1
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Liao CY, Hundscheid JH, Crawford J, ten Dijke P, Coornaert B, Danen EH. Novel high throughput 3D ECM remodeling assay identifies MEK as key driver of fibrotic fibroblast activity. Mater Today Bio 2025; 32:101800. [PMID: 40343164 PMCID: PMC12059351 DOI: 10.1016/j.mtbio.2025.101800] [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: 07/30/2024] [Revised: 01/21/2025] [Accepted: 04/24/2025] [Indexed: 05/11/2025] Open
Abstract
In fibrotic tissues, activated fibroblasts remodel the collagen-rich extracellular matrix (ECM). Intervening with this process represents a candidate therapeutic strategy to attenuate disease progression. Models that generate quantitative data on 3D fibroblast-mediated ECM remodeling with the reproducibility and throughput needed for drug testing are lacking. Here, we develop a model that fits this purpose and produces combined quantitative information on drug efficacy and cytotoxicity. We use microinjection robotics to design patterns of fibrillar collagen-embedded fibroblast clusters and apply automated microscopy and image analysis to quantify ECM remodeling between-, and cell viability within clusters of TGFβ-activated primary human skin or lung fibroblasts. We apply this assay to compound screening and reveal actionable targets to suppress fibrotic ECM remodeling. Strikingly, we find that after an initial phase of fibroblast activation by TGFβ, canonical TGFβ signaling is dispensable and, instead, non-canonical activation of MEK-ERK signaling drives ECM remodeling. Moreover, we reveal that higher concentrations of two TGFβ receptor inhibitors while blocking canonical TGFβ signaling, in fact stimulate this MEK-mediated profibrotic ECM remodeling activity.
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Affiliation(s)
- Chen-Yi Liao
- Leiden Academic Center for Drug Research, Leiden University, Leiden, the Netherlands
| | | | | | - Peter ten Dijke
- Oncode Institute and Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, the Netherlands
| | | | - Erik H.J. Danen
- Leiden Academic Center for Drug Research, Leiden University, Leiden, the Netherlands
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2
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Keijzer KAE, Tsingos E, Merks RMH. How cells align to structured collagen fibrils: a hybrid cellular Potts and molecular dynamics model with dynamic mechanosensitive focal adhesions. Front Cell Dev Biol 2025; 12:1462277. [PMID: 39834385 PMCID: PMC11743931 DOI: 10.3389/fcell.2024.1462277] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Accepted: 12/04/2024] [Indexed: 01/22/2025] Open
Abstract
Many mammalian cells, including endothelial cells and fibroblasts, align and elongate along the orientation of extracellular matrix (ECM) fibers in a gel when cultured in vitro. During cell elongation, clusters of focal adhesions (FAs) form near the poles of the elongating cells. FAs are mechanosensitive clusters of adhesions that grow under mechanical tension exerted by the cells' pulling on the ECM and shrink when the tension is released. In this study, we use mathematical modeling to study the hypothesis that mechanical reciprocity between cells and the ECM is sufficient for directing cell shape changes and orientation. We show that FAs are preferentially stabilized along the orientation of ECM fibers, where cells can generate higher tension than in directions perpendicular to the ECM fibers. We present a hybrid computational model coupling three mathematical approaches: first, the cellular Potts model (CPM) describes an individual contractile cell; second, molecular dynamics (MD) represent the ECM as a network of cross-linked, deformable fibers; third, a set of ordinary differential equations (ODEs) describes the dynamics of the cell's FAs, in terms of a balance between assembly and a mechanoresponsive disassembly. The resulting computational model shows that mechanical reciprocity suffices for stiffness-dependent cell spreading, local ECM remodeling, and ECM-alignment-dependent cell elongation. These combined effects are sufficient to explain how cell morphology is influenced by the local ECM structure and mechanics.
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Affiliation(s)
- Koen A. E. Keijzer
- Mathematical Institute, Faculty of Science, Leiden University, Leiden, Netherlands
| | - Erika Tsingos
- Mathematical Institute, Faculty of Science, Leiden University, Leiden, Netherlands
- Institute of Biology Leiden, Faculty of Science, Leiden University, Leiden, Netherlands
| | - Roeland M. H. Merks
- Mathematical Institute, Faculty of Science, Leiden University, Leiden, Netherlands
- Institute of Biology Leiden, Faculty of Science, Leiden University, Leiden, Netherlands
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3
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Lo Buglio G, Lo Cicero A, Campora S, Ghersi G. The Multifaced Role of Collagen in Cancer Development and Progression. Int J Mol Sci 2024; 25:13523. [PMID: 39769286 PMCID: PMC11678882 DOI: 10.3390/ijms252413523] [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: 11/20/2024] [Revised: 12/10/2024] [Accepted: 12/13/2024] [Indexed: 01/05/2025] Open
Abstract
Collagen is a crucial protein in the extracellular matrix (ECM) essential for preserving tissue architecture and supporting crucial cellular functions like proliferation and differentiation. There are twenty-eight identified types of collagen, which are further divided into different subgroups. This protein plays a critical role in regulating tissue homeostasis. However, in solid tumors, the balance can be disrupted, due to an abundance of collagen in the tumor microenvironment, which significantly affects tumor growth, cell invasion, and metastasis. It is important to investigate the specific types of collagens in cancer ECM and their distinct roles in tumor progression to comprehend their unique contribution to tumor behavior. The diverse pathophysiological functions of different collagen types in cancers illustrate collagen's dual roles, offering potential therapeutic options and serving as prognostic markers.
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Affiliation(s)
- Gabriele Lo Buglio
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, 90128 Palermo, Italy; (G.L.B.); (S.C.)
- Department of Pharmacy, University of Copenhagen, Universitetsparken 2, 2100 Copenhagen, Denmark
| | - Alessandra Lo Cicero
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, 90128 Palermo, Italy; (G.L.B.); (S.C.)
| | - Simona Campora
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, 90128 Palermo, Italy; (G.L.B.); (S.C.)
| | - Giulio Ghersi
- Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STEBICEF), University of Palermo, 90128 Palermo, Italy; (G.L.B.); (S.C.)
- Abiel srl, 90128 Palermo, Italy
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4
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Monteagudo M, Calsina B, Salazar-Hidalgo ME, Martínez-Montes ÁM, Piñeiro-Yáñez E, Caleiras E, Martín MC, Rodríguez-Perales S, Letón R, Gil E, Buffet A, Burnichon N, Fernández-Sanromán Á, Díaz-Talavera A, Mellid S, Arroba E, Reglero C, Martínez-Puente N, Roncador G, Del Olmo MI, Corrales PJP, Oliveira CL, Álvarez-Escolá C, Gutiérrez MC, López-Fernández A, García NP, Regojo RM, Díaz LR, Laorden NR, Guadarrama OS, Bechmann N, Beuschlein F, Canu L, Eisenhofer G, Fassnacht M, Nölting S, Quinkler M, Rapizzi E, Remde H, Timmers HJ, Favier J, Gimenez-Roqueplo AP, Rodriguez-Antona C, Currás-Freixes M, Al-Shahrour F, Cascón A, Leandro-García LJ, Montero-Conde C, Robledo M. MAML3-fusions modulate vascular and immune tumour microenvironment and confer high metastatic risk in pheochromocytoma and paraganglioma. Best Pract Res Clin Endocrinol Metab 2024; 38:101931. [PMID: 39218714 DOI: 10.1016/j.beem.2024.101931] [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] [Indexed: 09/04/2024]
Abstract
Pheochromocytomas and paragangliomas are rare neuroendocrine tumours. Around 20-25 % of patients develop metastases, for which there is an urgent need of prognostic markers and therapeutic stratification strategies. The presence of a MAML3-fusion is associated with increased metastatic risk, but neither the processes underlying disease progression, nor targetable vulnerabilities have been addressed. We have compiled a cohort of 850 patients, which has shown a 3.65 % fusion prevalence and represents the largest MAML3-positive series reported to date. While MAML3-fusions mainly cause single pheochromocytomas, we also observed somatic post-zygotic events, resulting in multiple tumours in the same patient. MAML3-tumours show increased expression of neuroendocrine-to-mesenchymal transition markers, MYC-targets, and angiogenesis-related genes, leading to a distinct tumour microenvironment with unique vascular and immune profiles. Importantly, our findings have identified MAML3-tumours specific vulnerabilities beyond Wnt-pathway dysregulation, such as a rich vascular network, and overexpression of PD-L1 and CD40, suggesting potential therapeutic targets.
