1
|
Fernandes S, Oliver-De La Cruz J, Morazzo S, Niro F, Cassani M, Ďuríková H, Caravella A, Fiore P, Azzato G, De Marco G, Lauria A, Izzi V, Bosáková V, Fric J, Filipensky P, Forte G. TGF-β induces matrisome pathological alterations and EMT in patient-derived prostate cancer tumoroids. Matrix Biol 2024; 125:12-30. [PMID: 37944712 DOI: 10.1016/j.matbio.2023.11.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 09/28/2023] [Accepted: 11/06/2023] [Indexed: 11/12/2023]
Abstract
Extracellular matrix (ECM) tumorigenic alterations resulting in high matrix deposition and stiffening are hallmarks of adenocarcinomas and are collectively defined as desmoplasia. Here, we thoroughly analysed primary prostate cancer tissues obtained from numerous patients undergoing radical prostatectomy to highlight reproducible structural changes in the ECM leading to the loss of the glandular architecture. Starting from patient cells, we established prostate cancer tumoroids (PCTs) and demonstrated they require TGF-β signalling pathway activity to preserve phenotypical and structural similarities with the tissue of origin. By modulating TGF-β signalling pathway in PCTs, we unveiled its role in ECM accumulation and remodelling in prostate cancer. We also found that TGF-β-induced ECM remodelling is responsible for the initiation of prostate cell epithelial-to-mesenchymal transition (EMT) and the acquisition of a migratory, invasive phenotype. Our findings highlight the cooperative role of TGF-β signalling and ECM desmoplasia in prompting prostate cell EMT and promoting tumour progression and dissemination.
Collapse
Affiliation(s)
- Soraia Fernandes
- International Clinical Research Center, St. Anne's University Hospital, Brno 60200, Czech Republic.
| | - Jorge Oliver-De La Cruz
- International Clinical Research Center, St. Anne's University Hospital, Brno 60200, Czech Republic
| | - Sofia Morazzo
- International Clinical Research Center, St. Anne's University Hospital, Brno 60200, Czech Republic; Faculty of Medicine, Department of Biomedical Sciences, Masaryk University, Brno 62500, Czech Republic
| | - Francesco Niro
- International Clinical Research Center, St. Anne's University Hospital, Brno 60200, Czech Republic; Faculty of Medicine, Department of Biomedical Sciences, Masaryk University, Brno 62500, Czech Republic
| | - Marco Cassani
- International Clinical Research Center, St. Anne's University Hospital, Brno 60200, Czech Republic
| | - Helena Ďuríková
- International Clinical Research Center, St. Anne's University Hospital, Brno 60200, Czech Republic
| | - Alessio Caravella
- Department of Computer Engineering, Modelling, Electronics and Systems Engineering (DIMES), University of Calabria (UNICAL), Via P. Bucci, Cubo 42C, Rende (CS) 87036, Italy
| | - Piergiuseppe Fiore
- Department of Computer Engineering, Modelling, Electronics and Systems Engineering (DIMES), University of Calabria (UNICAL), Via P. Bucci, Cubo 42C, Rende (CS) 87036, Italy
| | - Giulia Azzato
- Department of Computer Engineering, Modelling, Electronics and Systems Engineering (DIMES), University of Calabria (UNICAL), Via P. Bucci, Cubo 42C, Rende (CS) 87036, Italy
| | - Giuseppe De Marco
- Information Technology Center (ICT), University of Calabria (UNICAL), Via P. Bucci, Cubo 22B, Rende (CS) 87036, Italy
| | - Agostino Lauria
- Department of Engineering for Innovation, University of Salento (UNISALENTO), Corpo Z, Campus Ecotekne, SP.6 per Monteroni, Lecce (LE), Italy
| | - Valerio Izzi
- Faculty of Biochemistry and Molecular Medicine, University of Oulu, Oulu FI-90014, Finland; Faculty of Medicine, BioIM Research Unit, University of Oulu, Oulu FI-90014, Finland; Foundation for the Finnish Cancer Institute, Tukholmankatu 8, Helsinki, Finland
| | - Veronika Bosáková
- International Clinical Research Center, St. Anne's University Hospital, Brno 60200, Czech Republic; Faculty of Medicine, Department of Biomedical Sciences, Masaryk University, Brno 62500, Czech Republic
| | - Jan Fric
- International Clinical Research Center, St. Anne's University Hospital, Brno 60200, Czech Republic; Institute of Hematology and Blood Transfusion, Prague, Czech Republic
| | - Petr Filipensky
- Department of Urology, St. Anne's University Hospital, Brno 60200, Czech Republic
| | - Giancarlo Forte
- International Clinical Research Center, St. Anne's University Hospital, Brno 60200, Czech Republic; School of Cardiovascular and Metabolic Medicine & Sciences, King's College London, London SE5 9NU, UK.
