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Corbacho-Alonso N, Sastre-Oliva T, López-Almodovar LF, Solis J, Padial LR, Tejerina T, Carrascal M, Mourino-Alvarez L, Barderas MG. Diabetes mellitus and aortic stenosis head to head: toward personalized medicine in patients with both pathologies. Transl Res 2023; 259:35-45. [PMID: 37085047 DOI: 10.1016/j.trsl.2023.04.002] [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: 11/29/2022] [Revised: 03/30/2023] [Accepted: 04/13/2023] [Indexed: 04/23/2023]
Abstract
Diabetes mellitus (DM) and calcific aortic stenosis (CAS) are common morbidities in the elderly, which are both chronic, progressive and often concomitant diseases. Several studies revealed that DM increases the risk of developing severe CAS, yet clear information about the relationship between both these diseases and the influence of DM on the progression of CAS is currently lacking. To evaluate the effect of DM on aortic valves and on the process of calcification, and to achieve better patient management in daily clinical practice, we analysed calcified and noncalcified valve tissue from patients with severe CAS, with or without DM. A proteomic strategy using isobaric tags was adopted and the plasma concentrations of nine proteins were studied using 3 orthogonal methods and in a separate cell model. The differentially expressed proteins identified are implicated in biological processes like endopeptidase activity, lipid metabolism, coagulation, and fibrinolysis. The results obtained provide evidence that DM provokes changes in the proteome of aortic valves, affecting valve calcification. This finding may help enhance our understanding of the pathogenesis of CAS and how DM affects the evolution of this condition, an important step in identifying targets to personalize the treatment of these patients.
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Affiliation(s)
- Nerea Corbacho-Alonso
- Department of Vascular Physiopathology, Hospital Nacional de Paraplejicos, Instituto de Investigación Sanitaria de Castilla-La Mancha (IDISCAM), Spain
| | - Tamara Sastre-Oliva
- Department of Vascular Physiopathology, Hospital Nacional de Paraplejicos, Instituto de Investigación Sanitaria de Castilla-La Mancha (IDISCAM), Spain
| | | | - Jorge Solis
- Department of Cardiology, Hospital Universitario 12 de Octubre and Instituto de Investigación Sanitaria Hospital 12 de Octubre (imas12), Madrid, Spain; AtriaClinic, Madrid, Spain; Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV), Instituto de Salud Carlos III, Madrid, Spain
| | - Luis R Padial
- Department of Cardiology, Hospital General Universitario de Toledo, SESCAM, Toledo, Spain
| | - Teresa Tejerina
- Department of Pharmacology, School of Medicine, Universidad Complutense de Madrid, Madrid, Spain
| | - Montserrat Carrascal
- Biological and Environmental Proteomics, Institut d'Investigacions Biomèdiques de Barcelona-CSIC, IDIBAPS, Barcelona, Spain
| | - Laura Mourino-Alvarez
- Department of Vascular Physiopathology, Hospital Nacional de Paraplejicos, Instituto de Investigación Sanitaria de Castilla-La Mancha (IDISCAM), Spain
| | - Maria G Barderas
- Department of Vascular Physiopathology, Hospital Nacional de Paraplejicos, Instituto de Investigación Sanitaria de Castilla-La Mancha (IDISCAM), Spain.
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2
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Semenova D, Zabirnyk A, Lobov A, Boyarskaya N, Kachanova O, Uspensky V, Zainullina B, Denisov E, Gerashchenko T, Kvitting JPE, Kaljusto ML, Thiede B, Kostareva A, Stensløkken KO, Vaage J, Malashicheva A. Multi-omics of in vitro aortic valve calcification. Front Cardiovasc Med 2022; 9:1043165. [PMID: 36407442 PMCID: PMC9669078 DOI: 10.3389/fcvm.2022.1043165] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Accepted: 09/23/2022] [Indexed: 09/10/2023] Open
Abstract
Heart valve calcification is an active cellular and molecular process that partly remains unknown. Osteogenic differentiation of valve interstitial cells (VIC) is a central mechanism in calcific aortic valve disease (CAVD). Studying mechanisms in CAVD progression is clearly needed. In this study, we compared molecular mechanisms of osteogenic differentiation of human VIC isolated from healthy donors or patients with CAVD by RNA-seq transcriptomics in early timepoint (48 h) and by shotgun proteomics at later timepoint (10th day). Bioinformatic analysis revealed genes and pathways involved in the regulation of VIC osteogenic differentiation. We found a high amount of stage-specific differentially expressed genes and good accordance between transcriptomic and proteomic data. Functional annotation of differentially expressed proteins revealed that osteogenic differentiation of VIC involved many signaling cascades such as: PI3K-Akt, MAPK, Ras, TNF signaling pathways. Wnt, FoxO, and HIF-1 signaling pathways were modulated only at the early timepoint and thus probably involved in the commitment of VIC to osteogenic differentiation. We also observed a significant shift of some metabolic pathways in the early stage of VIC osteogenic differentiation. Lentiviral overexpression of one of the most upregulated genes (ZBTB16, PLZF) increased calcification of VIC after osteogenic stimulation. Analysis with qPCR and shotgun proteomics suggested a proosteogenic role of ZBTB16 in the early stages of osteogenic differentiation.