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Affiliation(s)
- María Monteagudo
- Hereditary Endocrine Cancer Group; Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain; PhD Program in Neuroscience, Universidad Autonoma de Madrid-Cajal Institute, Madrid, Spain
| | - Bruna Calsina
- Familial Cancer Clinical Unit, Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Milton E Salazar-Hidalgo
- Hereditary Endocrine Cancer Group; Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Ángel M Martínez-Montes
- Hereditary Endocrine Cancer Group; Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Elena Piñeiro-Yáñez
- Bioinformatics Unit, Structural Biology Program, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Eduardo Caleiras
- Histopathology Core Unit Biotechnology Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Maria Carmen Martín
- Molecular Citogenetic Unit Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Sandra Rodríguez-Perales
- Molecular Citogenetic Unit Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Rocío Letón
- Hereditary Endocrine Cancer Group; Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Eduardo Gil
- Familial Cancer Clinical Unit, Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Alexandre Buffet
- Département de médecine génomique des tumeurs et des cancers, AP-HP, Hôpital Européen Georges Pompidou, Paris, France; Université Paris Cité, Inserm, PARCC, Paris, France
| | - Nelly Burnichon
- Département de médecine génomique des tumeurs et des cancers, AP-HP, Hôpital Européen Georges Pompidou, Paris, France; Université Paris Cité, Inserm, PARCC, Paris, France
| | - Ángel Fernández-Sanromán
- Hereditary Endocrine Cancer Group; Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Alberto Díaz-Talavera
- Hereditary Endocrine Cancer Group; Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain; Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Madrid, Spain
| | - Sara Mellid
- Hereditary Endocrine Cancer Group; Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Ester Arroba
- Hereditary Endocrine Cancer Group; Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Clara Reglero
- Hereditary Endocrine Cancer Group; Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Natalia Martínez-Puente
- Hereditary Endocrine Cancer Group; Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain; PhD Program in Neuroscience, Universidad Autonoma de Madrid-Cajal Institute, Madrid, Spain
| | - Giovanna Roncador
- Monoclonal Antibodies Core Unit Biotechnology Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Maria Isabel Del Olmo
- Department of Endocrinology and Nutrition, University Hospital La Fe, Valencia, Spain
| | | | - Cristina Lamas Oliveira
- Department of Endocrinology and Nutrition Albacete University Hospital, SESCAM, Albacete, Spain
| | | | | | | | | | | | - Luis Robles Díaz
- Department of Oncology, 12 de Octubre University Hospital, Madrid, Spain
| | | | | | - Nicole Bechmann
- Institute for Clinical Chemistry and Laboratory Medicine Faculty of Medicine and University Hospital Carl Gustav Carus Technische Universität Dresden, Dresden Germany, Germany
| | - Felix Beuschlein
- Medizinische Klinik und Poliklinik IV Klinikum der Universität München, Munich, Germany; Klinik für Endokrinologie Diabetologie und Klinische Ernährung UniversitätsSpital Zürich, Zürich, Switzerland; LOOP Zurich - Medical Research Center, Zurich, Switzerland
| | - Letizia Canu
- Department of Experimental and Clinical Medicine University of Florence, Florence, Italy
| | - Graeme Eisenhofer
- Department of Medicine III University Hospital Carl Gustav Carus Technische Universität Dresden, Dresden, Germany
| | - Martin Fassnacht
- Department of Internal Medicine I Division of Endocrinology and Diabetes University Hospital Würzburg University of Würzburg, Würzburg, Germany; Comprehensive Cancer Center Mainfranken University of Würzburg, Würzburg, Germany
| | - Svenja Nölting
- Klinik für Endokrinologie Diabetologie und Klinische Ernährung UniversitätsSpital Zürich, Zürich, Switzerland
| | - Marcus Quinkler
- Endocrinology in Charlottenburg Stuttgarter Platz 1, Berlin, Germany
| | - Elena Rapizzi
- Department of Experimental and Clinical Medicine University of Florence, Florence, Italy
| | - Hanna Remde
- Comprehensive Cancer Center Mainfranken University of Würzburg, Würzburg, Germany
| | - Henri J Timmers
- Department of Internal Medicine, Radboud University Medical Centre, Nijmegen, the Netherlands
| | - Judith Favier
- Département de médecine génomique des tumeurs et des cancers, AP-HP, Hôpital Européen Georges Pompidou, Paris, France; Université Paris Cité, Inserm, PARCC, Paris, France
| | - Anne-Paule Gimenez-Roqueplo
- Département de médecine génomique des tumeurs et des cancers, AP-HP, Hôpital Européen Georges Pompidou, Paris, France; Université Paris Cité, Inserm, PARCC, Paris, France
| | - Cristina Rodriguez-Antona
- Hereditary Endocrine Cancer Group; Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Maria Currás-Freixes
- Familial Cancer Clinical Unit, Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Fatima Al-Shahrour
- Bioinformatics Unit, Structural Biology Program, Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Alberto Cascón
- Hereditary Endocrine Cancer Group; Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain; Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Madrid, Spain
| | - Luis J Leandro-García
- Hereditary Endocrine Cancer Group; Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain
| | - Cristina Montero-Conde
- Hereditary Endocrine Cancer Group; Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain; Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Madrid, Spain
| | - Mercedes Robledo
- Hereditary Endocrine Cancer Group; Human Cancer Genetics Program Spanish National Cancer Research Centre (CNIO), Madrid, Spain; Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER), Madrid, Spain.
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5
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Feng S, Zhu L, Qin Y, Kou K, Liu Y, Zhang G, Wang Z, Lu H, Sun R. Machine learning model reveals the role of angiogenesis and EMT genes in glioma patient prognosis and immunotherapy. Biol Direct 2024; 19:113. [PMID: 39533401 PMCID: PMC11555840 DOI: 10.1186/s13062-024-00565-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2024] [Accepted: 11/07/2024] [Indexed: 11/16/2024] Open
Abstract
Gliomas represent a highly aggressive class of tumors located in the brain. Despite the availability of multiple treatment modalities, the prognosis for patients diagnosed with glioma remains unfavorable. Therefore, further exploration of new biomarkers is crucial to enhance the prognostic assessment of glioma and to investigate more effective treatment options. In this research, we utilized multiple machine learning techniques to assess the significance of genes related to angiogenesis and epithelial-mesenchymal transition (EMT) in the context of prognosis and treatment for glioma patients. The random forest algorithm highlighted the significance of CALU, and further analysis indicated that the effect of CALU on glioma progression may be regulated by MYC. Different machine learning approaches were employed in our investigation to uncover crucial genes associated with angiogenesis and EMT in glioma. Our findings verify the connection between these genes and the prognosis of patients with glioma, as well as the results of immunotherapeutic interventions. Notably, through experimental verification, we identified CALU as a new prognostic marker for glioma, and inhibiting the expression of CALU can impede the progression of glioma.
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Affiliation(s)
- Suyin Feng
- Department of Neurosurgery, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu, 214062, China
- Department of Neurosurgery, Donghai County People's Hospital, Lianyungang, Jiangsu, 222000, China
- Neuroscience Center, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu, 214122, China
- Donghai County People's Hospital - Jiangnan University Smart Healthcare Joint Laboratory, Donghai County People's Hospital, Lianyungang, Jiangsu, 222000, China
- Cardio-Cerebral Vascular Disease Prevention and Treatment Innovation Center, Donghai County People's Hospital, Lianyungang, Jiangsu, 222000, China
| | - Long Zhu
- Department of Neurosurgery, Donghai County People's Hospital, Lianyungang, Jiangsu, 222000, China
- Donghai County People's Hospital - Jiangnan University Smart Healthcare Joint Laboratory, Donghai County People's Hospital, Lianyungang, Jiangsu, 222000, China
- Cardio-Cerebral Vascular Disease Prevention and Treatment Innovation Center, Donghai County People's Hospital, Lianyungang, Jiangsu, 222000, China
| | - Yan Qin
- Department of Pathology, Affiliated Hospital of Jiangnan University, Wuxi, China
| | - Kun Kou
- Department of Neurosurgery, Donghai County People's Hospital, Lianyungang, Jiangsu, 222000, China
| | - Yongtai Liu
- Department of Neurosurgery, Donghai County People's Hospital, Lianyungang, Jiangsu, 222000, China
| | - Guangmin Zhang
- Department of Neurosurgery, Donghai County People's Hospital, Lianyungang, Jiangsu, 222000, China
| | - Ziheng Wang
- The School of Public Health and Preventive Medicine, Monash University, Melbourne, VIC, Australia.
- MOE Frontier Science Centre for Precision Oncology, University of Macau, Macau SAR, 999078, China.
| | - Hua Lu
- Department of Neurosurgery, Affiliated Hospital of Jiangnan University, Wuxi, Jiangsu, 214062, China.
| | - Runfeng Sun
- Donghai County People's Hospital - Jiangnan University Smart Healthcare Joint Laboratory, Donghai County People's Hospital, Lianyungang, Jiangsu, 222000, China.
