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Machiraju P, Srinivas R, Kannan R, George R, Heymans S, Mukhopadhyay R, Ghosh A. Paired Transcriptomic Analyses of Atheromatous and Control Vessels Reveal Novel Autophagy and Immunoregulatory Genes in Peripheral Artery Disease. Cells 2024; 13:1269. [PMID: 39120300 PMCID: PMC11312159 DOI: 10.3390/cells13151269] [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: 06/15/2024] [Revised: 07/17/2024] [Accepted: 07/26/2024] [Indexed: 08/10/2024] Open
Abstract
Peripheral artery disease (PAD), a significant health burden worldwide, affects lower extremities due to atherosclerosis in peripheral vessels. Although the mechanisms of PAD have been well studied, the molecular milieu of the plaques localized within peripheral arteries are not well understood. Thus, to identify PAD-lesion-specific gene expression profiles precluding genetic, environmental, and dietary biases, we studied the transcriptomic profile of nine plaque tissues normalized to non-plaque tissues from the same donors. A total of 296 upregulated genes, 274 downregulated genes, and 186 non-coding RNAs were identified. STAG1, SPCC3, FOXQ1, and E2F3 were key downregulated genes, and CD93 was the top upregulated gene. Autophagosome assembly, cellular response to UV, cytoskeletal organization, TCR signaling, and phosphatase activity were the key dysregulated pathways identified. Telomerase regulation and autophagy were identified as novel interacting pathways using network analysis. The plaque tissue was predominantly composed of immune cells and dedifferentiated cell populations indicated by cell-specific marker-imputed gene expression analysis. This study identifies novel genes, non-coding RNAs, associated regulatory pathways, and the cell composition of the plaque tissue in PAD patients. The autophagy and immunoregulatory genes may drive novel mechanisms, resulting in atheroma. These novel interacting networks and genes have potential for PAD-specific therapeutic applications.
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Affiliation(s)
- Praveen Machiraju
- GROW Research Laboratory, Narayana Nethralaya Foundation, Bangalore 560099, India; (P.M.); (R.K.)
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, 6229 ER Maastricht, The Netherlands;
| | - Rajesh Srinivas
- Department of Vascular and Endovascular Surgery, Narayana Health, Bangalore 560099, India; (R.S.); (R.G.)
| | - Ramaraj Kannan
- GROW Research Laboratory, Narayana Nethralaya Foundation, Bangalore 560099, India; (P.M.); (R.K.)
| | - Robbie George
- Department of Vascular and Endovascular Surgery, Narayana Health, Bangalore 560099, India; (R.S.); (R.G.)
| | - Stephane Heymans
- Department of Cardiology, Cardiovascular Research Institute Maastricht (CARIM), Maastricht University, 6229 ER Maastricht, The Netherlands;
- Centre for Molecular and Vascular Biology, Department of Cardiovascular Sciences, KU Leuven, Herestraat 49, bus911, 3000 Leuven, Belgium
| | - Rupak Mukhopadhyay
- Department of Molecular Biology and Biotechnology, Tezpur University, Tezpur 784028, India
| | - Arkasubhra Ghosh
- GROW Research Laboratory, Narayana Nethralaya Foundation, Bangalore 560099, India; (P.M.); (R.K.)
