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Hof A, Guthoff H, Ahdab M, Landerer M, Schäkel J, Niehues J, Schorscher M, Zimmermann O, Winkels H, von Stein P, Geißen S, Baldus S, Adam M, Mollenhauer M, Mehrkens D. Vascular Ultrasound for In Vivo Assessment of Arterial Pathologies in a Murine Model of Atherosclerosis and Aortic Aneurysm. Int J Mol Sci 2023; 24:15261. [PMID: 37894941 PMCID: PMC10607567 DOI: 10.3390/ijms242015261] [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: 09/18/2023] [Revised: 10/11/2023] [Accepted: 10/13/2023] [Indexed: 10/29/2023] Open
Abstract
Vascular diseases like atherosclerosis and abdominal aortic aneurysm (AAA) are common pathologies in the western world, promoting various potentially fatal conditions. Here, we evaluate high-resolution (HR) ultrasound in mouse models of atherosclerosis and AAA as a useful tool for noninvasive monitoring of early vascular changes in vivo. We used Apolipoprotein E-deficient (ApoE-/-) mice as an atherosclerosis model and induced AAA development by the implementation of Angiotensin II-releasing osmotic minipumps. HR ultrasound of the carotid artery or the abdominal aorta was performed to monitor vascular remodeling in vivo. Images were analyzed by speckle tracking algorithms and correlated to histological analyses and subsequent automated collagen quantification. Consistent changes were observed via ultrasound in both models: Global radial strain (GRS) was notably reduced in the AAA model (23.8 ± 2.8% vs. 12.5 ± 2.5%, p = 0.01) and in the atherosclerotic mice (20.6 ± 1.3% vs. 15.8 ± 0.9%, p = 0.02). In mice with AAA, vessel distensibility was significantly reduced, whereas intima-media thickness was increased in atherosclerotic mice. The area and collagen content of the tunica media were increased in diseased arteries of both models as measured by automated image analysis of Picrosirius Red-stained aortic sections. Correlation analysis revealed a strong correlation of multiple parameters, predicting early vascular damage in HR ultrasound and histological examinations. In conclusion, our findings underscore the potential of HR ultrasound in effectively tracing early alterations in arterial wall properties in murine models of atherosclerosis and AAA.
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Affiliation(s)
- Alexander Hof
- Department for Experimental Cardiology, Faculty of Medicine, University of Cologne, Clinic III for Internal Medicine, University Hospital Cologne, 50937 Cologne, Germany; (A.H.); (M.A.); (M.L.); (J.S.); (J.N.); (M.S.); (O.Z.); (H.W.); (P.v.S.); (S.G.); (S.B.); (M.A.); (M.M.)
- Center for Molecular Medicine Cologne (CMMC), Faculty of Medicine and Faculty of Mathematics and Natural Sciences, University of Cologne, 50937 Cologne, Germany
| | - Henning Guthoff
- Department for Experimental Cardiology, Faculty of Medicine, University of Cologne, Clinic III for Internal Medicine, University Hospital Cologne, 50937 Cologne, Germany; (A.H.); (M.A.); (M.L.); (J.S.); (J.N.); (M.S.); (O.Z.); (H.W.); (P.v.S.); (S.G.); (S.B.); (M.A.); (M.M.)
- Center for Molecular Medicine Cologne (CMMC), Faculty of Medicine and Faculty of Mathematics and Natural Sciences, University of Cologne, 50937 Cologne, Germany
| | - Maysam Ahdab
- Department for Experimental Cardiology, Faculty of Medicine, University of Cologne, Clinic III for Internal Medicine, University Hospital Cologne, 50937 Cologne, Germany; (A.H.); (M.A.); (M.L.); (J.S.); (J.N.); (M.S.); (O.Z.); (H.W.); (P.v.S.); (S.G.); (S.B.); (M.A.); (M.M.)
| | - Max Landerer
- Department for Experimental Cardiology, Faculty of Medicine, University of Cologne, Clinic III for Internal Medicine, University Hospital Cologne, 50937 Cologne, Germany; (A.H.); (M.A.); (M.L.); (J.S.); (J.N.); (M.S.); (O.Z.); (H.W.); (P.v.S.); (S.G.); (S.B.); (M.A.); (M.M.)
| | - Jasper Schäkel
- Department for Experimental Cardiology, Faculty of Medicine, University of Cologne, Clinic III for Internal Medicine, University Hospital Cologne, 50937 Cologne, Germany; (A.H.); (M.A.); (M.L.); (J.S.); (J.N.); (M.S.); (O.Z.); (H.W.); (P.v.S.); (S.G.); (S.B.); (M.A.); (M.M.)