- Cardio-Cerebral Vascular Disease Prevention and Treatment Innovation Center, Donghai County People's Hospital, Lianyungang, Jiangsu, 222000, China.
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6
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Fan Y, Chiu A, Zhao F, George JT. Understanding the interplay between extracellular matrix topology and tumor-immune interactions: Challenges and opportunities. Oncotarget 2024; 15:768-781. [PMID: 39513932 PMCID: PMC11546212 DOI: 10.18632/oncotarget.28666] [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: 07/12/2024] [Accepted: 10/11/2024] [Indexed: 11/16/2024] Open
Abstract
Modern cancer management comprises a variety of treatment strategies. Immunotherapy, while successful at treating many cancer subtypes, is often hindered by tumor immune evasion and T cell exhaustion as a result of an immunosuppressive tumor microenvironment (TME). In solid malignancies, the extracellular matrix (ECM) embedded within the TME plays a central role in T cell recognition and cancer growth by providing structural support and regulating cell behavior. Relative to healthy tissues, tumor associated ECM signatures include increased fiber density and alignment. These and other differentiating features contributed to variation in clinically observed tumor-specific ECM configurations, collectively referred to as Tumor-Associated Collagen Signatures (TACS) 1-3. TACS is associated with disease progression and immune evasion. This review explores our current understanding of how ECM geometry influences the behaviors of both immune cells and tumor cells, which in turn impacts treatment efficacy and cancer evolutionary progression. We discuss the effects of ECM remodeling on cancer cells and T cell behavior and review recent in silico models of cancer-immune interactions.
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Affiliation(s)
- Yijia Fan
- Department of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA
- Translational Medical Sciences, Texas A&M University Health Science Center, Houston, TX 77030, USA
| | - Alvis Chiu
- Department of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Feng Zhao
- Department of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA
| | - Jason T. George
- Department of Biomedical Engineering, Texas A&M University, College Station, TX 77843, USA
- Translational Medical Sciences, Texas A&M University Health Science Center, Houston, TX 77030, USA
- Center for Theoretical Biological Physics, Rice University, Houston, TX 77005, USA
- Department of Hematopoietic Biology and Malignancy, MD Anderson Cancer Center, Houston, TX 77030, USA
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7
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Borau C, Chisholm R, Richmond P, Walker D. An agent-based model for cell microenvironment simulation using FLAMEGPU2. Comput Biol Med 2024; 179:108831. [PMID: 38970834 DOI: 10.1016/j.compbiomed.2024.108831] [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: 03/12/2024] [Revised: 06/05/2024] [Accepted: 06/29/2024] [Indexed: 07/08/2024]
Abstract
This work presents an advanced agent-based model developed within the FLAMEGPU2 framework, aimed at simulating the intricate dynamics of cell microenvironments. Our primary objective is to showcase FLAMEGPU2's potential in modelling critical features such as cell-cell and cell-ECM interactions, species diffusion, vascularisation, cell migration, and/or cell cycling. By doing so, we provide a versatile template that serves as a foundational platform for researchers to model specific biological mechanisms or processes. We highlight the utility of our approach as a microscale component within multiscale frameworks. Through four example applications, we demonstrate the model's versatility in capturing phenomena such as strain-stiffening behaviour of hydrogels, cell migration patterns within hydrogels, spheroid formation and fibre reorientation, and the simulation of diffusion processes within a vascularised and deformable domain. This work aims to bridge the gap between computational efficiency and biological fidelity, offering a scalable and flexible platform to advance our understanding of tissue biology and engineering.
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Affiliation(s)
- C Borau
- Multiscale in Mechanical and Biological Engineering (M2BE), Mechanical Engineering Dept, University of Zaragoza, Zaragoza, Spain; Centro Universitario de la Defensa, Zaragoza, Spain
| | - R Chisholm
- Department of Computer Science and Insigneo Institute of in Silico Medicine, University of Sheffield, Sheffield, UK
| | - P Richmond
- Department of Computer Science and Insigneo Institute of in Silico Medicine, University of Sheffield, Sheffield, UK
| | - D Walker
- Department of Computer Science and Insigneo Institute of in Silico Medicine, University of Sheffield, Sheffield, UK.
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8
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Abbasi-Malati Z, Khanicheragh P, Narmi MT, Mardi N, Khosrowshahi ND, Hiradfar A, Rezabakhsh A, Sadeghsoltani F, Rashidi S, Chegeni SA, Roozbahani G, Rahbarghazi R. Tumoroids, a valid preclinical screening platform for monitoring cancer angiogenesis. Stem Cell Res Ther 2024; 15:267. [PMID: 39183337 PMCID: PMC11346257 DOI: 10.1186/s13287-024-03880-4] [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: 02/25/2024] [Accepted: 08/06/2024] [Indexed: 08/27/2024] Open
Abstract
In recent years, biologists and clinicians have witnessed prominent advances in in vitro 3D culture techniques related to biomimetic human/animal tissue analogs. Numerous data have confirmed that unicellular and multicellular (tumoroids) tumor spheroids with dense native cells in certain matrices are sensitive and valid analytical tools for drug screening, cancer cell dynamic growth, behavior, etc. in laboratory settings. Angiogenesis/vascularization is a very critical biological phenomenon to support oxygen and nutrients to tumor cells within the deep layer of solid masses. It has been shown that endothelial cell (EC)-incorporated or -free spheroid/tumoroid systems provide a relatively reliable biological platform for monitoring the formation of nascent blood vessels in micron/micrometer scales. Besides, the paracrine angiogenic activity of cells within the spheroid/tumoroid systems can be monitored after being treated with different therapeutic approaches. Here, we aimed to collect recent advances and findings related to the monitoring of cancer angiogenesis using unicellular and multicellular tumor spheroids. Vascularized spheroids/tumoroids can help us in the elucidation of mechanisms related to cancer formation, development, and metastasis by monitoring the main influencing factors.
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Affiliation(s)
- Zahra Abbasi-Malati
- Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Parisa Khanicheragh
- Stem Cell Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | | | - Narges Mardi
- Biotechnology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Nafiseh Didar Khosrowshahi
- Stem Cell and Tissue Engineering Research Laboratory, Sahand University of Technology, Tabriz, 51335-1996, Iran
| | - Amirataollah Hiradfar
- Pediatric Health Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Aysa Rezabakhsh
- Cardiovascular Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | | | - Somayyeh Rashidi
- Department of Medical Biotechnology, Faculty of Medicine, Zanjan University of Medical Sciences, Zanjan, Iran
| | | | - Golbarg Roozbahani
- Department of Plant, Cell and Molecular Biology, Faculty of Natural Sciences, University of Tabriz, Tabriz, Iran
| | - Reza Rahbarghazi
- Stem Cell Research Center, Tabriz University of Medical Sciences, Tabriz, Iran.
- Department of Applied Cell Sciences, Faculty of Advanced Medical Sciences, Tabriz University of Medical Sciences, Tabriz, Iran.
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9
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Joshi IM, Mansouri M, Ahmed A, De Silva D, Simon RA, Esmaili P, Desa DE, Elias TM, Brown EB, Abhyankar VV. Microengineering 3D Collagen Matrices with Tumor-Mimetic Gradients in Fiber Alignment. ADVANCED FUNCTIONAL MATERIALS 2024; 34:2308071. [PMID: 38706986 PMCID: PMC11067715 DOI: 10.1002/adfm.202308071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Indexed: 05/07/2024]
Abstract
Collagen fibers in the 3D tumor microenvironment (TME) exhibit complex alignment landscapes that are critical in directing cell migration through a process called contact guidance. Previous in vitro work studying this phenomenon has focused on quantifying cell responses in uniformly aligned environments. However, the TME also features short-range gradients in fiber alignment that result from cell-induced traction forces. Although the influence of graded biophysical taxis cues is well established, cell responses to physiological alignment gradients remain largely unexplored. In this work, fiber alignment gradients in biopsy samples are characterized and recreated using a new microfluidic biofabrication technique to achieve tunable sub-millimeter to millimeter scale gradients. This study represents the first successful engineering of continuous alignment gradients in soft, natural biomaterials. Migration experiments on graded alignment show that HUVECs exhibit increased directionality, persistence, and speed compared to uniform and unaligned fiber architectures. Similarly, patterned MDA-MB-231 aggregates exhibit biased migration toward increasing fiber alignment, suggesting a role for alignment gradients as a taxis cue. This user-friendly approach, requiring no specialized equipment, is anticipated to offer new insights into the biophysical cues that cells interpret as they traverse the extracellular matrix, with broad applicability in healthy and diseased tissue environments.
