer (ET) capacities were lower vs. the control group. Plasma TBARS concentrations were higher in the H2 group. After 8 weeks of adjuvant therapy with HRW, the concentration of CoQ10 in platelets increased, plasma TBARS decreased, and the efficiency of OXPHOS improved, while in the P group, the changes were non-significant. Long-term supplementation with HRW could be a promising strategy for the acceleration of health recovery in patients with NAFLD. The application of H2 appears to be a new treatment strategy for targeted therapy of mitochondrial disorders. Additional and longer-term studies are needed to confirm and elucidate the exact mechanisms of the mitochondria-targeted effects of H2 therapy in patients with NAFLD.
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Affiliation(s)
- Zuzana Sumbalová
- Pharmacobiochemical Laboratory of 3rd Department of Internal Medicine, Faculty of Medicine, Comenius University in Bratislava, 811 08 Bratislava, Slovakia; (J.K.); (Z.R.); (A.G.)
| | - Jarmila Kucharská
- Pharmacobiochemical Laboratory of 3rd Department of Internal Medicine, Faculty of Medicine, Comenius University in Bratislava, 811 08 Bratislava, Slovakia; (J.K.); (Z.R.); (A.G.)
| | - Zuzana Rausová
- Pharmacobiochemical Laboratory of 3rd Department of Internal Medicine, Faculty of Medicine, Comenius University in Bratislava, 811 08 Bratislava, Slovakia; (J.K.); (Z.R.); (A.G.)
| | - Anna Gvozdjáková
- Pharmacobiochemical Laboratory of 3rd Department of Internal Medicine, Faculty of Medicine, Comenius University in Bratislava, 811 08 Bratislava, Slovakia; (J.K.); (Z.R.); (A.G.)
| | - Mária Szántová
- 3rd Department of Internal Medicine, Faculty of Medicine, Comenius University in Bratislava, 813 72 Bratislava, Slovakia; (M.S.); (V.M.)
| | - Branislav Kura
- Institute for Heart Research, Center of Experimental Medicine, Slovak Academy of Sciences, 841 04 Bratislava, Slovakia; (B.K.); (J.S.)
| | - Viliam Mojto
- 3rd Department of Internal Medicine, Faculty of Medicine, Comenius University in Bratislava, 813 72 Bratislava, Slovakia; (M.S.); (V.M.)
| | - Ján Slezák
- Institute for Heart Research, Center of Experimental Medicine, Slovak Academy of Sciences, 841 04 Bratislava, Slovakia; (B.K.); (J.S.)
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Ravera S, Signorello MG, Panfoli I. Platelet Metabolic Flexibility: A Matter of Substrate and Location. Cells 2023; 12:1802. [PMID: 37443836 PMCID: PMC10340290 DOI: 10.3390/cells12131802] [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: 05/17/2023] [Revised: 07/04/2023] [Accepted: 07/05/2023] [Indexed: 07/15/2023] Open
Abstract
Platelets are cellular elements that are physiologically involved in hemostasis, inflammation, thrombotic events, and various human diseases. There is a link between the activation of platelets and their metabolism. Platelets possess considerable metabolic versatility. Although the role of platelets in hemostasis and inflammation is known, our current understanding of platelet metabolism in terms of substrate preference is limited. Platelet activation triggers an oxidative metabolism increase to sustain energy requirements better than aerobic glycolysis alone. In addition, platelets possess extra-mitochondrial oxidative phosphorylation, which could be one of the sources of chemical energy required for platelet activation. This review aims to provide an overview of flexible platelet metabolism, focusing on the role of metabolic compartmentalization in substrate preference, since the metabolic flexibility of stimulated platelets could depend on subcellular localization and functional timing. Thus, developing a detailed understanding of the link between platelet activation and metabolic changes is crucial for improving human health.