- Center for Molecular Medicine Cologne (CMMC), Faculty of Medicine and Faculty of Mathematics and Natural Sciences, University of Cologne, 50937 Cologne, Germany
| | - Jana Niehues
- Department for Experimental Cardiology, Faculty of Medicine, University of Cologne, Clinic III for Internal Medicine, University Hospital Cologne, 50937 Cologne, Germany; (A.H.); (M.A.); (M.L.); (J.S.); (J.N.); (M.S.); (O.Z.); (H.W.); (P.v.S.); (S.G.); (S.B.); (M.A.); (M.M.)
| | - Maximilian Schorscher
- Department for Experimental Cardiology, Faculty of Medicine, University of Cologne, Clinic III for Internal Medicine, University Hospital Cologne, 50937 Cologne, Germany; (A.H.); (M.A.); (M.L.); (J.S.); (J.N.); (M.S.); (O.Z.); (H.W.); (P.v.S.); (S.G.); (S.B.); (M.A.); (M.M.)
- Center for Molecular Medicine Cologne (CMMC), Faculty of Medicine and Faculty of Mathematics and Natural Sciences, University of Cologne, 50937 Cologne, Germany
| | - Oscar Zimmermann
- Department for Experimental Cardiology, Faculty of Medicine, University of Cologne, Clinic III for Internal Medicine, University Hospital Cologne, 50937 Cologne, Germany; (A.H.); (M.A.); (M.L.); (J.S.); (J.N.); (M.S.); (O.Z.); (H.W.); (P.v.S.); (S.G.); (S.B.); (M.A.); (M.M.)
- Center for Molecular Medicine Cologne (CMMC), Faculty of Medicine and Faculty of Mathematics and Natural Sciences, University of Cologne, 50937 Cologne, Germany
| | - Holger Winkels
- Department for Experimental Cardiology, Faculty of Medicine, University of Cologne, Clinic III for Internal Medicine, University Hospital Cologne, 50937 Cologne, Germany; (A.H.); (M.A.); (M.L.); (J.S.); (J.N.); (M.S.); (O.Z.); (H.W.); (P.v.S.); (S.G.); (S.B.); (M.A.); (M.M.)
- Center for Molecular Medicine Cologne (CMMC), Faculty of Medicine and Faculty of Mathematics and Natural Sciences, University of Cologne, 50937 Cologne, Germany
| | - Philipp von Stein
- Department for Experimental Cardiology, Faculty of Medicine, University of Cologne, Clinic III for Internal Medicine, University Hospital Cologne, 50937 Cologne, Germany; (A.H.); (M.A.); (M.L.); (J.S.); (J.N.); (M.S.); (O.Z.); (H.W.); (P.v.S.); (S.G.); (S.B.); (M.A.); (M.M.)
| | - Simon Geißen
- Department for Experimental Cardiology, Faculty of Medicine, University of Cologne, Clinic III for Internal Medicine, University Hospital Cologne, 50937 Cologne, Germany; (A.H.); (M.A.); (M.L.); (J.S.); (J.N.); (M.S.); (O.Z.); (H.W.); (P.v.S.); (S.G.); (S.B.); (M.A.); (M.M.)
- Center for Molecular Medicine Cologne (CMMC), Faculty of Medicine and Faculty of Mathematics and Natural Sciences, University of Cologne, 50937 Cologne, Germany
| | - Stephan Baldus
- Department for Experimental Cardiology, Faculty of Medicine, University of Cologne, Clinic III for Internal Medicine, University Hospital Cologne, 50937 Cologne, Germany; (A.H.); (M.A.); (M.L.); (J.S.); (J.N.); (M.S.); (O.Z.); (H.W.); (P.v.S.); (S.G.); (S.B.); (M.A.); (M.M.)