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Affiliation(s)
- Indranil M. Joshi
- Department of Biomedical Engineering, Rochester Institute of Technology, Rochester, NY
| | - Mehran Mansouri
- Department of Biomedical Engineering, Rochester Institute of Technology, Rochester, NY
| | - Adeel Ahmed
- Department of Biomedical Engineering, Rochester Institute of Technology, Rochester, NY
| | - Dinindu De Silva
- Department of Biomedical Engineering, Rochester Institute of Technology, Rochester, NY
| | - Richard A. Simon
- Department of Biomedical Engineering, Rochester Institute of Technology, Rochester, NY
| | - Poorya Esmaili
- Department of Biomedical Engineering, Rochester Institute of Technology, Rochester, NY
| | - Danielle E. Desa
- Department of Biomedical Engineering, University of Rochester, Rochester, NY
| | - Tresa M. Elias
- Department of Biomedical Engineering, University of Rochester, Rochester, NY
| | - Edward B. Brown
- Department of Biomedical Engineering, University of Rochester, Rochester, NY
| | - Vinay V. Abhyankar
- Department of Biomedical Engineering, Rochester Institute of Technology, Rochester, NY
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10
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Castro-Abril H, Heras J, Del Barrio J, Paz L, Alcaine C, Aliácar MP, Garzón-Alvarado D, Doblaré M, Ochoa I. The Role of Mechanical Properties and Structure of Type I Collagen Hydrogels on Colorectal Cancer Cell Migration. Macromol Biosci 2023; 23:e2300108. [PMID: 37269065 DOI: 10.1002/mabi.202300108] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 05/05/2023] [Indexed: 06/04/2023]
Abstract
Mechanical interactions between cells and their microenvironment play an important role in determining cell fate, which is particularly relevant in metastasis, a process where cells invade tissue matrices with different mechanical properties. In vitro, type I collagen hydrogels have been commonly used for modeling the microenvironment due to its ubiquity in the human body. In this work, the combined influence of the stiffness of these hydrogels and their ultrastructure on the migration patterns of HCT-116 and HT-29 spheroids are analyzed. For this, six different types of pure type I collagen hydrogels by changing the collagen concentration and the gelation temperature are prepared. The stiffness of each sample is measured and its ultrastructure is characterized. Cell migration studies are then performed by seeding the spheroids in three different spatial conditions. It is shown that changes in the aforementioned parameters lead to differences in the mechanical stiffness of the matrices as well as the ultrastructure. These differences, in turn, lead to distinct cell migration patterns of HCT-116 and HT-29 spheroids in either of the spatial conditions tested. Based on these results, it is concluded that the stiffness and the ultrastructural organization of the matrix can actively modulate cell migration behavior in colorectal cancer spheroids.
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Affiliation(s)
- Hector Castro-Abril
- Tissue Microenvironment lab (TME lab), Aragón Institute of Engineering Research (I3A), University of Zaragoza, Zaragoza, 50018, Spain
- Instituto de Investigación Sanitaria Aragón (IISA), Zaragoza, 50018, Spain
- Biomimetics Lab, National University of Colombia, Bogotá, 111321, Colombia
| | - Jónathan Heras
- Grupo de Informática, University of La Rioja, La Rioja, 26006, Spain
| | - Jesús Del Barrio
- Instituto de Nanociencia y Materiales de Aragón (INMA), Department of Organic Chemistry, CSIC-University of Zaragoza, Zaragoza, 50018, Spain
| | - Laura Paz
- Tissue Microenvironment lab (TME lab), Aragón Institute of Engineering Research (I3A), University of Zaragoza, Zaragoza, 50018, Spain
- Instituto de Investigación Sanitaria Aragón (IISA), Zaragoza, 50018, Spain
- Centro Investigación Biomédica en Red. Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Zaragoza, 50018, Spain
| | - Clara Alcaine
- Tissue Microenvironment lab (TME lab), Aragón Institute of Engineering Research (I3A), University of Zaragoza, Zaragoza, 50018, Spain
- Instituto de Investigación Sanitaria Aragón (IISA), Zaragoza, 50018, Spain
| | - Marina Pérez Aliácar
- Tissue Microenvironment lab (TME lab), Aragón Institute of Engineering Research (I3A), University of Zaragoza, Zaragoza, 50018, Spain
- Instituto de Investigación Sanitaria Aragón (IISA), Zaragoza, 50018, Spain
- Centro Investigación Biomédica en Red. Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Zaragoza, 50018, Spain
| | | | - Manuel Doblaré
- Tissue Microenvironment lab (TME lab), Aragón Institute of Engineering Research (I3A), University of Zaragoza, Zaragoza, 50018, Spain
- Instituto de Investigación Sanitaria Aragón (IISA), Zaragoza, 50018, Spain
- Centro Investigación Biomédica en Red. Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Zaragoza, 50018, Spain
- Nanjing Tech University, Nanjing, 50018, China
| | - Ignacio Ochoa
- Tissue Microenvironment lab (TME lab), Aragón Institute of Engineering Research (I3A), University of Zaragoza, Zaragoza, 50018, Spain
- Instituto de Investigación Sanitaria Aragón (IISA), Zaragoza, 50018, Spain
- Centro Investigación Biomédica en Red. Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN), Zaragoza, 50018, Spain
- Nanjing Tech University, Nanjing, 50018, China
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11
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Joshi IM, Mansouri M, Ahmed A, Simon RA, Bambizi PE, Desa DE, Elias TM, Brown EB, Abhyankar VV. Microengineering 3D Collagen Matrices with Tumor-Mimetic Gradients in Fiber Alignment. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.09.548253. [PMID: 37502844 PMCID: PMC10369918 DOI: 10.1101/2023.07.09.548253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/29/2023]
Abstract
In the tumor microenvironment (TME), collagen fibers facilitate tumor cell migration through the extracellular matrix. Previous studies have focused on studying the responses of cells on uniformly aligned or randomly aligned collagen fibers. However, the in vivo environment also features spatial gradients in alignment, which arise from the local reorganization of the matrix architecture due to cell-induced traction forces. Although there has been extensive research on how cells respond to graded biophysical cues, such as stiffness, porosity, and ligand density, the cellular responses to physiological fiber alignment gradients have been largely unexplored. This is due, in part, to a lack of robust experimental techniques to create controlled alignment gradients in natural materials. In this study, we image tumor biopsy samples and characterize the alignment gradients present in the TME. To replicate physiological gradients, we introduce a first-of-its-kind biofabrication technique that utilizes a microfluidic channel with constricting and expanding geometry to engineer 3D collagen hydrogels with tunable fiber alignment gradients that range from sub-millimeter to millimeter length scales. Our modular approach allows easy access to the microengineered gradient gels, and we demonstrate that HUVECs migrate in response to the fiber architecture. We provide preliminary evidence suggesting that MDA-MB-231 cell aggregates, patterned onto a specific location on the alignment gradient, exhibit preferential migration towards increasing alignment. This finding suggests that alignment gradients could serve as an additional taxis cue in the ECM. Importantly, our study represents the first successful engineering of continuous gradients of fiber alignment in soft, natural materials. We anticipate that our user-friendly platform, which needs no specialized equipment, will offer new experimental capabilities to study the impact of fiber-based contact guidance on directed cell migration.
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Affiliation(s)
- Indranil M. Joshi
- Department of Biomedical Engineering, Rochester Institute of Technology, Rochester, NY
| | - Mehran Mansouri
- Department of Biomedical Engineering, Rochester Institute of Technology, Rochester, NY
| | - Adeel Ahmed
- Department of Biomedical Engineering, Rochester Institute of Technology, Rochester, NY
| | - Richard A. Simon
- Department of Biomedical Engineering, Rochester Institute of Technology, Rochester, NY
| | | | - Danielle E. Desa
- Department of Biomedical Engineering, University of Rochester, Rochester, NY
| | - Tresa M. Elias
- Department of Biomedical Engineering, University of Rochester, Rochester, NY
| | - Edward B. Brown
- Department of Biomedical Engineering, University of Rochester, Rochester, NY
| | - Vinay V. Abhyankar
- Department of Biomedical Engineering, Rochester Institute of Technology, Rochester, NY
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12
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Samuel T, Rapic S, O’Brien C, Edson M, Zhong Y, DaCosta RS. Quantitative intravital imaging for real-time monitoring of pancreatic tumor cell hypoxia and stroma in an orthotopic mouse model. SCIENCE ADVANCES 2023; 9:eade8672. [PMID: 37285434 PMCID: PMC10246908 DOI: 10.1126/sciadv.ade8672] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/14/2022] [Accepted: 05/05/2023] [Indexed: 06/09/2023]
Abstract
Pancreatic cancer is a lethal disease with few successful treatment options. Recent evidence demonstrates that tumor hypoxia promotes pancreatic tumor invasion, metastasis, and therapy resistance. However, little is known about the complex relationship between hypoxia and the pancreatic tumor microenvironment (TME). In this study, we developed a novel intravital fluorescence microscopy platform with an orthotopic mouse model of pancreatic cancer to study tumor cell hypoxia within the TME in vivo, at cellular resolution, over time. Using a fluorescent BxPC3-DsRed tumor cell line with a hypoxia-response element (HRE)/green fluorescent protein (GFP) reporter, we showed that HRE/GFP is a reliable biomarker of pancreatic tumor hypoxia, responding dynamically and reversibly to changing oxygen concentrations within the TME. We also characterized the spatial relationships between tumor hypoxia, microvasculature, and tumor-associated collagen structures using in vivo second harmonic generation microscopy. This quantitative multimodal imaging platform enables the unprecedented study of hypoxia within the pancreatic TME in vivo.