| |
Collapse
|
2
|
Prenesti G, Azzato G, Cassano K, De Marco G, Caravella A. Assessment of effectiveness factor in porous catalysts under non-symmetric external conditions of concentration. International Journal of Chemical Reactor Engineering 2022. [DOI: 10.1515/ijcre-2022-0143] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Abstract
the present paper, the effectiveness factor of porous catalytic particles is evaluated in the absence of boundary conditions symmetry over the external surface by computational fluid dynamic (CFD) techniques. The first-order kinetics of decane oxidation, already evaluated experimentally, is taken as a representative reaction. Our study arises from the fact that, in the open literature, the effectiveness factor is usually calculated considering conditions of symmetry of concentration field around particles. However, depending on the fluid dynamics of the system, such conditions are not always established and, thus, our work aims at studying for the first time the behaviour of particle catalysts with non-uniform concentration fields over the surface. In particular, the effectiveness factor of the particles in a catalytic layer is calculated in the absence of symmetry by changing several parameters (temperature, tortuosity and mean pore diameter of particle) using two different methods, named Sphere-by-Sphere (SbS) and Equisized-Volume (EV), respectively. The results of these two methods are then compared to the theoretical one obtained in the presence of spherical symmetry. As a main result, we found that, for moderately low values of Thiele modulus (<1.3 ca.), the analytical expression of the effectiveness factor obtained under spherical symmetry can be also applied in non-symmetric conditions. On the contrary, this cannot be done for higher values of Thiele modulus, for which we propose an empirical correlation of the effectiveness factor based on a corrected Thiele modulus. The efficacy of our approach is stated by the fact that pseudo-homogeneous-mode simulations of the heterogeneous system show results that match very well those obtained in heterogeneous mode, with an important reduction of calculation time and memory. The presented methodology can be also applied to n-order kinetics.
Collapse
Affiliation(s)
- Giuseppe Prenesti
- Department of Computer Engineering, Modelling, Electronics and Systems Engineering (DIMES) , University of Calabria , Via P. Bucci, Cubo 42C, 87036 (CS) , Rende , Italy
| | - Giulia Azzato
- Department of Computer Engineering, Modelling, Electronics and Systems Engineering (DIMES) , University of Calabria , Via P. Bucci, Cubo 42C, 87036 (CS) , Rende , Italy
| | - Katia Cassano
- Department of Computer Engineering, Modelling, Electronics and Systems Engineering (DIMES) , University of Calabria , Via P. Bucci, Cubo 42C, 87036 (CS) , Rende , Italy
| | - Giuseppe De Marco
- Information Technology Center (ICT) , University of Calabria , Via P. Bucci, Cubo 22B, 87036 (CS) , Rende , Italy
| | - Alessio Caravella
- Department of Computer Engineering, Modelling, Electronics and Systems Engineering (DIMES) , University of Calabria , Via P. Bucci, Cubo 42C, 87036 (CS) , Rende , Italy
| |
Collapse
|
3
|
Perestrelo AR, Silva AC, Oliver-De La Cruz J, Martino F, Horváth V, Caluori G, Polanský O, Vinarský V, Azzato G, de Marco G, Žampachová V, Skládal P, Pagliari S, Rainer A, Pinto-do-Ó P, Caravella A, Koci K, Nascimento DS, Forte G. Multiscale Analysis of Extracellular Matrix Remodeling in the Failing Heart. Circ Res 2021; 128:24-38. [PMID: 33106094 DOI: 10.1161/circresaha.120.317685] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Accepted: 10/25/2020] [Indexed: 12/14/2022]
Abstract