- Center for Molecular Medicine Cologne (CMMC), Faculty of Medicine and Faculty of Mathematics and Natural Sciences, University of Cologne, 50937 Cologne, Germany
| | - Matti Adam
- Department for Experimental Cardiology, Faculty of Medicine, University of Cologne, Clinic III for Internal Medicine, University Hospital Cologne, 50937 Cologne, Germany; (A.H.); (M.A.); (M.L.); (J.S.); (J.N.); (M.S.); (O.Z.); (H.W.); (P.v.S.); (S.G.); (S.B.); (M.A.); (M.M.)
- Center for Molecular Medicine Cologne (CMMC), Faculty of Medicine and Faculty of Mathematics and Natural Sciences, University of Cologne, 50937 Cologne, Germany
| | - Martin Mollenhauer
- Department for Experimental Cardiology, Faculty of Medicine, University of Cologne, Clinic III for Internal Medicine, University Hospital Cologne, 50937 Cologne, Germany; (A.H.); (M.A.); (M.L.); (J.S.); (J.N.); (M.S.); (O.Z.); (H.W.); (P.v.S.); (S.G.); (S.B.); (M.A.); (M.M.)
- Center for Molecular Medicine Cologne (CMMC), Faculty of Medicine and Faculty of Mathematics and Natural Sciences, University of Cologne, 50937 Cologne, Germany
| | - Dennis Mehrkens
- Department for Experimental Cardiology, Faculty of Medicine, University of Cologne, Clinic III for Internal Medicine, University Hospital Cologne, 50937 Cologne, Germany; (A.H.); (M.A.); (M.L.); (J.S.); (J.N.); (M.S.); (O.Z.); (H.W.); (P.v.S.); (S.G.); (S.B.); (M.A.); (M.M.)
- Center for Molecular Medicine Cologne (CMMC), Faculty of Medicine and Faculty of Mathematics and Natural Sciences, University of Cologne, 50937 Cologne, Germany
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Dong Z, Zhao Y, Chen Y, Liu Z, Song H, Li H, Shi D, Zhou C, Zhou J, Liu R. Evaluating Atherosclerosis of the Abdominal Aorta in Rabbits Using 2-D Strain Imaging. ULTRASOUND IN MEDICINE & BIOLOGY 2022; 48:2199-2206. [PMID: 35953348 DOI: 10.1016/j.ultrasmedbio.2022.05.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 05/05/2022] [Accepted: 05/22/2022] [Indexed: 06/15/2023]
Abstract
After establishment of an animal model of atherosclerosis, speckle tracking imaging was performed to analyze the correlation between ultrasound characteristics and pathological manifestations. Rabbits were divided into the normal control (NC) and atherosclerosis (AS) groups. Rabbits in the AS group were subjected to ultrasound-guided balloon injury of the abdominal aorta and fed a high-fat diet for 16 wk. Rabbits in the NC group were fed a normal diet for the same period. After 16 wk, all animals underwent serological tests, ultrasound and speckle tracking circumferential strain analysis. In the AS group, 28 hypo-echoic plaques had formed. The circumferential strain of six segments at the short axis of plaques in the AS group was lower than that in the NC group (p < 0.001), and global circumferential strain (GCS) in the AS group was significantly reduced compared with the NC group (p < 0.001). In the AS group, the area ratio of type I to type III collagen fibers was smaller than that in the NC group. The GCS of atherosclerotic plaques was positively correlated with the area ratio of type I to type III collagen fibers in plaques (r = 0.7181, p < 0.001). In conclusion, there is a significant positive correlation between the decreased circumferential strain and the decreased area ratio of type I to type III collagen fibers in hypo-echoic plaques.