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Affiliation(s)
- Timothy Samuel
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
| | - Sara Rapic
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Cristiana O’Brien
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
| | - Michael Edson
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Yuan Zhong
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
| | - Ralph S. DaCosta
- Princess Margaret Cancer Centre, University Health Network, Toronto, Canada
- Department of Medical Biophysics, University of Toronto, Toronto, Canada
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13
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Gregori A, Bergonzini C, Capula M, Mantini G, Khojasteh-Leylakoohi F, Comandatore A, Khalili-Tanha G, Khooei A, Morelli L, Avan A, Danen EH, Schmidt T, Giovannetti E. Prognostic Significance of Integrin Subunit Alpha 2 (ITGA2) and Role of Mechanical Cues in Resistance to Gemcitabine in Pancreatic Ductal Adenocarcinoma (PDAC). Cancers (Basel) 2023; 15:628. [PMID: 36765586 PMCID: PMC9913151 DOI: 10.3390/cancers15030628] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Revised: 01/16/2023] [Accepted: 01/17/2023] [Indexed: 01/20/2023] Open
Abstract
INTRODUCTION PDAC is an extremely aggressive tumor with a poor prognosis and remarkable therapeutic resistance. The dense extracellular matrix (ECM) which characterizes PDAC progression is considered a fundamental determinant of chemoresistance, with major contributions from mechanical factors. This study combined biomechanical and pharmacological approaches to evaluate the role of the cell-adhesion molecule ITGA2, a key regulator of ECM, in PDAC resistance to gemcitabine. METHODS The prognostic value of ITGA2 was analysed in publicly available databases and tissue-microarrays of two cohorts of radically resected and metastatic patients treated with gemcitabine. PANC-1 and its gemcitabine-resistant clone (PANC-1R) were analysed by RNA-sequencing and label-free proteomics. The role of ITGA2 in migration, proliferation, and apoptosis was investigated using hydrogel-coated wells, siRNA-mediated knockdown and overexpression, while collagen-embedded spheroids assessed invasion and ECM remodeling. RESULTS High ITGA2 expression correlated with shorter progression-free and overall survival, supporting its impact on prognosis and the lack of efficacy of gemcitabine treatment. These findings were corroborated by transcriptomic and proteomic analyses showing that ITGA2 was upregulated in the PANC-1R clone. The aggressive behavior of these cells was significantly reduced by ITGA2 silencing both in vitro and in vivo, while PANC-1 cells growing under conditions resembling PDAC stiffness acquired resistance to gemcitabine, associated to increased ITGA2 expression. Collagen-embedded spheroids of PANC-1R showed a significant matrix remodeling and spreading potential via increased expression of CXCR4 and MMP2. Additionally, overexpression of ITGA2 in MiaPaCa-2 cells triggered gemcitabine resistance and increased proliferation, both in vitro and in vivo, associated to upregulation of phospho-AKT. CONCLUSIONS ITGA2 emerged as a new prognostic factor, highlighting the relevance of stroma mechanical properties as potential therapeutic targets to counteract gemcitabine resistance in PDAC.
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Affiliation(s)
- Alessandro Gregori
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit, 1081 HV Amsterdam, The Netherlands
- Department of Cancer Biology and Immunology, Cancer Center Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - Cecilia Bergonzini
- Leiden Academic Center for Drug Research, Leiden University, 2333 CC Leiden, The Netherlands
| | - Mjriam Capula
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit, 1081 HV Amsterdam, The Netherlands
- Institute of Life Sciences, Sant’Anna School of Advanced Studies, 56127 Pisa, Italy
- Cancer Pharmacology Lab, Fondazione Pisana per La Scienza, 56017 San Giuliano, Italy
| | - Giulia Mantini
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit, 1081 HV Amsterdam, The Netherlands
- Department of Cancer Biology and Immunology, Cancer Center Amsterdam, 1081 HV Amsterdam, The Netherlands
- Cancer Pharmacology Lab, Fondazione Pisana per La Scienza, 56017 San Giuliano, Italy
| | | | - Annalisa Comandatore
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit, 1081 HV Amsterdam, The Netherlands
- Department of Cancer Biology and Immunology, Cancer Center Amsterdam, 1081 HV Amsterdam, The Netherlands
- General Surgery Unit, Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, 56100 Pisa, Italy
| | - Ghazaleh Khalili-Tanha
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad 91886-17871, Iran
| | - Alireza Khooei
- Department of Pathology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad 91886-17871, Iran
| | - Luca Morelli
- General Surgery Unit, Department of Translational Research and New Technologies in Medicine and Surgery, University of Pisa, 56100 Pisa, Italy
| | - Amir Avan
- Metabolic Syndrome Research Center, Mashhad University of Medical Sciences, Mashhad 91886-17871, Iran
- Medical Genetics Research Center, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad 91886-17871, Iran
| | - Erik H. Danen
- Leiden Academic Center for Drug Research, Leiden University, 2333 CC Leiden, The Netherlands
| | - Thomas Schmidt
- Physics of Life Processes, Huygens-Kamerlingh Onnes Laboratory, Leiden University, 2333 CA Leiden, The Netherlands
| | - Elisa Giovannetti
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, Vrije Universiteit, 1081 HV Amsterdam, The Netherlands
- Department of Cancer Biology and Immunology, Cancer Center Amsterdam, 1081 HV Amsterdam, The Netherlands
- Cancer Pharmacology Lab, Fondazione Pisana per La Scienza, 56017 San Giuliano, Italy
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Muhammed E, Erenso DB, Gao Y, Chen L, Kelley M, Vazquez C, Gale M, Nichols C, Crogman HT. Measurement of Charge and Refractive Indices in Optically Trapped and Ionized Living Cells. Tomography 2022; 9:70-88. [PMID: 36648994 PMCID: PMC9844322 DOI: 10.3390/tomography9010007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Revised: 12/22/2022] [Accepted: 12/23/2022] [Indexed: 12/31/2022] Open
Abstract
The post-ionization dynamics of chemo-treated and untreated 4T1 breast cancer cells ionized by laser trapping techniques are studied. We have determined each cell's charge and refractive index by developing a theoretical model for the forces determining the post-ionization dynamics. The shift in a cell's refractive index due to an intense oscillating electric field was studied, and the results are reported here. We observed that a trapped cell, as it becomes charged, will eventually exit the trap perpendicular to the beam's direction; this means that the electric force of the cell overcomes the trapping force. As a result, the cell's conductivity changes due to the oscillating field, causing a decrease in the cell's refractive index.