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Popescu AI, Rata AL, Barac S, Popescu R, Onofrei RR, Vlad C, Vlad D. Narrative Review of Biological Markers in Chronic Limb-Threatening Ischemia. Biomedicines 2024; 12:798. [PMID: 38672153 PMCID: PMC11047884 DOI: 10.3390/biomedicines12040798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2024] [Revised: 03/30/2024] [Accepted: 04/01/2024] [Indexed: 04/28/2024] Open
Abstract
BACKGROUND Chronic limb-threatening ischemia (CLTI), the advanced stage of peripheral arterial disease, is diagnosed in the presence of ischemic rest pain, non-healing ulcers, or gangrene. Several studies have demonstrated that inflammation and endothelial dysfunction are some of the main substrates of CLTI. METHODS A narrative review was conducted and reported according to PRISMA guidelines. Three databases were searched-Web of Science, Medline, and EMBASE-for the studies assessing CLTI and the biological markers related to it. RESULTS We included 22 studies, and all the markers identified (C-reactive protein, D-dimers, fibrinogen, cytokines, IL-6, TNF-α, ICAM-1 (Intracellular Adhesion Molecule-1), VCAM-1 (Vascular Cell Adhesion Molecule-1), neutrophile-to-lymphocytes ratio (NLR), IL-8, Pentraxin-3, neutrophil gelatinase-associated lipocalin (NGAL), calprotectin, E-selectin, P-selectin, neopterin, High-Mobility Group Box-1 protein (HGMB-1), Osteoprotegerin (OPG) and Sortilin) were positively associated with advanced CLTI, with major limb or major cardiovascular events in these patients. CONCLUSIONS All the studied markers had increased values in patients with CLTI, especially when associated with diabetes mellitus, proving a very important association between diabetes and major limb or cardiovascular events in these patients. There is a need for more studies to validate these markers in terms of diagnosis or prognosis in CLTI patients and in trying to find new medical strategies that target inflammation or endothelial dysfunction in these patients.
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Affiliation(s)
- Alexandra Ioana Popescu
- Pharmacology Department, Doctoral School, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania;
| | - Andreea Luciana Rata
- Surgical Emergencies Department, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania;
| | - Sorin Barac
- Vascular Surgery Department, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania
| | - Roxana Popescu
- Cell and Molecular Biology Department, ”Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania;
| | - Roxana Ramona Onofrei
- Department of Rehabilitation, Physical Medicine and Rheumatology, Research Center for Assessment of Human Motion, Functionality and Disability, ”Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania;
| | - Cristian Vlad
- Pharmacology Department, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania; (C.V.); (D.V.)
| | - Daliborca Vlad
- Pharmacology Department, “Victor Babes” University of Medicine and Pharmacy, 300041 Timisoara, Romania; (C.V.); (D.V.)
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Cartland SP, Stanley CP, Bursill C, Passam F, Figtree GA, Patel S, Loa J, Golledge J, Robinson DA, Aitken SJ, Kavurma MM. Sex, Endothelial Cell Functions, and Peripheral Artery Disease. Int J Mol Sci 2023; 24:17439. [PMID: 38139267 PMCID: PMC10744086 DOI: 10.3390/ijms242417439] [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: 10/03/2023] [Revised: 12/08/2023] [Accepted: 12/10/2023] [Indexed: 12/24/2023] Open
Abstract
Peripheral artery disease (PAD) is caused by blocked arteries due to atherosclerosis and/or thrombosis which reduce blood flow to the lower limbs. It results in major morbidity, including ischemic limb, claudication, and amputation, with patients also suffering a heightened risk of heart attack, stroke, and death. Recent studies suggest women have a higher prevalence of PAD than men, and with worse outcomes after intervention. In addition to a potential unconscious bias faced by women with PAD in the health system, with underdiagnosis, and lower rates of guideline-based therapy, fundamental biological differences between men and women may be important. In this review, we highlight sexual dimorphisms in endothelial cell functions and how they may impact PAD pathophysiology in women. Understanding sex-specific mechanisms in PAD is essential for the development of new therapies and personalized care for patients with PAD.
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Affiliation(s)
- Siân P. Cartland
- Heart Research Institute, The University of Sydney, Sydney, NSW 2042, Australia; (S.P.C.); (C.P.S.); (S.P.)
| | - Christopher P. Stanley
- Heart Research Institute, The University of Sydney, Sydney, NSW 2042, Australia; (S.P.C.); (C.P.S.); (S.P.)
| | - Christina Bursill
- South Australian Health and Medical Research Institute, Adelaide, SA 5000, Australia;
- Adelaide Medical School, University of Adelaide, Adelaide, SA 5005, Australia
| | - Freda Passam
- Faculty of Health and Medicine, The University of Sydney, Sydney, NSW 2050, Australia; (F.P.); (G.A.F.); (S.J.A.)
| | - Gemma A. Figtree
- Faculty of Health and Medicine, The University of Sydney, Sydney, NSW 2050, Australia; (F.P.); (G.A.F.); (S.J.A.)