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Affiliation(s)
- Silvia Ravera
- Department of Experimental Medicine, University of Genoa, 16132 Genoa, Italy;
| | | | - Isabella Panfoli
- Department of Pharmacy (DIFAR), University of Genoa, 16132 Genoa, Italy;
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Gallardo-Vara E, Ntokou A, Dave JM, Jovin DG, Saddouk FZ, Greif DM. Vascular pathobiology of pulmonary hypertension. J Heart Lung Transplant 2023; 42:544-552. [PMID: 36604291 PMCID: PMC10121751 DOI: 10.1016/j.healun.2022.12.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 10/31/2022] [Accepted: 12/10/2022] [Indexed: 12/24/2022] Open
Abstract
Pulmonary hypertension (PH), increased blood pressure in the pulmonary arteries, is a morbid and lethal disease. PH is classified into several groups based on etiology, but pathological remodeling of the pulmonary vasculature is a common feature. Endothelial cell dysfunction and excess smooth muscle cell proliferation and migration are central to the vascular pathogenesis. In addition, other cell types, including fibroblasts, pericytes, inflammatory cells and platelets contribute as well. Herein, we briefly note most of the main cell types active in PH and for each cell type, highlight select signaling pathway(s) highly implicated in that cell type in this disease. Among others, the role of hypoxia-inducible factors, growth factors (e.g., vascular endothelial growth factor, platelet-derived growth factor, transforming growth factor-β and bone morphogenetic protein), vasoactive molecules, NOTCH3, Kruppel-like factor 4 and forkhead box proteins are discussed. Additionally, deregulated processes of endothelial-to-mesenchymal transition, extracellular matrix remodeling and intercellular crosstalk are noted. This brief review touches upon select critical facets of PH pathobiology and aims to incite further investigation that will result in discoveries with much-needed clinical impact for this devastating disease.
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Affiliation(s)
- Eunate Gallardo-Vara
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale Cardiovascular Research Center, New Haven, Connecticut; Department of Genetics, Yale University, New Haven, Connecticut
| | - Aglaia Ntokou
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale Cardiovascular Research Center, New Haven, Connecticut; Department of Genetics, Yale University, New Haven, Connecticut
| | - Jui M Dave
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale Cardiovascular Research Center, New Haven, Connecticut; Department of Genetics, Yale University, New Haven, Connecticut
| | - Daniel G Jovin
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale Cardiovascular Research Center, New Haven, Connecticut; Department of Genetics, Yale University, New Haven, Connecticut
| | - Fatima Z Saddouk
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale Cardiovascular Research Center, New Haven, Connecticut; Department of Genetics, Yale University, New Haven, Connecticut
| | - Daniel M Greif
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale Cardiovascular Research Center, New Haven, Connecticut; Department of Genetics, Yale University, New Haven, Connecticut.
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7
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Wang J, Uddin MN, Wang R, Gong YH, Wu Y. Comprehensive analysis and validation of novel immune and vascular remodeling related genes signature associated with drug interactions in pulmonary arterial hypertension. Front Genet 2022; 13:922213. [PMID: 36147486 PMCID: PMC9486302 DOI: 10.3389/fgene.2022.922213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2022] [Accepted: 08/15/2022] [Indexed: 11/13/2022] Open
Abstract
Background: Previous studies revealed that the gene signatures are associated with the modulation and pathogenesis of pulmonary arterial hypertension (PAH). However, identifying critical transcriptional signatures in the blood of PAH patients remains lacking. Methods: The differentially expressed transcriptional signatures in the blood of PAH patients were identified by a meta-analysis from four microarray datasets. Then we investigated the enrichment of gene ontology and KEGG pathways and identified top hub genes. Besides, we investigated the correlation of crucial hub genes with immune infiltrations, hallmark gene sets, and blood vessel remodeling genes. Furthermore, we investigated the diagnostic efficacy of essential hub genes and their expression validation in an independent cohort of PAH, and we validate the expression level of hub genes in monocrotaline (MCT) induced PAH rats' model. Finally, we have identified the FDA-approved drugs that target