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Affiliation(s)
- Endris Muhammed
- Department of Physics, Addis Ababa University, Addis Ababa 1176, Ethiopia
| | - Daniel B. Erenso
- Department of Physics, Middle Tennessee State University, Murfreesboro, TN 37132, USA
| | - Ying Gao
- Department of Biology, Middle Tennessee State University, Murfreesboro, TN 37132, USA
| | - Li Chen
- Department of Biology, Middle Tennessee State University, Murfreesboro, TN 37132, USA
| | - Michele Kelley
- Department of Physics, Middle Tennessee State University, Murfreesboro, TN 37132, USA
| | - Carina Vazquez
- Department of Physics, Middle Tennessee State University, Murfreesboro, TN 37132, USA
| | - Mitchell Gale
- Department of Physics, Middle Tennessee State University, Murfreesboro, TN 37132, USA
| | - Cody Nichols
- Department of Physics, California State University Dominguez Hills, Carson, CA 90747, USA
| | - Horace T. Crogman
- Department of Physics, California State University Dominguez Hills, Carson, CA 90747, USA
- Correspondence:
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15
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Gumina DL, Ji S, Flockton A, McPeak K, Stich D, Moldovan R, Su EJ. Dysregulation of integrin αvβ3 and α5β1 impedes migration of placental endothelial cells in fetal growth restriction. Development 2022; 149:dev200717. [PMID: 36193846 PMCID: PMC9641665 DOI: 10.1242/dev.200717] [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: 03/03/2022] [Accepted: 08/23/2022] [Indexed: 11/06/2022]
Abstract
Placentas from pregnancies complicated by severe early-onset fetal growth restriction (FGR) exhibit diminished vascular development mediated by impaired angiogenesis, but underlying mechanisms remain unknown. In this study, we show that FGR endothelial cells demonstrate inherently reduced migratory capacity despite the presence of fibronectin, a matrix protein abundant in placental stroma that displays abnormal organization in FGR placentas. Thus, we hypothesized that aberrant endothelial-fibronectin interactions in FGR are a key mechanism underlying impaired FGR endothelial migration. Using human fetoplacental endothelial cells isolated from uncomplicated term control and FGR pregnancies, we assessed integrin α5β1 and αvβ3 regulation during cell migration. We show that endothelial integrin α5β1 and αvβ3 interactions with fibronectin are required for migration and that FGR endothelial cells responded differentially to integrin inhibition, indicating integrin dysregulation in FGR. Whole-cell expression was not different between groups. However, there were significantly more integrins in focal adhesions and reduced intracellular trafficking in FGR. These newly identified changes in FGR endothelial cellular processes represent previously unidentified mechanisms contributing to persistent angiogenic deficiencies in FGR.
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Affiliation(s)
- Diane L. Gumina
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, University of Colorado School of Medicine, Aurora, CO 80045, USA
| | - Shuhan Ji
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, University of Colorado School of Medicine, Aurora, CO 80045, USA
| | - Amanda Flockton
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, University of Colorado School of Medicine, Aurora, CO 80045, USA
| | - Kathryn McPeak
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, University of Colorado School of Medicine, Aurora, CO 80045, USA
| | - Dominik Stich
- Department of Pharmacology, University of Colorado School of Medicine, Aurora, CO 80045, USA
| | - Radu Moldovan
- Department of Pharmacology, University of Colorado School of Medicine, Aurora, CO 80045, USA
| | - Emily J. Su
- Division of Reproductive Sciences, Department of Obstetrics and Gynecology, University of Colorado School of Medicine, Aurora, CO 80045, USA
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Colorado School of Medicine, Aurora, CO 80045, USA
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16
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Collagen Remodeling along Cancer Progression Providing a Novel Opportunity for Cancer Diagnosis and Treatment. Int J Mol Sci 2022; 23:ijms231810509. [PMID: 36142424 PMCID: PMC9502421 DOI: 10.3390/ijms231810509] [Citation(s) in RCA: 31] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 09/01/2022] [Accepted: 09/07/2022] [Indexed: 12/12/2022] Open
Abstract
The extracellular matrix (ECM) is a significant factor in cancer progression. Collagens, as the main component of the ECM, are greatly remodeled alongside cancer development. More and more studies have confirmed that collagens changed from a barrier to providing assistance in cancer development. In this course, collagens cause remodeling alongside cancer progression, which in turn, promotes cancer development. The interaction between collagens and tumor cells is complex with biochemical and mechanical signals intervention through activating diverse signal pathways. As the mechanism gradually clears, it becomes a new target to find opportunities to diagnose and treat cancer. In this review, we investigated the process of collagen remodeling in cancer progression and discussed the interaction between collagens and cancer cells. Several typical effects associated with collagens were highlighted in the review, such as fibrillation in precancerous lesions, enhancing ECM stiffness, promoting angiogenesis, and guiding invasion. Then, the values of cancer diagnosis and prognosis were focused on. It is worth noting that several generated fragments in serum were reported to be able to be biomarkers for cancer diagnosis and prognosis, which is beneficial for clinic detection. At a glance, a variety of reported biomarkers were summarized. Many collagen-associated targets and drugs have been reported for cancer treatment in recent years. The new targets and related drugs were discussed in the review. The mass data were collected and classified by mechanism. Overall, the interaction of collagens and tumor cells is complicated, in which the mechanisms are not completely clear. A lot of collagen-associated biomarkers are excavated for cancer diagnosis. However, new therapeutic targets and related drugs are almost in clinical trials, with merely a few in clinical applications. So, more efforts are needed in collagens-associated studies and drug development for cancer research and treatment.
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17
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Gommes CJ, Louis T, Bourgot I, Noël A, Blacher S, Maquoi E. Remodelling of the fibre-aggregate structure of collagen gels by cancer-associated fibroblasts: A time-resolved grey-tone image analysis based on stochastic modelling. Front Immunol 2022; 13:988502. [PMID: 36818478 PMCID: PMC9936192 DOI: 10.3389/fimmu.2022.988502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 12/19/2022] [Indexed: 02/05/2023] Open
Abstract
Introduction Solid tumors consist of tumor cells associated with stromal and immune cells, secreted factors and extracellular matrix (ECM), which together constitute the tumor microenvironment. Among stromal cells, activated fibroblasts, known as cancer-associated fibroblasts (CAFs) are of particular interest. CAFs secrete a plethora of ECM components including collagen and modulate the architecture of the ECM, thereby influencing cancer cell migration. The characterization of the collagen fibre network and its space and time-dependent microstructural modifications is key to investigating the interactions between cells and the ECM. Developing image analysis tools for that purpose is still a challenge because the structural complexity of the collagen network calls for specific statistical descriptors. Moreover, the low signal-to-noise ratio of imaging techniques available for time-resolved studies rules out standard methods based on image segmentation. Methods In this work, we develop a novel approach based on the stochastic modelling of the gel structure and on grey-tone image analysis. The method is then used to study the remodelling of a collagen matrix by migrating breast cancer-derived CAFs in a three-dimensional spheroid model of cellular invasion imaged by time-lapse confocal microscopy. Results The structure of the collagen at the scale of a few microns consists in regions with high fibre density separated by depleted regions, which can be thought of as aggregates and pores. The approach developped captures this two-scale structure with a clipped Gaussian field model to describe the aggregates-and-pores large-scale structure, and a homogeneous Boolean model to describe the small-scale fibre network within the aggregates. The model parameters are identified by fitting the grey-tone histograms and correlation functions of the images. The method applies to unprocessed grey-tone images, and it can therefore be used with low magnification, noisy time-lapse reflectance images. When applied to the CAF spheroid time-resolved images, the method reveals different matrix densification mechanisms for the matrix in direct contact or far from the cells. Conclusion We developed a novel and multidisciplinary image analysis approach to investigate the remodelling of fibrillar collagen in a 3D spheroid model of cellular invasion. The specificity of the method is that it applies to the unprocessed grey-tone images, and it can therefore be used with noisy time-lapse reflectance images of non-fluorescent collagen. When applied to the CAF spheroid time-resolved images, the method reveals different matrix densification mechanisms for the matrix in direct contact or far from the cells.
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Affiliation(s)
- Cedric J Gommes
- Department of Chemical Engineering, School of Engineering, University of Liège, Liège, Belgium
| | - Thomas Louis
- Laboratory of Tumor and Development Biology, GIGA-Cancer, University of Liège, Liège, Belgium
| | - Isabelle Bourgot
- Laboratory of Tumor and Development Biology, GIGA-Cancer, University of Liège, Liège, Belgium
| | - Agnès Noël
- Laboratory of Tumor and Development Biology, GIGA-Cancer, University of Liège, Liège, Belgium
| | - Silvia Blacher
- Laboratory of Tumor and Development Biology, GIGA-Cancer, University of Liège, Liège, Belgium
| | - Erik Maquoi
- Laboratory of Tumor and Development Biology, GIGA-Cancer, University of Liège, Liège, Belgium
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18
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Koorman T, Jansen KA, Khalil A, Haughton PD, Visser D, Rätze MAK, Haakma WE, Sakalauskaitè G, van Diest PJ, de Rooij J, Derksen PWB. Spatial collagen stiffening promotes collective breast cancer cell invasion by reinforcing extracellular matrix alignment. Oncogene 2022; 41:2458-2469. [PMID: 35292774 PMCID: PMC9033577 DOI: 10.1038/s41388-022-02258-1] [Citation(s) in RCA: 68] [Impact Index Per Article: 22.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 02/04/2022] [Accepted: 02/18/2022] [Indexed: 01/29/2023]
Abstract
The tumor micro-environment often contains stiff and irregular-bundled collagen fibers that are used by tumor cells to disseminate. It is still unclear how and to what extent, extracellular matrix (ECM) stiffness versus ECM bundle size and alignment dictate cancer cell invasion. Here, we have uncoupled Collagen-I bundling from stiffness by introducing inter-collagen crosslinks, combined with temperature induced aggregation of collagen bundling. Using organotypic models from mouse invasive ductal and invasive lobular breast cancers, we show that increased collagen bundling in 3D induces a generic increase in breast cancer invasion that is independent of migration mode. However, systemic collagen stiffening using advanced glycation end product (AGE) crosslinking prevents collective invasion, while leaving single cell invasion unaffected. Collective invasion into collagen matrices by ductal breast cancer cells depends on Lysyl oxidase-like 3 (Loxl3), a factor produced by tumor cells that reinforces local collagen stiffness. Finally, we present clinical evidence that collectively invading cancer cells at the invasive front of ductal breast carcinoma upregulate LOXL3. By uncoupling the mechanical, chemical, and structural cues that control invasion of breast cancer in three dimensions, our data reveal that spatial control over stiffness and bundling underlie collective dissemination of ductal-type breast cancers.