RATIONALE Cardiac ECM (extracellular matrix) comprises a dynamic molecular network providing structural support to heart tissue function. Understanding the impact of ECM remodeling on cardiac cells during heart failure (HF) is essential to prevent adverse ventricular remodeling and restore organ functionality in affected patients. OBJECTIVES We aimed to (1) identify consistent modifications to cardiac ECM structure and mechanics that contribute to HF and (2) determine the underlying molecular mechanisms. METHODS AND RESULTS We first performed decellularization of human and murine ECM (decellularized ECM) and then analyzed the pathological changes occurring in decellularized ECM during HF by atomic force microscopy, 2-photon microscopy, high-resolution 3-dimensional image analysis, and computational fluid dynamics simulation. We then performed molecular and functional assays in patient-derived cardiac fibroblasts based on YAP (yes-associated protein)-transcriptional enhanced associate domain (TEAD) mechanosensing activity and collagen contraction assays. The analysis of HF decellularized ECM resulting from ischemic or dilated cardiomyopathy, as well as from mouse infarcted tissue, identified a common pattern of modifications in their 3-dimensional topography. As compared with healthy heart, HF ECM exhibited aligned, flat, and compact fiber bundles, with reduced elasticity and organizational complexity. At the molecular level, RNA sequencing of HF cardiac fibroblasts highlighted the overrepresentation of dysregulated genes involved in ECM organization, or being connected to TGFβ1 (transforming growth factor β1), interleukin-1, TNF-α, and BDNF signaling pathways. Functional tests performed on HF cardiac fibroblasts pointed at mechanosensor YAP as a key player in ECM remodeling in the diseased heart via transcriptional activation of focal adhesion assembly. Finally, in vitro experiments clarified pathological cardiac ECM prevents cell homing, thus providing further hints to identify a possible window of action for cell therapy in cardiac diseases. CONCLUSIONS Our multiparametric approach has highlighted repercussions of ECM remodeling on cell homing, cardiac fibroblast activation, and focal adhesion protein expression via hyperactivated YAP signaling during HF.
Collapse
MESH Headings
- Adaptor Proteins, Signal Transducing/genetics
- Adaptor Proteins, Signal Transducing/metabolism
- Animals
- Cardiomyopathy, Dilated/genetics
- Cardiomyopathy, Dilated/metabolism
- Cardiomyopathy, Dilated/pathology
- Cardiomyopathy, Dilated/physiopathology
- Case-Control Studies
- Cell Movement
- Cells, Cultured
- Disease Models, Animal
- Extracellular Matrix/genetics
- Extracellular Matrix/metabolism
- Extracellular Matrix/ultrastructure
- Fibroblasts/metabolism
- Fibroblasts/ultrastructure
- Heart Failure/genetics
- Heart Failure/metabolism
- Heart Failure/pathology
- Heart Failure/physiopathology
- Humans
- Mechanotransduction, Cellular
- Mice, Inbred C57BL
- Myocardial Infarction/genetics
- Myocardial Infarction/metabolism
- Myocardial Infarction/pathology
- Myocardial Infarction/physiopathology
- Myocardium/metabolism
- Myocardium/ultrastructure
- Transcription Factors/genetics
- Transcription Factors/metabolism
- Ventricular Function, Left
- Ventricular Remodeling
- YAP-Signaling Proteins
- Mice
Collapse
Affiliation(s)
- Ana Rubina Perestrelo
- International Clinical Research Center, St. Anne's University Hospital Brno, Czech Republic (A.R.P., J.O.-D.L.C., F.M., V.H., G.C., O.P., V.V., S.P., K.K., G.F.)
| | - Ana Catarina Silva
- Instituto de Investigação e Inovação em Saúde and Instituto Nacional de Engenharia Biomédica, Universidade do Porto (A.C.S., P.P.-d.Ó., D.S.N.)
- Instituto de Ciências Biomédicas Abel Salazar, Universidade do Porto, Porto, Portugal (A.C.S., P.P.-d.Ó., D.S.N.)
- Gladstone Institute University of Cardiovascular Disease, San Francisco (A.C.S., J.O.-D.L.C.)
| | - Jorge Oliver-De La Cruz
- International Clinical Research Center, St. Anne's University Hospital Brno, Czech Republic (A.R.P., J.O.-D.L.C., F.M., V.H., G.C., O.P., V.V., S.P., K.K., G.F.)
- Gladstone Institute University of Cardiovascular Disease, San Francisco (A.C.S., J.O.-D.L.C.)
- Competence Center for Mechanobiology in Regenerative Medicine, INTERREG ATCZ133, Brno, Czech Republic (J.O.-D.L.C., F.M., V.V., G.F.)
| | - Fabiana Martino
- International Clinical Research Center, St. Anne's University Hospital Brno, Czech Republic (A.R.P., J.O.-D.L.C., F.M., V.H., G.C., O.P., V.V., S.P., K.K., G.F.)