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Affiliation(s)
- Zhizhi Dong
- Department of Ultrasound, First College of Clinical Medical Sciences, China Three Gorges University & Yichang Central People's Hospital, Yichang, China; Central Laboratory, First College of Clinical Medical Science, China Three Gorges University & Yichang Central People's Hospital, Yichang, China
| | - Yun Zhao
- Medical College of China Three Gorges University, Yichang, China
| | - Yue Chen
- Department of Ultrasound, First College of Clinical Medical Sciences, China Three Gorges University & Yichang Central People's Hospital, Yichang, China; Central Laboratory, First College of Clinical Medical Science, China Three Gorges University & Yichang Central People's Hospital, Yichang, China
| | - Zulin Liu
- Department of Ultrasound, First College of Clinical Medical Sciences, China Three Gorges University & Yichang Central People's Hospital, Yichang, China
| | - Haiying Song
- Department of Ultrasound, First College of Clinical Medical Sciences, China Three Gorges University & Yichang Central People's Hospital, Yichang, China
| | - Hao Li
- Department of Gastrointestinal Surgery, First College of Clinical Medical Sciences, China Three Gorges University & Yichang Central People's Hospital, Yichang, China
| | - Douzi Shi
- Department of Ultrasound, First College of Clinical Medical Sciences, China Three Gorges University & Yichang Central People's Hospital, Yichang, China; Central Laboratory, First College of Clinical Medical Science, China Three Gorges University & Yichang Central People's Hospital, Yichang, China
| | - Chang Zhou
- Department of Ultrasound, First College of Clinical Medical Sciences, China Three Gorges University & Yichang Central People's Hospital, Yichang, China
| | - Jun Zhou
- Department of Ultrasound, First College of Clinical Medical Sciences, China Three Gorges University & Yichang Central People's Hospital, Yichang, China
| | - Rong Liu
- Department of Ultrasound, First College of Clinical Medical Sciences, China Three Gorges University & Yichang Central People's Hospital, Yichang, China.
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Karagiannis F, Peukert K, Surace L, Michla M, Nikolka F, Fox M, Weiss P, Feuerborn C, Maier P, Schulz S, Al B, Seeliger B, Welte T, David S, Grondman I, de Nooijer AH, Pickkers P, Kleiner JL, Berger MM, Brenner T, Putensen C, Kato H, Garbi N, Netea MG, Hiller K, Placek K, Bode C, Wilhelm C. Impaired ketogenesis ties metabolism to T cell dysfunction in COVID-19. Nature 2022; 609:801-807. [PMID: 35901960 PMCID: PMC9428867 DOI: 10.1038/s41586-022-05128-8] [Citation(s) in RCA: 61] [Impact Index Per Article: 30.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Accepted: 07/20/2022] [Indexed: 01/08/2023]
Abstract
Anorexia and fasting are host adaptations to acute infection, inducing a metabolic switch towards ketogenesis and the production of ketone bodies, including β-hydroxybutyrate (BHB) 1-6. However, whether ketogenesis metabolically influences the immune response in pulmonary infections remains unclear. Here we report impaired production of BHB in humans with SARS-CoV-2-induced but not influenza-induced acute respiratory distress syndrome (ARDS). CD4+ T cell function is impaired in COVID-19 and BHB promotes both survival and production of Interferon-γ from CD4+ T cells. Using metabolic tracing analysis, we uncovered that BHB provides an alternative carbon source to fuel oxidative phosphorylation (OXPHOS) and the production of bioenergetic amino acids and glutathione, which is important for maintaining the redox balance. T cells from patients with SARS-CoV-2-induced ARDS were exhausted and skewed towards glycolysis, but can be metabolically reprogrammed by BHB to perform OXPHOS, thereby increasing their functionality. Finally, we demonstrate that ketogenic diet (KD) and delivery of BHB as ketone ester drink restores CD4+ T cell metabolism and function in respiratory infections, ultimately reducing the mortality of SARS-CoV-2 infected mice. Altogether, our data reveal BHB as alternative carbon source promoting T cell responses in pulmonary viral infections, highlighting impaired ketogenesis as a potential confounder of severe COVID-19.