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Affiliation(s)
- Daria Semenova
- Institute of Cytology Russian Academy of Science, St. Petersburg, Russia
- Almazov National Medical Research Center Russia, St. Petersburg, Russia
| | - Arsenii Zabirnyk
- Heart Physiology Research Group, Division of Physiology, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
- Oslo University Hospital, Oslo, Norway
| | - Arseniy Lobov
- Institute of Cytology Russian Academy of Science, St. Petersburg, Russia
| | | | - Olga Kachanova
- Almazov National Medical Research Center Russia, St. Petersburg, Russia
| | - Vladimir Uspensky
- Almazov National Medical Research Center Russia, St. Petersburg, Russia
| | - Bozhana Zainullina
- Centre for Molecular and Cell Technologies, St. Petersburg State University, St. Petersburg, Russia
| | - Evgeny Denisov
- Laboratory of Cancer Progression Biology, Cancer Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, Russia
| | - Tatiana Gerashchenko
- Laboratory of Cancer Progression Biology, Cancer Research Institute, Tomsk National Research Medical Center, Russian Academy of Sciences, Tomsk, Russia
| | - John-Peder Escobar Kvitting
- Heart Physiology Research Group, Division of Physiology, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
- Oslo University Hospital, Oslo, Norway
| | | | - Bernd Thiede
- Heart Physiology Research Group, Division of Physiology, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Anna Kostareva
- Almazov National Medical Research Center Russia, St. Petersburg, Russia
| | - Kåre-Olav Stensløkken
- Heart Physiology Research Group, Division of Physiology, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Jarle Vaage
- Heart Physiology Research Group, Division of Physiology, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
- Oslo University Hospital, Oslo, Norway
| | - Anna Malashicheva
- Institute of Cytology Russian Academy of Science, St. Petersburg, Russia
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3
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Bogdanova M, Zabirnyk A, Malashicheva A, Semenova D, Kvitting JPE, Kaljusto ML, Perez MDM, Kostareva A, Stensløkken KO, Sullivan GJ, Rutkovskiy A, Vaage J. Models and Techniques to Study Aortic Valve Calcification in Vitro, ex Vivo and in Vivo. An Overview. Front Pharmacol 2022; 13:835825. [PMID: 35721220 PMCID: PMC9203042 DOI: 10.3389/fphar.2022.835825] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 04/29/2022] [Indexed: 11/23/2022] Open
Abstract
Aortic valve stenosis secondary to aortic valve calcification is the most common valve disease in the Western world. Calcification is a result of pathological proliferation and osteogenic differentiation of resident valve interstitial cells. To develop non-surgical treatments, the molecular and cellular mechanisms of pathological calcification must be revealed. In the current overview, we present methods for evaluation of calcification in different ex vivo, in vitro and in vivo situations including imaging in patients. The latter include echocardiography, scanning with computed tomography and magnetic resonance imaging. Particular emphasis is on translational studies of calcific aortic valve stenosis with a special focus on cell culture using human primary cell cultures. Such models are widely used and suitable for screening of drugs against calcification. Animal models are presented, but there is no animal model that faithfully mimics human calcific aortic valve disease. A model of experimentally induced calcification in whole porcine aortic valve leaflets ex vivo is also included. Finally, miscellaneous methods and aspects of aortic valve calcification, such as, for instance, biomarkers are presented.