the hub genes and their molecular docking. Results: We found 1,216 differentially expressed genes (DEGs), including 521 up-regulated and 695 down-regulated genes, in the blood of the PAH patients. The up-regulated DEGs are significantly associated with the enrichment of KEGG pathways mainly involved with immune regulation, cellular signaling, and metabolisms. We identified 13 master transcriptional regulators targeting the dysregulated genes in PAH. The STRING-based investigation identified the function of hub genes associated with multiple immune-related pathways in PAH. The expression levels of RPS27A, MAPK1, STAT1, RPS6, FBL, RPS3, RPS2, and GART are positively correlated with ssGSEA scores of various immune cells as positively correlated with the hallmark of oxidative stress. Besides, we found that these hub genes also regulate the vascular remodeling in PAH. Furthermore, the expression levels of identified hub genes showed good diagnostic efficacy in the blood of PAH, and we validated most of the hub genes are consistently dysregulated in an independent PAH cohort. Validation of hub genes expression level in the monocrotaline (MCT)-induced lung tissue of rats with PAH revealed that 5 screened hub genes (MAPK1, STAT1, TLR4, TLR2, GART) are significantly highly expressed in PAH rats, and 4 screened hub genes (RPS6, FBL, RPS3, and RPS2) are substantially lowly expressed in rats with PAH. Finally, we analyzed the interaction of hub proteins and FDA-approved drugs and revealed their molecular docking, and the results showed that MAPK1, TLR4, and GART interact with various drugs with appropriate binding affinity. Conclusion: The identified blood-derived key transcriptional signatures significantly correlate with immune infiltrations, hypoxia, glycolysis, and blood vessel remodeling genes. These findings may provide new insight into the diagnosis and treatment of PAH patients.
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Affiliation(s)
- Jie Wang
- Department of Pharmacy, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Md Nazim Uddin
- Institute of Food Science and Technology, Bangladesh Council of Scientific and Industrial Research (BCSIR), Dhaka, Bangladesh
| | - Rui Wang
- Department of General Medicine, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Yue-Hong Gong
- Department of Pharmacy, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
| | - Yun Wu
- Department of General Medicine, First Affiliated Hospital of Xinjiang Medical University, Urumqi, China
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Tseng V, Collum SD, Allawzi A, Crotty K, Yeligar S, Trammell A, Ryan Smith M, Kang BY, Sutliff RL, Ingram JL, Jyothula SSSK, Thandavarayan RA, Huang HJ, Nozik ES, Wagner EJ, Michael Hart C, Karmouty-Quintana H. 3'UTR shortening of HAS2 promotes hyaluronan hyper-synthesis and bioenergetic dysfunction in pulmonary hypertension. Matrix Biol 2022; 111:53-75. [PMID: 35671866 PMCID: PMC9676077 DOI: 10.1016/j.matbio.2022.06.001] [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: 12/25/2021] [Revised: 05/31/2022] [Accepted: 06/02/2022] [Indexed: 01/27/2023]
Abstract
Pulmonary hypertension (PH) comprises a diverse group of disorders that share a common pathway of pulmonary vascular remodeling leading to right ventricular failure. Development of anti-remodeling strategies is an emerging frontier in PH therapeutics that requires a greater understanding of the interactions between vascular wall cells and their extracellular matrices. The ubiquitous matrix glycan, hyaluronan (HA), is markedly elevated in lungs from patients and experimental models with PH. Herein, we identified HA synthase-2 (HAS2) in the pulmonary artery smooth muscle cell (PASMC) layer as a predominant locus of HA dysregulation. HA upregulation involves depletion of NUDT21, a master regulator of alternative polyadenylation, resulting in 3'UTR shortening and hyper-expression of HAS2. The ensuing increase of HAS2 and hyper-synthesis of HA promoted bioenergetic dysfunction of PASMC characterized by impaired mitochondrial oxidative capacity and a glycolytic shift. The resulting HA accumulation stimulated pro-remodeling phenotypes such as cell proliferation, migration, apoptosis-resistance, and stimulated pulmonary artery contractility. Transgenic mice, mimicking HAS2 hyper-synthesis in smooth muscle cells, developed spontaneous PH, whereas targeted deletion of HAS2 prevented experimental PH. Pharmacological blockade of HAS2 restored normal bioenergetics in PASMC, ameliorated cell remodeling phenotypes, and reversed experimental PH in vivo. In summary, our results uncover a novel mechanism of HA hyper-synthesis and downstream effects on pulmonary vascular cell metabolism and remodeling.