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Affiliation(s)
- Fotios Karagiannis
- Immunopathology Unit, Institute of Clinical Chemistry and Clinical Pharmacology, Medical Faculty, University Hospital Bonn, University of Bonn, Bonn, Germany
| | - Konrad Peukert
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Bonn, Venusberg-Campus 1, Bonn, Germany
| | - Laura Surace
- Immunopathology Unit, Institute of Clinical Chemistry and Clinical Pharmacology, Medical Faculty, University Hospital Bonn, University of Bonn, Bonn, Germany.,Department of Anesthesiology and Intensive Care Medicine, University Hospital Bonn, Venusberg-Campus 1, Bonn, Germany
| | - Marcel Michla
- Immunopathology Unit, Institute of Clinical Chemistry and Clinical Pharmacology, Medical Faculty, University Hospital Bonn, University of Bonn, Bonn, Germany
| | - Fabian Nikolka
- Department of Bioinformatics and Biochemistry, Braunschweig Integrated Center of Systems Biology, Technische Universität Braunschweig, Brunswick, Germany
| | - Mario Fox
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Bonn, Venusberg-Campus 1, Bonn, Germany
| | - Patricia Weiss
- Immunopathology Unit, Institute of Clinical Chemistry and Clinical Pharmacology, Medical Faculty, University Hospital Bonn, University of Bonn, Bonn, Germany
| | - Caroline Feuerborn
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Bonn, Venusberg-Campus 1, Bonn, Germany
| | - Paul Maier
- Immunopathology Unit, Institute of Clinical Chemistry and Clinical Pharmacology, Medical Faculty, University Hospital Bonn, University of Bonn, Bonn, Germany
| | - Susanne Schulz
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Bonn, Venusberg-Campus 1, Bonn, Germany
| | - Burcu Al
- Immunology and Metabolism Unit, Life & Medical Sciences Institute (LIMES), University of Bonn, Bonn, Germany
| | - Benjamin Seeliger
- Department of Respiratory Medicine and German Centre of Lung Research (DZL), Hannover Medical School, Carl-Neuberg-Str. 1, Hannover, Germany
| | - Tobias Welte
- Department of Respiratory Medicine and German Centre of Lung Research (DZL), Hannover Medical School, Carl-Neuberg-Str. 1, Hannover, Germany
| | - Sascha David
- Institute of Intensive Care Medicine, University Hospital Zurich, Zurich, Switzerland
| | - Inge Grondman
- Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Aline H de Nooijer
- Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Peter Pickkers
- Department of Intensive Care Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Jan Lukas Kleiner
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Bonn, Venusberg-Campus 1, Bonn, Germany
| | - Marc Moritz Berger
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Thorsten Brenner
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Christian Putensen
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Bonn, Venusberg-Campus 1, Bonn, Germany
| | | | - Hiroki Kato
- Institute of Experimental Immunology, Medical Faculty, University Hospital Bonn, University of Bonn, Bonn, Germany
| | - Natalio Garbi
- Institute of Innate Immunity, Medical Faculty, University Hospital Bonn, University of Bonn, Bonn, Germany
| | - Mihai G Netea
- Immunology and Metabolism Unit, Life & Medical Sciences Institute (LIMES), University of Bonn, Bonn, Germany.,Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Karsten Hiller
- Department of Bioinformatics and Biochemistry, Braunschweig Integrated Center of Systems Biology, Technische Universität Braunschweig, Brunswick, Germany
| | - Katarzyna Placek
- Immunology and Metabolism Unit, Life & Medical Sciences Institute (LIMES), University of Bonn, Bonn, Germany
| | - Christian Bode
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Bonn, Venusberg-Campus 1, Bonn, Germany.
| | - Christoph Wilhelm
- Immunopathology Unit, Institute of Clinical Chemistry and Clinical Pharmacology, Medical Faculty, University Hospital Bonn, University of Bonn, Bonn, Germany.