- Competence Center for Mechanobiology in Regenerative Medicine, INTERREG ATCZ133, Brno, Czech Republic (J.O.-D.L.C., F.M., V.V., G.F.)
- Faculty of Medicine, Department of Biology, Masaryk University, CZ-62500 Brno, Czech Republic (F.M.)
| | - Vladimír Horváth
- International Clinical Research Center, St. Anne's University Hospital Brno, Czech Republic (A.R.P., J.O.-D.L.C., F.M., V.H., G.C., O.P., V.V., S.P., K.K., G.F.)
- Centre for Cardiovascular and Transplant Surgery, Brno, Czech Republic (V.H.)
| | - Guido Caluori
- International Clinical Research Center, St. Anne's University Hospital Brno, Czech Republic (A.R.P., J.O.-D.L.C., F.M., V.H., G.C., O.P., V.V., S.P., K.K., G.F.)
- Central European Institute for Technology, Masaryk University, Brno, Czech Republic (G.C., P.S.)
| | - Ondřej Polanský
- International Clinical Research Center, St. Anne's University Hospital Brno, Czech Republic (A.R.P., J.O.-D.L.C., F.M., V.H., G.C., O.P., V.V., S.P., K.K., G.F.)
| | - Vladimír Vinarský
- International Clinical Research Center, St. Anne's University Hospital Brno, Czech Republic (A.R.P., J.O.-D.L.C., F.M., V.H., G.C., O.P., V.V., S.P., K.K., G.F.)
- Competence Center for Mechanobiology in Regenerative Medicine, INTERREG ATCZ133, Brno, Czech Republic (J.O.-D.L.C., F.M., V.V., G.F.)
| | - Giulia Azzato
- Department of Computer Engineering, Modelling, Electronics and Systems Engineering (G.A., A.C.), University of Calabria, Rende, Italy
| | - Giuseppe de Marco
- Information Technology Center (G.d.M.), University of Calabria, Rende, Italy
| | - Víta Žampachová
- First Institute of Pathological Anatomy, St. Anne's University Hospital Brno and Masaryk University, Brno, Czech Republic (V.Ž.)
| | - Petr Skládal
- Central European Institute for Technology, Masaryk University, Brno, Czech Republic (G.C., P.S.)
| | - Stefania Pagliari
- International Clinical Research Center, St. Anne's University Hospital Brno, Czech Republic (A.R.P., J.O.-D.L.C., F.M., V.H., G.C., O.P., V.V., S.P., K.K., G.F.)
| | - Alberto Rainer
- Università Campus Bio-Medico di Roma, Rome, Italy (A.R.)
- Institute of Nanotechnologies (NANOTEC), National Research Council, Lecce, Italy (A.R.)
| | - Perpétua Pinto-do-Ó
- Instituto de Investigação e Inovação em Saúde and Instituto Nacional de Engenharia Biomédica, Universidade do Porto (A.C.S., P.P.-d.Ó., D.S.N.)
- Instituto de Ciências Biomédicas Abel Salazar, Universidade do Porto, Porto, Portugal (A.C.S., P.P.-d.Ó., D.S.N.)
| | - Alessio Caravella
- Department of Computer Engineering, Modelling, Electronics and Systems Engineering (G.A., A.C.), University of Calabria, Rende, Italy
| | - Kamila Koci
- International Clinical Research Center, St. Anne's University Hospital Brno, Czech Republic (A.R.P., J.O.-D.L.C., F.M., V.H., G.C., O.P., V.V., S.P., K.K., G.F.)
| | - Diana S Nascimento
- Instituto de Investigação e Inovação em Saúde and Instituto Nacional de Engenharia Biomédica, Universidade do Porto (A.C.S., P.P.-d.Ó., D.S.N.)
- Instituto de Ciências Biomédicas Abel Salazar, Universidade do Porto, Porto, Portugal (A.C.S., P.P.-d.Ó., D.S.N.)
| | - Giancarlo Forte
- International Clinical Research Center, St. Anne's University Hospital Brno, Czech Republic (A.R.P., J.O.-D.L.C., F.M., V.H., G.C., O.P., V.V., S.P., K.K., G.F.)
- Competence Center for Mechanobiology in Regenerative Medicine, INTERREG ATCZ133, Brno, Czech Republic (J.O.-D.L.C., F.M., V.V., G.F.)
- Department of Biomaterials Science, Institute of Dentistry, University of Turku, Finland (G.F.)
| |
Collapse
|