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Affiliation(s)
- Maria Bogdanova
- Department of Molecular Medicine, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Arsenii Zabirnyk
- Department of Molecular Medicine, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway.,Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway
| | - Anna Malashicheva
- Institute of Cytology, Russian Academy of Sciences, Saint Petersburg, Russia
| | - Daria Semenova
- Institute of Cytology, Russian Academy of Sciences, Saint Petersburg, Russia
| | | | - Mari-Liis Kaljusto
- Department of Cardiothoracic Surgery, Oslo University Hospital, Oslo, Norway
| | | | - Anna Kostareva
- Almazov National Medical Research Centre, Saint Petersburg, Russia.,Department of Woman and Children Health, Karolinska Institute, Stockholm, Sweden
| | - Kåre-Olav Stensløkken
- Department of Molecular Medicine, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Gareth J Sullivan
- Department of Molecular Medicine, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway.,Norwegian Center for Stem Cell Research, Oslo University Hospital and University of Oslo, Oslo, Norway.,Institute of Immunology, Oslo University Hospital, Oslo, Norway.,Hybrid Technology Hub - Centre of Excellence, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway.,Department of Pediatric Research, Oslo University Hospital, Oslo, Norway
| | - Arkady Rutkovskiy
- Department of Molecular Medicine, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway.,Department of Pulmonary Diseases, Oslo University Hospital, Oslo, Norway
| | - Jarle Vaage
- Department of Molecular Medicine, Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway.,Department of Research and Development, Division of Emergencies and Critical Care, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, University of Oslo, Oslo, Norway
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4
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Serpooshan V, Mahmoudi M, Zhao M, Wei K, Sivanesan S, Motamedchaboki K, Malkovskiy AV, Gladstone AB, Cohen JE, Yang PC, Rajadas J, Bernstein D, Woo YJ, Ruiz-Lozano P. Protein Corona Influences Cell-Biomaterial Interactions in Nanostructured Tissue Engineering Scaffolds. ADVANCED FUNCTIONAL MATERIALS 2015; 25:4379-4389. [PMID: 27516731 PMCID: PMC4978190 DOI: 10.1002/adfm.201500875] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Biomaterials are extensively used to restore damaged tissues, in the forms of implants (e.g. tissue engineered scaffolds) or biomedical devices (e.g. pacemakers). Once in contact with the physiological environment, nanostructured biomaterials undergo modifications as a result of endogenous proteins binding to their surface. The formation of this macromolecular coating complex, known as 'protein corona', onto the surface of nanoparticles and its effect on cell-particle interactions are currently under intense investigation. In striking contrast, protein corona constructs within nanostructured porous tissue engineering scaffolds remain poorly characterized. As organismal systems are highly dynamic, it is conceivable that the formation of distinct protein corona on implanted scaffolds might itself modulate cell-extracellular matrix interactions. Here, we report that corona complexes formed onto the fibrils of engineered collagen scaffolds display specific, distinct, and reproducible compositions that are a signature of the tissue microenvironment as well as being indicative of the subject's health condition. Protein corona formed on collagen matrices modulated cellular secretome in a context-specific manner ex-vivo, demonstrating their role in regulating scaffold-cellular interactions. Together, these findings underscore the importance of custom-designing personalized nanostructured biomaterials, according to the biological milieu and disease state. We propose the use of protein corona as in situ biosensor of temporal and local biomarkers.
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Affiliation(s)
- Vahid Serpooshan
- Stanford Cardiovascular Institute, Stanford, CA, 94305 USA
- Department of Pediatrics, Stanford University, 300 Pasteur Dr., Stanford, CA 94305
| | - Morteza Mahmoudi
- Stanford Cardiovascular Institute, Stanford, CA, 94305 USA
- Division of Cardiovascular Medicine, Stanford University, 300 Pasteur Dr., Stanford, CA 94305
| | - Mingming Zhao
- Department of Pediatrics, Stanford University, 300 Pasteur Dr., Stanford, CA 94305
| | - Ke Wei
- Sanford-Burnham Medical Research Institute, 10901 N. Torrey Pines Road, La Jolla, CA, 92037
| | - Senthilkumar Sivanesan
- Biomaterials and Advanced Drug Delivery Laboratory, Stanford University, 300 Pasteur Dr., Stanford, CA 94305
| | | | - Andrey V. Malkovskiy
- Biomaterials and Advanced Drug Delivery Laboratory, Stanford University, 300 Pasteur Dr., Stanford, CA 94305
| | - Andrew B. Gladstone
- Department of Cardiothoracic Surgery, Stanford University Medical Center, Stanford, CA 94305
| | - Jeffrey E. Cohen
- Department of Cardiothoracic Surgery, Stanford University Medical Center, Stanford, CA 94305
| | - Phillip C. Yang
- Stanford Cardiovascular Institute, Stanford, CA, 94305 USA
- Division of Cardiovascular Medicine, Stanford University, 300 Pasteur Dr., Stanford, CA 94305
| | - Jayakumar Rajadas
- Stanford Cardiovascular Institute, Stanford, CA, 94305 USA
- Biomaterials and Advanced Drug Delivery Laboratory, Stanford University, 300 Pasteur Dr., Stanford, CA 94305
| | - Daniel Bernstein
- Stanford Cardiovascular Institute, Stanford, CA, 94305 USA
- Department of Pediatrics, Stanford University, 300 Pasteur Dr., Stanford, CA 94305
| | - Y. Joseph Woo
- Department of Cardiothoracic Surgery, Stanford University Medical Center, Stanford, CA 94305
| | - Pilar Ruiz-Lozano
- Stanford Cardiovascular Institute, Stanford, CA, 94305 USA
- Department of Pediatrics, Stanford University, 300 Pasteur Dr., Stanford, CA 94305
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