- Kolling Institute of Medical Research, Sydney, NSW 2064, Australia
| | - Sanjay Patel
- Heart Research Institute, The University of Sydney, Sydney, NSW 2042, Australia; (S.P.C.); (C.P.S.); (S.P.)
- Royal Prince Alfred Hospital, Sydney, NSW 2050, Australia (D.A.R.)
| | - Jacky Loa
- Royal Prince Alfred Hospital, Sydney, NSW 2050, Australia (D.A.R.)
| | - Jonathan Golledge
- Queensland Research Centre for Peripheral Vascular Disease, College of Medicine and Dentistry, James Cook University, Townsville, QLD 4811, Australia;
- Department of Vascular and Endovascular Surgery, The Townsville University Hospital, Townsville, QLD 4814, Australia
| | | | - Sarah J. Aitken
- Faculty of Health and Medicine, The University of Sydney, Sydney, NSW 2050, Australia; (F.P.); (G.A.F.); (S.J.A.)
- Concord Institute of Academic Surgery, Concord Repatriation General Hospital, Sydney, NSW 2139, Australia
| | - Mary M. Kavurma
- Heart Research Institute, The University of Sydney, Sydney, NSW 2042, Australia; (S.P.C.); (C.P.S.); (S.P.)
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Scrivner O, Fletcher E, Hoffmann C, Li F, Wilkinson T, Miserlis D, Smith RS, Bohannon WT, Sutliff R, Jordan WD, Koutakis P, Brewster LP. Myoglobinemia, Peripheral Arterial Disease, and Patient Mortality. J Am Coll Surg 2023; 236:588-598. [PMID: 36656266 PMCID: PMC10010700 DOI: 10.1097/xcs.0000000000000554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Accepted: 12/13/2022] [Indexed: 01/20/2023]
Abstract
BACKGROUND Peripheral arterial disease (PAD) causes leg muscle damage due to inadequate perfusion and increases cardiovascular events and mortality 2- to 3-fold. It is unclear if PAD is a biomarker for high-risk cardiovascular disease or if skeletal muscle injury harms arterial health. The objective of this work is to test if serum myoglobin levels (myoglobinemia) are a marker of PAD, and if so, whether myoglobin impairs vascular health. STUDY DESIGN Patient blood samples were collected from PAD and control (no PAD) patients and interrogated for myoglobin concentrations and nitric oxide bioavailability. Patient mortality over time was captured from the medical record. Myoglobin activity was tested on endothelial cells and arterial function. RESULTS Myoglobin is a biomarker for symptomatic PAD and was inversely related to nitric oxide bioavailability; 200 ng/mL myoglobin in vitro increased endothelial cell permeability in vitro and decreased nitrate bioavailability. Ex vivo, 100 ng/mL myoglobin increased vascular tone in naive murine aortas approximately 1.5 times, impairing absolute vessel relaxation. In vivo, we demonstrated that myoglobinemia caused impaired flow-mediated dilation in a porcine model. Patients presenting with myoglobin levels of 100 ng/mL or greater had significantly more deaths than those with myoglobin levels of less than 100 ng/mL. CONCLUSIONS Using a combination of patient data, in vitro, ex vivo, and in vivo testing, we found that myoglobin is a biomarker for symptomatic PAD and a potent regulator of arterial health that can increase vascular tone, increase vascular permeability, and cause endothelial dysfunction, all of which may contribute to the vulnerability of PAD patients to cardiovascular events and death.