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Affiliation(s)
- Victor Tseng
- Respiratory Medicine, Ansible Health Mountain View, CA
| | - Scott D Collum
- Department of Biochemistry and Molecular Biology, McGovern Medical School, University of Texas Health Science Center at Houston Houston, TX
| | | | - Kathryn Crotty
- Emory University Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine Atlanta, GA
| | - Samantha Yeligar
- Emory University Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine Atlanta, GA
| | - Aaron Trammell
- Emory University Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine Atlanta, GA
| | - M Ryan Smith
- Emory University Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine Atlanta, GA
| | - Bum-Yong Kang
- Emory University Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine Atlanta, GA; Atlanta Veteran Affairs Health Care System Decatur, GA
| | - Roy L Sutliff
- Emory University Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine Atlanta, GA; Atlanta Veteran Affairs Health Care System Decatur, GA
| | | | - Soma S S K Jyothula
- Divisions of Critical Care, Pulmonary & Sleep Medicine, McGovern Medical School, University of Texas Health Science Center at Houston Houston, TX; Debakey Heart & Vascular Center, Houston Methodist Hospital, Houston TX, USA
| | | | - Howard J Huang
- Debakey Heart & Vascular Center, Houston Methodist Hospital, Houston TX, USA
| | - Eva S Nozik
- University of Colorado Anschutz Medical Campus, Department of Pediatrics Aurora, CO
| | - Eric J Wagner
- University of Rochester Medical Center, School of Medicine and Dentistry Rochester, NY
| | - C Michael Hart
- Emory University Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine Atlanta, GA; Atlanta Veteran Affairs Health Care System Decatur, GA.
| | - Harry Karmouty-Quintana
- Department of Biochemistry and Molecular Biology, McGovern Medical School, University of Texas Health Science Center at Houston Houston, TX; Divisions of Critical Care, Pulmonary & Sleep Medicine, McGovern Medical School, University of Texas Health Science Center at Houston Houston, TX.
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Kim SA, Lee H, Park SM, Kim MJ, Lee YM, Yoon YR, Lee HK, Moon HB, Lee IK, Lee DH. Effect of Low-Dose Persistent Organic Pollutants on Mitochondrial Function: Human and in Vitro Evidence. Diabetes Metab J 2022; 46:592-604. [PMID: 35081303 PMCID: PMC9353568 DOI: 10.4093/dmj.2021.0132] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2021] [Accepted: 08/20/2021] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND Chronic exposure to low-dose persistent organic pollutants (POPs) can induce mitochondrial dysfunction. This study evaluated the association between serum POP concentrations and oxygen consumption rate (OCR) as a marker of mitochondrial function in humans and in vitro cells. METHODS Serum concentrations of organochlorine pesticides (OCPs) and polychlorinated biphenyls (PCBs) were measured in 323 adults. The OCRs of platelets and peripheral blood mononuclear cells (PBMCs) were assessed in 20 mL of fresh blood using a Seahorse XF analyzer. Additionally, the in vitro effects of Arochlor-1254, β-hexachlorocyclohexane, and p,p´-dichlorodiphenyltrichloroethane at concentrations of 0.1 pM to 100 nM were evaluated in human platelets, human PBMCs, and Jurkat T-cells. RESULTS The association between serum POP concentrations and OCR differed depending on the cell type. As serum OCP concentrations increased, basal platelet OCR levels decreased significantly; according to the OCP quintiles of summary measure, they were 8.6, 9.6, 8.2, 8.0, and 7.1 pmol/min/μg (P trend=0.005). Notably, the basal PBMC OCR levels decreased remarkably as the serum PCB concentration increased. PBMC OCR levels were 46.5, 34.3, 29.1, 16.5, and 13.1 pmol/min/μg according to the PCB quintiles of summary measure (P trend <0.001), and this inverse association was consistently observed in all subgroups stratified by age, sex, obesity, type 2 diabetes mellitus, and hypertension, respectively. In vitro experimental studies have also demonstrated that chronic exposure to low-dose POPs could decrease OCR levels. CONCLUSION The findings from human and in vitro studies suggest that chronic exposure to low-dose POPs can induce mitochondrial dysfunction by impairing oxidative phosphorylation.