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BELCARO G, CESARONE MR, DUGALL M, CORSI M, HOSOI M, BAVERA PM, COTELLESE R, FERAGALLI B, IPPOLITO E. Effects of the collagen modulator Centellicum® and spinal elongation exercises on subclinical abdominal aneurysmal dilatation. ITALIAN JOURNAL OF VASCULAR AND ENDOVASCULAR SURGERY 2022. [DOI: 10.23736/s1824-4777.22.01537-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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Li J, Wang C, Wang W, Liu L, Zhang Q, Zhang J, Wang B, Wang S, Hou L, Gao C, Yu X, Sun L. PRDX2 Protects Against Atherosclerosis by Regulating the Phenotype and Function of the Vascular Smooth Muscle Cell. Front Cardiovasc Med 2021; 8:624796. [PMID: 33791345 PMCID: PMC8006347 DOI: 10.3389/fcvm.2021.624796] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2020] [Accepted: 02/09/2021] [Indexed: 01/05/2023] Open
Abstract
Peroxiredoxin 2 (PRDX2), an inhibitor of reactive oxygen species (ROS), is potentially involved in the progression of atherosclerosis (AS). The aim of this study was to explore the role and mechanism of PRDX2 in AS. The expression of PRDX2 was evaluated in 14 human carotid artery tissues with or without AS. The results showed that the positive reaction of PRDX2 was observed in the carotid artery vascular smooth muscle cells (CAVSMCs). To assess the mechanism by which PRDX2 may function in AS, the CAVSMCs were transfected with pEX4-PRDX2 and si-PRDX2. The catalase, hydrogen peroxide (H2O2) scavenger, was used to further confirm that PRDX2-induced inhibitory effects might be mediated through reducing ROS levels. Phenotype alteration and functional testing included transcription testing, immunostaining, and expression studies. The drug of MAPK signaling pathway inhibitors SB203580, SP600125, and PD98059 was used to evaluate the underlying mechanism. In this study, we found that the protein level of PRDX2 and the level of H2O2 were higher in the human AS carotid artery tissues than in the normal carotid artery tissues, accompanied with the activation of MAPK signaling pathway. The up-regulation of PRDX2 in the CAVSMCs significantly decreased the expression of ROS, collagen type I (COL I), collagen type III (COL III), vascular cell adhesion molecule-1 (VCAM-1), and intercellular adhesion molecule-1 (ICAM-1) and inhibited the proliferation, migration, and transformation of the CAVSMCs. The up-regulation of PRDX2 reversed the effect of the CAVSMCs treated with tumor necrosis factor-α (TNF-α). In addition, PRDX2 down-regulation promoted the protein levels of p-p38, p-JNK, and p-ERK, which was confirmed in relevant MAPK inhibitor treatment experiments. Our results suggest a protective role of PRDX2, as a scavenger of ROS, in AS progression through inhibiting the VSMC phenotype alteration and function via MAPK signaling pathway.
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Affiliation(s)
- Jing Li
- Department of Pathology and Forensic Medicine, College of Basic Medical Sciences, Dalian Medical University, Dalian, China
| | - Cong Wang
- Department of Pathology and Forensic Medicine, College of Basic Medical Sciences, Dalian Medical University, Dalian, China
| | - Wenjing Wang
- Department of Pathology and Forensic Medicine, College of Basic Medical Sciences, Dalian Medical University, Dalian, China
| | - Lingzi Liu
- Department of Pathology and Forensic Medicine, College of Basic Medical Sciences, Dalian Medical University, Dalian, China
| | - Qingqing Zhang
- Department of Pathology and Forensic Medicine, College of Basic Medical Sciences, Dalian Medical University, Dalian, China
| | - Jun Zhang
- Department of Pathology and Forensic Medicine, College of Basic Medical Sciences, Dalian Medical University, Dalian, China
| | - Bo Wang
- Department of Pathology and Forensic Medicine, College of Basic Medical Sciences, Dalian Medical University, Dalian, China
| | - Shujing Wang
- Department of Biochemistry and Molecular Biology, College of Basic Medical Sciences, Institute of Glycobiology, Dalian Medical University, Dalian, China
| | - Li Hou
- Department of Pathology and Forensic Medicine, College of Basic Medical Sciences, Dalian Medical University, Dalian, China
| | - Chuanzhou Gao
- Department of Electron Microscope, Dalian Medical University, Dalian, China
| | - Xiao Yu
- Department of Pathology and Forensic Medicine, College of Basic Medical Sciences, Dalian Medical University, Dalian, China
| | - Lei Sun