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Affiliation(s)
- Ottis Scrivner
- From the Emory University Department of Surgery, Atlanta, GA (Scrivner, Hoffmann, Li, Jordan, Brewster)
| | - Emma Fletcher
- Baylor University, Department of Biology, Waco, TX (Fletcher, Wilkinson, Koutakis)
| | - Carson Hoffmann
- From the Emory University Department of Surgery, Atlanta, GA (Scrivner, Hoffmann, Li, Jordan, Brewster)
- Atlanta VA Medical Center, Atlanta, GA (Hoffmann, Brewster)
| | - Feifei Li
- From the Emory University Department of Surgery, Atlanta, GA (Scrivner, Hoffmann, Li, Jordan, Brewster)
| | - Trevor Wilkinson
- Baylor University, Department of Biology, Waco, TX (Fletcher, Wilkinson, Koutakis)
| | - Dimitrios Miserlis
- University of Texas Health Science Center San Antonio, Department of Surgery, San Antonio, TX (Miserlis)
| | - Robert S Smith
- Baylor Scott and White Medical Center, Department of Surgery, Temple, TX (Smith, Bohannon)
| | - William T Bohannon
- Baylor Scott and White Medical Center, Department of Surgery, Temple, TX (Smith, Bohannon)
| | - Roy Sutliff
- National Institutes of Health, National Heart, Lung, and Blood Institute, Lung Biology and Disease Branch, Atlanta, GA (Sutliff)
| | - William D Jordan
- From the Emory University Department of Surgery, Atlanta, GA (Scrivner, Hoffmann, Li, Jordan, Brewster)
| | - Panagiotis Koutakis
- Baylor University, Department of Biology, Waco, TX (Fletcher, Wilkinson, Koutakis)
| | - Luke P Brewster
- From the Emory University Department of Surgery, Atlanta, GA (Scrivner, Hoffmann, Li, Jordan, Brewster)
- Atlanta VA Medical Center, Atlanta, GA (Hoffmann, Brewster)
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Kavurma MM, Bursill C, Stanley CP, Passam F, Cartland SP, Patel S, Loa J, Figtree GA, Golledge J, Aitken S, Robinson DA. Endothelial cell dysfunction: Implications for the pathogenesis of peripheral artery disease. Front Cardiovasc Med 2022; 9:1054576. [PMID: 36465438 PMCID: PMC9709122 DOI: 10.3389/fcvm.2022.1054576] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 10/24/2022] [Indexed: 08/27/2023] Open
Abstract
Peripheral artery disease (PAD) is caused by occluded or narrowed arteries that reduce blood flow to the lower limbs. The treatment focuses on lifestyle changes, management of modifiable risk factors and vascular surgery. In this review we focus on how Endothelial Cell (EC) dysfunction contributes to PAD pathophysiology and describe the largely untapped potential of correcting endothelial dysfunction. Moreover, we describe current treatments and clinical trials which improve EC dysfunction and offer insights into where future research efforts could be made. Endothelial dysfunction could represent a target for PAD therapy.
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Affiliation(s)
- Mary M. Kavurma
- Heart Research Institute, The University of Sydney, Sydney, NSW, Australia
| | - Christina Bursill
- South Australian Health and Medical Research Institute, Adelaide, SA, Australia
- Faculty of Health and Medical Science, University of Adelaide, Adelaide, SA, Australia
| | | | - Freda Passam
- Heart Research Institute, The University of Sydney, Sydney, NSW, Australia
- Central Clinical School, Faculty of Health and Medicine, The University of Sydney, Sydney, NSW, Australia
| | - Siân P. Cartland
- Heart Research Institute, The University of Sydney, Sydney, NSW, Australia
| | - Sanjay Patel
- Heart Research Institute, The University of Sydney, Sydney, NSW, Australia
- Royal Prince Alfred Hospital, Sydney, NSW, Australia
| | - Jacky Loa
- Royal Prince Alfred Hospital, Sydney, NSW, Australia
| | - Gemma A. Figtree
- Faculty of Health and Medicine, The University of Sydney, Sydney, NSW, Australia
- Kolling Institute of Medical Research, Royal North Shore Hospital, Sydney, NSW, Australia
| | - Jonathan Golledge
- Queensland Research Centre for Peripheral Vascular Disease, College of Medicine and Dentistry, James Cook University, Townsville, QLD, Australia
- The Department of Vascular and Endovascular Surgery, Townsville University Hospital, Townsville, QLD, Australia
| | - Sarah Aitken
- Faculty of Health and Medicine, The University of Sydney, Sydney, NSW, Australia
- Concord Institute of Academic Surgery, Concord Hospital, Sydney, NSW, Australia
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