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Affiliation(s)
- Se-A Kim
- Department of Biomedical Science, Graduate School, Kyungpook National University, Daegu, Korea
| | - Hoyul Lee
- Bio-Medical Research Institute, Kyungpook National University Hospital, Daegu, Korea
- Leading-Edge Research Center for Drug Discovery and Development for Diabetes and Metabolic Disease, Kyungpook National University Hospital, Daegu, Korea
| | - Sung-Mi Park
- Leading-Edge Research Center for Drug Discovery and Development for Diabetes and Metabolic Disease, Kyungpook National University Hospital, Daegu, Korea
| | - Mi-Jin Kim
- Research Institute of Aging and Metabolism, Kyungpook National University, Daegu,
Korea
| | - Yu-Mi Lee
- Department of Preventive Medicine, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Young-Ran Yoon
- BK21 Plus KNU Biomedical Convergence Program, Department of Biomedical Science, Kyungpook National University, Daegu, Korea
- Department of Biomedical Science, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Hyun-Kyung Lee
- Department of Marine Science and Convergence Engineering, College of Science and Convergence Technology, Hanyang University, Ansan, Korea
| | - Hyo-Bang Moon
- Department of Marine Science and Convergence Engineering, College of Science and Convergence Technology, Hanyang University, Ansan, Korea
| | - In-Kyu Lee
- Leading-Edge Research Center for Drug Discovery and Development for Diabetes and Metabolic Disease, Kyungpook National University Hospital, Daegu, Korea
- Research Institute of Aging and Metabolism, Kyungpook National University, Daegu,
Korea
- Department of Internal Medicine, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Duk-Hee Lee
- Department of Biomedical Science, Graduate School, Kyungpook National University, Daegu, Korea
- Department of Preventive Medicine, School of Medicine, Kyungpook National University, Daegu, Korea
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10
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Zhu Y, Shu D, Gong X, Lu M, Feng Q, Zeng XB, Zhang H, Gao J, Guo YW, Liu L, Ma R, Zhu L, Hu Q, Ming ZY. Platelet-Derived TGF (Transforming Growth Factor)-β1 Enhances the Aerobic Glycolysis of Pulmonary Arterial Smooth Muscle Cells by PKM2 Upregulation. Hypertension 2022; 79:932-945. [PMID: 35232222 DOI: 10.1161/hypertensionaha.121.18684] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Metabolic reprogramming is a hallmark of pulmonary arterial hypertension. Platelet activation has been implicated in pulmonary arterial hypertension (PAH), whereas the role of platelet in the pathogenesis of PAH remains unclear. METHODS First, we explored the platelet function of SU5416/hypoxia mice and monocrotaline-injected rats PAH model. Then we investigated pulmonary arterial smooth muscle cell aerobic glycolysis after being treated with platelet supernatant. TGF (transforming growth factor)-βRI, PKM2, and other antagonists were applied to identify the underlying mechanism. In addition, platelet-specific deletion TGF-β1 mice were exposed to chronic hypoxia and SU5416. Cardiopulmonary hemodynamics, vascular remodeling, and aerobic glycolysis of pulmonary arterial smooth muscle cell were determined. RESULTS Here, we demonstrate that platelet-released TGF-β1 enhances the aerobic glycolysis of pulmonary arterial smooth muscle cells after platelet activation via increasing PKM2 expression. Mechanistically, platelet-derived TGF-β1 regulates PKM2 expression through mTOR (mammalian target of rapamycin)/c-Myc/PTBP1-hnRNPA1 pathway. Platelet TGF-β1 deficiency mice are significantly protected from SU5416 plus chronic hypoxia-induced PAH, including attenuated increases in right ventricular systolic pressure and less pulmonary vascular remodeling. Also, in Pf4cre+ Tgfb1fl/fl mice, pulmonary arterial smooth muscle cells showed lower glycolysis capacity and their PKM2 expression decreased. CONCLUSIONS Our data demonstrate that TGF-β1 released by platelet contributes to the pathogenesis of PAH and further highlights the role of platelet in PAH.