- Department of Pathology and Forensic Medicine, College of Basic Medical Sciences, Dalian Medical University, Dalian, China
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6
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Grizzi F, Fiorino S, Qehajaj D, Fornelli A, Russo C, de Biase D, Masetti M, Mastrangelo L, Zanello M, Lombardi R, Domanico A, Accogli E, Tura A, Mirandola L, Chiriva-Internati M, Bresalier RS, Jovine E, Leandri P, Di Tommaso L. Computer-aided assessment of the extra-cellular matrix during pancreatic carcinogenesis: a pilot study. J Transl Med 2019; 17:61. [PMID: 30819202 PMCID: PMC6393991 DOI: 10.1186/s12967-019-1817-3] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Accepted: 02/21/2019] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND A hallmark of pancreatic ductal adenocarcinoma is the desmoplastic reaction, but its impact on the tumor behavior remains controversial. Our aim was to introduce a computer -aided method to precisely quantify the amount of pancreatic collagenic extra-cellular matrix, its spatial distribution pattern, and the degradation process. METHODS A series of normal, inflammatory and neoplastic pancreatic ductal adenocarcinoma formalin-fixed and paraffin-embedded Sirius red stained sections were automatically digitized and analyzed using a computer-aided method. RESULTS We found a progressive increase of pancreatic collagenic extra-cellular matrix from normal to the inflammatory and pancreatic ductal adenocarcinoma. The two-dimensional fractal dimension showed a significant difference in the collagenic extra-cellular matrix spatial complexity between normal versus inflammatory and pancreatic ductal adenocarcinoma. A significant difference when comparing the number of cycles necessary to degrade the pancreatic collagenic extra-cellular matrix in normal versus inflammatory and pancreatic ductal adenocarcinoma was also found. The difference between inflammatory and pancreatic ductal adenocarcinoma was also significant. Furthermore, the mean velocity of collagenic extra-cellular matrix degradation was found to be faster in inflammatory and pancreatic ductal adenocarcinoma than in normal. CONCLUSION These findings demonstrate that inflammatory and pancreatic ductal adenocarcinomas are characterized by an increased amount of pancreatic collagenic extra-cellular matrix and by changes in their spatial complexity and degradation. Our study defines new features about the pancreatic collagenic extra-cellular matrix, and represents a basis for further investigations into the clinical behavior of pancreatic ductal adenocarcinoma and the development of therapeutic strategies.
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Affiliation(s)
- Fabio Grizzi
- Department of Immunology and Inflammation, Humanitas Clinical and Research Center—IRCCS, Rozzano, Milan, Italy
- Humanitas University, Rozzano, Milan, Italy
- Histology Core, Humanitas Clinical and Research Center—IRCCS, Rozzano, Milan, Italy
| | - Sirio Fiorino
- Internal Medicine Unit, Maggiore Hospital, Bologna, Italy
| | - Dorina Qehajaj
- Department of Immunology and Inflammation, Humanitas Clinical and Research Center—IRCCS, Rozzano, Milan, Italy
| | - Adele Fornelli
- Anatomic Pathology Service, Maggiore Hospital, Bologna, Italy
| | - Carlo Russo
- “Michele Rodriguez” Foundation-Institute for Quantitative Measures in Medicine, Milan, Italy
| | - Dario de Biase
- Department of Pharmacy and Biotechnology (FaBiT), University of Bologna, Bologna, Italy
| | | | | | | | | | - Andrea Domanico
- Ultrasound Center Internal Medicine A, Maggiore Hospital, Bologna, Italy
| | - Esterita Accogli
- Ultrasound Center Internal Medicine A, Maggiore Hospital, Bologna, Italy
| | | | | | - Maurizio Chiriva-Internati
- Kiromic Biopharma, Inc., Houston, TX USA
- Department of Gastroenterology, Hepatology & Nutrition, Division of Internal Medicine, The University of Texas MD Anderson Cancer, Houston, TX USA
| | - Robert S. Bresalier
- Department of Gastroenterology, Hepatology & Nutrition, Division of Internal Medicine, The University of Texas MD Anderson Cancer, Houston, TX USA
| | - Elio Jovine
- Surgery Unit, Maggiore Hospital, Bologna, Italy
| | - Paolo Leandri
- Internal Medicine Unit, Maggiore Hospital, Bologna, Italy
| | - Luca Di Tommaso
- Humanitas University, Rozzano, Milan, Italy
- Department of Pathology, Humanitas Clinical and Research Center—IRCCS, Rozzano, Milano, Italy
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