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Affiliation(s)
- Thijs Koorman
- grid.7692.a0000000090126352Departments of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Karin A. Jansen
- grid.7692.a0000000090126352Departments of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Antoine Khalil
- grid.7692.a0000000090126352Molecular Cancer Research/Center for Molecular Medicine, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Peter D. Haughton
- grid.7692.a0000000090126352Departments of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Daan Visser
- grid.7692.a0000000090126352Departments of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Max A. K. Rätze
- grid.7692.a0000000090126352Departments of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Wisse E. Haakma
- grid.7692.a0000000090126352Departments of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Gabrielè Sakalauskaitè
- grid.7692.a0000000090126352Departments of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Paul J. van Diest
- grid.7692.a0000000090126352Departments of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Johan de Rooij
- grid.7692.a0000000090126352Molecular Cancer Research/Center for Molecular Medicine, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Patrick W. B. Derksen
- grid.7692.a0000000090126352Departments of Pathology, University Medical Center Utrecht, Utrecht, The Netherlands
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Su CY, Burchett A, Dunworth M, Choi JS, Ewald AJ, Ahn EH, Kim DH. Engineering a 3D collective cancer invasion model with control over collagen fiber alignment. Biomaterials 2021; 275:120922. [PMID: 34126408 DOI: 10.1016/j.biomaterials.2021.120922] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 05/18/2021] [Accepted: 05/24/2021] [Indexed: 12/21/2022]
Abstract
Prior to cancer cell invasion, the structure of the extracellular matrix (ECM) surrounding the tumor is remodeled, such that circumferentially oriented matrix fibers become radially aligned. This predisposed radially aligned matrix structure serves as a critical regulator of cancer invasion. However, a biomimetic 3D model recapitulating a tumor's behavioral response to these ECM structures is not yet available. In this study, we have developed a phase-specific, force-guided method to establish a 3D dual topographical tumor model in which each tumor spheroid/organoid is surrounded by radially aligned collagen I fibers on one side and circumferentially oriented fibers on the opposite side. A coaxial rotating cylinder system was employed to construct the dual fiber topography and to pre-seed tumor spheroids/organoids within a single device. This system enables the application of different force mechanisms in the nucleation and elongation phases of collagen fiber polymerization to guide fiber alignment. In the nucleation phase, fiber alignment is enhanced by a horizontal laminar Couette flow driven by the inner cylinder rotation. In the elongation phase, fiber growth is guided by a vertical gravitational force to form a large aligned collagen matrix gel (35 × 25 × 0.5 mm) embedded with >1000 tumor spheroids. The fibers above each tumor spheroid are radially aligned along the direction of gravitational force in contrast to the circumferentially oriented fibers beneath each tumor spheroid/organoid, where the presence of the tumor interferes with the gravity-induced fiber alignment. After tumor invasion, there are more disseminated multicellular clusters on the radially aligned side, compared to the side of the tumor spheroid/organoid facing circumferentially oriented fibers. These results indicate that our 3D dual topographical model recapitulates the preference of tumors to invade and disseminate along radially aligned fibers. We anticipate that this 3D dual topographical model will have broad utility to those studying collective tumor invasion and that it has the potential to identify cancer invasion-targeted therapeutic agents.
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Affiliation(s)
- Chia-Yi Su
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Alice Burchett
- Department of Bioengineering, University of Washington, Seattle, WA, United States
| | - Matthew Dunworth
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Jong Seob Choi
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Andrew J Ewald
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, United States; Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, United States; Department of Cell Biology and Center for Cell Dynamics, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Eun Hyun Ahn
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Deok-Ho Kim
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, MD, United States; Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States.
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20
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Im GB, Kim SW, Bhang SH. Fortifying the angiogenic efficacy of adipose derived stem cell spheroids using spheroid compaction. J IND ENG CHEM 2021. [DOI: 10.1016/j.jiec.2020.09.027] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
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21
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Coban B, Bergonzini C, Zweemer AJM, Danen EHJ. Metastasis: crosstalk between tissue mechanics and tumour cell plasticity. Br J Cancer 2021; 124:49-57. [PMID: 33204023 PMCID: PMC7782541 DOI: 10.1038/s41416-020-01150-7] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Revised: 10/06/2020] [Accepted: 10/20/2020] [Indexed: 12/12/2022] Open
Abstract
Despite the fact that different genetic programmes drive metastasis of solid tumours, the ultimate outcome is the same: tumour cells are empowered to pass a series of physical hurdles to escape the primary tumour and disseminate to other organs. Epithelial-to-mesenchymal transition (EMT) has been proposed to drive the detachment of individual cells from primary tumour masses and facilitate the subsequent establishment of metastases in distant organs. However, this concept has been challenged by observations from pathologists and from studies in animal models, in which partial and transient acquisition of mesenchymal traits is seen but tumour cells travel collectively rather than as individuals. In this review, we discuss how crosstalk between a hybrid E/M state and variations in the mechanical aspects of the tumour microenvironment can provide tumour cells with the plasticity required for strategies to navigate surrounding tissues en route to dissemination. Targeting such plasticity provides therapeutic opportunities to combat metastasis.
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Affiliation(s)
- Bircan Coban
- Leiden Academic Center for Drug Research, Leiden University, Leiden, The Netherlands
| | - Cecilia Bergonzini
- Leiden Academic Center for Drug Research, Leiden University, Leiden, The Netherlands
| | - Annelien J M Zweemer
- Leiden Academic Center for Drug Research, Leiden University, Leiden, The Netherlands
| | - Erik H J Danen
- Leiden Academic Center for Drug Research, Leiden University, Leiden, The Netherlands.
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22
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Abstract
As the crucial non-cellular component of tissues, the extracellular matrix (ECM) provides both physical support and signaling regulation to cells. Some ECM molecules provide a fibrillar environment around cells, while others provide a sheet-like basement membrane scaffold beneath epithelial cells. In this Review, we focus on recent studies investigating the mechanical, biophysical and signaling cues provided to developing tissues by different types of ECM in a variety of developing organisms. In addition, we discuss how the ECM helps to regulate tissue morphology during embryonic development by governing key elements of cell shape, adhesion, migration and differentiation. Summary: This Review discusses our current understanding of how the extracellular matrix helps guide developing tissues by influencing cell adhesion, migration, shape and differentiation, emphasizing the biophysical cues it provides.
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Affiliation(s)
- David A Cruz Walma
- Cell Biology Section, National Institute of Dental and Craniofacial Research, National Institutes of Health, Bethesda, MD, 20892-4370, USA
| | - Kenneth M Yamada
- Cell Biology Section, National Institute of Dental and Craniofacial Research, National Institutes of Health, Bethesda, MD, 20892-4370, USA
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23
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Albrecht M, Lucarelli P, Kulms D, Sauter T. Computational models of melanoma. Theor Biol Med Model 2020; 17:8. [PMID: 32410672 PMCID: PMC7222475 DOI: 10.1186/s12976-020-00126-7] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2019] [Accepted: 04/29/2020] [Indexed: 02/08/2023] Open
Abstract
Genes, proteins, or cells influence each other and consequently create patterns, which can be increasingly better observed by experimental biology and medicine. Thereby, descriptive methods of statistics and bioinformatics sharpen and structure our perception. However, additionally considering the interconnectivity between biological elements promises a deeper and more coherent understanding of melanoma. For instance, integrative network-based tools and well-grounded inductive in silico research reveal disease mechanisms, stratify patients, and support treatment individualization. This review gives an overview of different modeling techniques beyond statistics, shows how different strategies align with the respective medical biology, and identifies possible areas of new computational melanoma research.