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Affiliation(s)
- Ying Zhu
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.).,The Key Laboratory for Drug Target Research and Pharmacodynamic Evaluation of Hubei Province, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.)
| | - Dan Shu
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.).,The Key Laboratory for Drug Target Research and Pharmacodynamic Evaluation of Hubei Province, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.).,Department of Pharmacy, School of Medicine, Wuhan University of Science and Technology, Wuhan, China (D.S.)
| | - Xue Gong
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.).,The Key Laboratory for Drug Target Research and Pharmacodynamic Evaluation of Hubei Province, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.)
| | - Meng Lu
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.).,The Key Laboratory for Drug Target Research and Pharmacodynamic Evaluation of Hubei Province, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.)
| | - Qinyu Feng
- Department of Gastroenterology, Union Hospital, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China (Q.F.)
| | - Xiang-Bin Zeng
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.).,The Key Laboratory for Drug Target Research and Pharmacodynamic Evaluation of Hubei Province, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.)
| | - Han Zhang
- Department of Pathophysiology, School of Basic Medicine, Tongji Medical College of Huazhong University of Science and Technology, Wuhan China (H.Z., L.Z., Q.H.).,Key Laboratory of Pulmonary Diseases of Ministry of Health, Wuhan China (H.Z., L.Z., Q.H.)
| | - Jiahui Gao
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.).,The Key Laboratory for Drug Target Research and Pharmacodynamic Evaluation of Hubei Province, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.)
| | - Ya-Wei Guo
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.).,The Key Laboratory for Drug Target Research and Pharmacodynamic Evaluation of Hubei Province, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.)
| | - Luman Liu
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.).,The Key Laboratory for Drug Target Research and Pharmacodynamic Evaluation of Hubei Province, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.).,Department of Pathophysiology, School of Basic Medicine, Tongji Medical College of Huazhong University of Science and Technology, Wuhan China (H.Z., L.Z., Q.H.).,Key Laboratory of Pulmonary Diseases of Ministry of Health, Wuhan China (H.Z., L.Z., Q.H.)
| | - Rong Ma
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.).,The Key Laboratory for Drug Target Research and Pharmacodynamic Evaluation of Hubei Province, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.)
| | - Liping Zhu
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.)
| | - Qinghua Hu
- Department of Pathophysiology, School of Basic Medicine, Tongji Medical College of Huazhong University of Science and Technology, Wuhan China (H.Z., L.Z., Q.H.).,Key Laboratory of Pulmonary Diseases of Ministry of Health, Wuhan China (H.Z., L.Z., Q.H.)
| | - Zhang-Yin Ming
- Department of Pharmacology, School of Basic Medicine, Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.).,The Key Laboratory for Drug Target Research and Pharmacodynamic Evaluation of Hubei Province, Wuhan, China (Y.Z., D.S., X.G., M.L., X.-B.Z., J.G., Y.W.G., L.L., R.M., Z.-Y.M.)
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11
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Sake CL, Metcalf AJ, Meagher M, Paola JD, Neeves KB, Boyle NR. Isotopically nonstationary 13C metabolic flux analysis in resting and activated human platelets. Metab Eng 2022; 69:313-322. [PMID: 34954086 PMCID: PMC8905147 DOI: 10.1016/j.ymben.2021.12.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2021] [Revised: 12/06/2021] [Accepted: 12/20/2021] [Indexed: 01/03/2023]
Abstract
Platelet metabolism is linked to platelet hyper- and hypoactivity in numerous human diseases. Developing a detailed understanding of the link between metabolic shifts and platelet activation state is integral to improving human health. Here, we show the first application of isotopically nonstationary 13C metabolic flux analysis to quantitatively measure carbon fluxes in both resting and thrombin activated platelets. Metabolic flux analysis results show that resting platelets primarily metabolize glucose to lactate via glycolysis, while acetate is oxidized to fuel the tricarboxylic acid cycle. Upon activation with thrombin, a potent platelet agonist, platelets increase their uptake of glucose 3-fold. This results in an absolute increase in flux throughout central metabolism, but when compared to resting platelets they redistribute carbon dramatically. Activated platelets decrease relative flux to the oxidative pentose phosphate pathway and TCA cycle from glucose and increase relative flux to lactate. These results provide the first report of reaction-level carbon fluxes in platelets and allow us to distinguish metabolic fluxes with much higher resolution than previous studies.
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Affiliation(s)
- Cara L. Sake
- Department of Chemical and Biological Engineering, Colorado School of Mines, Golden, CO, 80401 USA
| | - Alexander J. Metcalf
- Department of Chemical and Biological Engineering, Colorado School of Mines, Golden, CO, 80401 USA
| | - Michelle Meagher
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Jorge Di Paola
- Department of Pediatrics, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - Keith B. Neeves
- Department of Bioengineering, University of Colorado, Aurora, CO, 80045 USA,Hemophilia and Thrombosis Center, University of Colorado, Aurora, CO, 80045 USA,Department of Pediatrics, Section of Hematology, Oncology, and Bone Marrow Transplant University of Colorado, Aurora, CO, 80045 USA
| | - Nanette R. Boyle
- Department of Chemical and Biological Engineering, Colorado School of Mines, Golden, CO, 80401 USA,Correspondence: , 423 Alderson Hall; 1613 Illinois St.; Golden, CO 80401
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12
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Cullivan S, Murphy CA, Weiss L, Comer SP, Kevane B, McCullagh B, Maguire PB, Ní Ainle F, Gaine SP. Platelets, extracellular vesicles and coagulation in pulmonary arterial hypertension. Pulm Circ 2021; 11:20458940211021036. [PMID: 34158919 PMCID: PMC8182202 DOI: 10.1177/20458940211021036] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2021] [Accepted: 05/10/2021] [Indexed: 01/01/2023] Open
Abstract
Pulmonary arterial hypertension is a rare disease of the pulmonary vasculature, characterised pathologically by proliferation, remodelling and thrombosis in situ. Unfortunately, existing therapeutic interventions do not reverse these findings and the disease continues to result in significant morbidity and premature mortality. A number of haematological derangements have been described in pulmonary arterial hypertension which may provide insights into the pathobiology of the disease and opportunities to explore new therapeutic pathways. These include quantitative and qualitative platelet abnormalities, such as thrombocytopaenia, increased mean platelet volume and altered platelet bioenergetics. Furthermore, a hypercoagulable state and aberrant negative regulatory pathways can be observed, which could contribute to thrombosis in situ in distal pulmonary arteries and arterioles. Finally, there is increasing interest in the role of extracellular vesicle autocrine and paracrine signalling in pulmonary arterial hypertension, and their potential utility as biomarkers and novel therapeutic targets. This review focuses on the potential role of platelets, extracellular vesicles and coagulation pathways in the pathobiology of pulmonary arterial hypertension. We highlight important unanswered clinical questions and the implications of these observations for future research and pulmonary arterial hypertension-directed therapies.
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Affiliation(s)
- Sarah Cullivan
- National Pulmonary Hypertension Unit, Mater
Misericordiae University Hospital, Dublin, Ireland
- Conway-SPHERE Research Group, Conway Institute,
University College Dublin, Dublin, Ireland
| | - Claire A. Murphy
- Conway-SPHERE Research Group, Conway Institute,
University College Dublin, Dublin, Ireland
- Department of Neonatology, Rotunda Hospital, Dublin,
Ireland
| | - Luisa Weiss
- Conway-SPHERE Research Group, Conway Institute,
University College Dublin, Dublin, Ireland
| | - Shane P. Comer
- Conway-SPHERE Research Group, Conway Institute,
University College Dublin, Dublin, Ireland
| | - Barry Kevane
- Conway-SPHERE Research Group, Conway Institute,
University College Dublin, Dublin, Ireland
- Department of Haematology, Mater Misericordiae
University Hospital, Dublin, Ireland
| | - Brian McCullagh
- National Pulmonary Hypertension Unit, Mater
Misericordiae University Hospital, Dublin, Ireland
| | - Patricia B. Maguire
- Conway-SPHERE Research Group, Conway Institute,
University College Dublin, Dublin, Ireland
| | - Fionnuala Ní Ainle
- Conway-SPHERE Research Group, Conway Institute,
University College Dublin, Dublin, Ireland
- Department of Haematology, Mater Misericordiae
University Hospital, Dublin, Ireland
| | - Sean P. Gaine
- National Pulmonary Hypertension Unit, Mater
Misericordiae University Hospital, Dublin, Ireland
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13
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Aulak KS, Al Abdi S, Li L, Crabb JS, Ghosh A, Willard B, Stuehr DJ, Crabb JW, Dweik RA, Tonelli AR. Disease-specific platelet signaling defects in idiopathic pulmonary arterial hypertension. Am J Physiol Lung Cell Mol Physiol 2021; 320:L739-L749. [PMID: 33596129 PMCID: PMC8174825 DOI: 10.1152/ajplung.00500.2020] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2020] [Revised: 01/29/2021] [Accepted: 02/15/2021] [Indexed: 12/13/2022] Open
Abstract
Idiopathic pulmonary arterial hypertension (IPAH) is a rapidly progressive disease with several treatment options. Long-term mortality remains high with great heterogeneity in treatment response. Even though most of the pathology of IPAH is observed in the lung, there is systemic involvement. Platelets from patients with IPAH have characteristic metabolic shifts and defects in activation; therefore, we investigated whether they could be used to identify other disease-specific abnormalities. We used proteomics to investigate protein expression changes in platelets from patients with IPAH compared with healthy controls. Key abnormalities of nitric oxide pathway were tested in platelets from a larger cohort of unique patients with IPAH. Platelets showed abnormalities in the prostacyclin and nitric oxide pathways, which are dysregulated in IPAH and hence targets of therapy. We detected reduced expression of G protein αs and increased expression of the regulatory subunits of the cAMP-dependent protein kinase (PKA) type II isoforms, supporting an overall decrease in the activation of the prostacyclin pathway. We noted reduced levels of the soluble guanylate cyclase (sGC) subunits and increased expression of the phosphodiesterase type 5 A (PDE5A), conditions that affect the response to nitric oxide. Ensuing analysis of 38 unique patients with IPAH demonstrated considerable variation in the levels and specific activity of sGC, a finding with novel implications for personalized therapy. Platelets have some of the characteristic vasoactive signal abnormalities seen in IPAH and may provide comprehensive ex vivo mechanistic information to direct therapeutic decisions.
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Affiliation(s)
- Kulwant S Aulak
- Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - Sami Al Abdi
- Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - Ling Li
- Proteomics Shared Laboratory Resource, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - Jack S Crabb
- Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Arnab Ghosh
- Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - Belinda Willard
- Proteomics Shared Laboratory Resource, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - Dennis J Stuehr
- Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
| | - John W Crabb
- Cole Eye Institute, Cleveland Clinic, Cleveland, Ohio
| | - Raed A Dweik
- Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
- Department of Pulmonary, Allergy and Critical Care Medicine, Respiratory Institute, Cleveland Clinic, Cleveland, Ohio
| | - Adriano R Tonelli
- Inflammation and Immunity, Lerner Research Institute, Cleveland Clinic, Cleveland, Ohio
- Department of Pulmonary, Allergy and Critical Care Medicine, Respiratory Institute, Cleveland Clinic, Cleveland, Ohio
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