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Affiliation(s)
- Marco Albrecht
- Systems Biology Group, Life Science Research Unit, University of Luxembourg, 6, avenue du Swing, Belval, 4367 Luxembourg
| | - Philippe Lucarelli
- Systems Biology Group, Life Science Research Unit, University of Luxembourg, 6, avenue du Swing, Belval, 4367 Luxembourg
| | - Dagmar Kulms
- Experimental Dermatology, Department of Dermatology, Dresden University of Technology, Fetscherstraße 105, Dresden, 01307 Germany
| | - Thomas Sauter
- Systems Biology Group, Life Science Research Unit, University of Luxembourg, 6, avenue du Swing, Belval, 4367 Luxembourg
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24
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Balcioglu HE, Balasubramaniam L, Stirbat TV, Doss BL, Fardin MA, Mège RM, Ladoux B. A subtle relationship between substrate stiffness and collective migration of cell clusters. SOFT MATTER 2020; 16:1825-1839. [PMID: 31970382 DOI: 10.1039/c9sm01893j] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
The physical cues from the extracellular environment mediates cell signaling spatially and temporally. Cells respond to physical cues from their environment in a non-monotonic fashion. Despite our understanding of the role of substrate rigidity on single cell migration, how cells respond collectively to increasing extracellular matrix stiffness is not well established. Here we patterned multicellular epithelial Madin-Darby canine kidney (MDCK) islands on polyacrylamide gels of varying stiffness and studied their expansion. Our findings show that the MDCK islands expanded faster with increasing stiffness only up to an optimum stiffness, over which the expansion plateaued. We then focused on the expansion of the front of the assemblies and the formation of leader cells. We observed cell front destabilization only above substrate stiffness of a few kPa. The extension of multicellular finger-like structures at the edges of the colonies for intermediate and high stiffnesses from 6 to 60 kPa responded to higher substrate stiffness by increasing focal adhesion areas and actin cable assembly. Additionally, the number of leader cells at the finger-like protrusions increased with stiffness in correlation with an increase of the area of these multicellular protrusions. Consequently, the force profile along the epithelial fingers in the parallel and transverse directions of migration showed an unexpected relationship leading to a global force decrease with the increase of stiffness. Taken together, our findings show that epithelial cell colonies respond to substrate stiffness but in a non-trivial manner that may be of importance to understand morphogenesis and collective cell invasion during tumour progression.
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Affiliation(s)
- Hayri E Balcioglu
- Mechanobiology Institute, National University of Singapore, Singapore 117411, Singapore
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25
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Konar S, Edwina P, Ramanujam V, Arunachalakasi A, Bajpai SK. Collagen-I/silk-fibroin biocomposite exhibits microscalar confinement of cells and induces anisotropic morphology and migration of embedded fibroblasts. J Biomed Mater Res B Appl Biomater 2020; 108:2368-2377. [PMID: 31984672 DOI: 10.1002/jbm.b.34570] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Revised: 12/06/2019] [Accepted: 01/13/2020] [Indexed: 12/17/2022]
Abstract
Microstructural anisotropy of tumor-associated matrix correlates with invasion of cancer cells into the surrounding matrix during metastasis. Here, we report the fabrication and characterization of a three-dimensional (3D) silk-fibroin/collagen-I bio-composite based cell-culture model that exhibits microstructural and biochemical anisotropy. Using RGD-deficient silk-fibroin fibers to confine collagen-I gelation, we develop a silk-fibroin/collagen-I (SFC) bio-composite in a one-step process allowing control over the microstructural and biochemical anisotropy and the pore-size. Two forms of the SFC bio-composite are reported: a sandwich (Sfc ) configuration amenable to live-cell microscopy and an unsupported membrane (Mfc ) for use as a scaffold. Both microscalar and macroscalar mechanical properties of the SFC bio-composite are characterized using atomic force microscope (AFM)-based indentation and tensile-testing. We find that the modulus of stiffness of both Sfc and Mfc can be controlled and falls in the physiological range of 5-20 kPa. Furthermore, the modulus of stiffness of Mfc exhibits a ~200% increase in axial direction of microstructure, as compared to lateral direction. This implies a highly anisotropic mechanical stiffness of the microenvironment. Live-cell morphology and migration studies show that both the morphology and the migration of NIH-3 T3 fibroblasts is anisotropic and correlates with microstructural anisotropy. Our results show that SFC bio-composite permits proliferation of cells in both Sfc and Mfc configuration, promotes cell-migration along the major axis of anisotropy and together with morphological and migration data, suggest a potential application of both the composite configurations as a biomimetic scaffold for tissue engineering applications.
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Affiliation(s)
- Subhajit Konar
- Department of Applied Mechanics, Indian Institute of Technology - Madras, Chennai, India.,Faculty of Medical and Health Sciences, Department of Medicine, University of Auckland, Auckland, New Zealand
| | - Privita Edwina
- Department of Applied Mechanics, Indian Institute of Technology - Madras, Chennai, India
| | - Vaibavi Ramanujam
- Department of Applied Mechanics, Indian Institute of Technology - Madras, Chennai, India
| | | | - Saumendra Kumar Bajpai
- Department of Applied Mechanics, Indian Institute of Technology - Madras, Chennai, India
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26
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Booij TH, Price LS, Danen EHJ. 3D Cell-Based Assays for Drug Screens: Challenges in Imaging, Image Analysis, and High-Content Analysis. SLAS DISCOVERY : ADVANCING LIFE SCIENCES R & D 2019; 24:615-627. [PMID: 30817892 PMCID: PMC6589915 DOI: 10.1177/2472555219830087] [Citation(s) in RCA: 97] [Impact Index Per Article: 16.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Revised: 01/17/2019] [Accepted: 01/21/2019] [Indexed: 12/13/2022]
Abstract
The introduction of more relevant cell models in early preclinical drug discovery, combined with high-content imaging and automated analysis, is expected to increase the quality of compounds progressing to preclinical stages in the drug development pipeline. In this review we discuss the current switch to more relevant 3D cell culture models and associated challenges for high-throughput screening and high-content analysis. We propose that overcoming these challenges will enable front-loading the drug discovery pipeline with better biology, extracting the most from that biology, and, in general, improving translation between in vitro and in vivo models. This is expected to reduce the proportion of compounds that fail in vivo testing due to a lack of efficacy or to toxicity.
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Affiliation(s)
- Tijmen H. Booij
- Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
- NEXUS Personalized Health Technologies, ETH Zürich, Switzerland
| | - Leo S. Price
- Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
- OcellO B.V., Leiden, The Netherlands
| | - Erik H. J. Danen
- Leiden Academic Centre for Drug Research, Leiden University, Leiden, The Netherlands
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27
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Fernandes C, Suares D, Yergeri MC. Tumor Microenvironment Targeted Nanotherapy. Front Pharmacol 2018; 9:1230. [PMID: 30429787 PMCID: PMC6220447 DOI: 10.3389/fphar.2018.01230] [Citation(s) in RCA: 91] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2018] [Accepted: 10/08/2018] [Indexed: 12/12/2022] Open
Abstract
Recent developments in nanotechnology have brought new approaches to cancer diagnosis and therapy. While enhanced permeability and retention effect promotes nano-chemotherapeutics extravasation, the abnormal tumor vasculature, high interstitial pressure and dense stroma structure limit homogeneous intratumoral distribution of nano-chemotherapeutics and compromise their imaging and therapeutic effect. Moreover, heterogeneous distribution of nano-chemotherapeutics in non-tumor-stroma cells damages the non-tumor cells, and interferes with tumor-stroma crosstalk. This can lead not only to inhibition of tumor progression, but can also paradoxically induce acquired resistance and facilitate tumor cell proliferation and metastasis. Overall, the tumor microenvironment plays a vital role in regulating nano-chemotherapeutics distribution and their biological effects. In this review, the barriers in tumor microenvironment, its consequential effects on nano-chemotherapeutics, considerations to improve nano-chemotherapeutics delivery and combinatory strategies to overcome acquired resistance induced by tumor microenvironment have been summarized. The various strategies viz., nanotechnology based approach as well as ligand-mediated, redox-responsive, and enzyme-mediated based combinatorial nanoapproaches have been discussed in this review.
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Affiliation(s)
| | | | - Mayur C Yergeri
- Shobhaben Pratapbhai Patel School of Pharmacy and Technology Management, SVKM's Narsee Monjee Institute of Management Studies - NMIMS, Mumbai, India
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28
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Nuhn JAM, Perez AM, Schneider IC. Contact guidance diversity in rotationally aligned collagen matrices. Acta Biomater 2018; 66:248-257. [PMID: 29196116 PMCID: PMC5750117 DOI: 10.1016/j.actbio.2017.11.039] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2017] [Revised: 11/08/2017] [Accepted: 11/14/2017] [Indexed: 12/16/2022]
Abstract
Cancer cell metastasis is responsible for approximately 90% of deaths related to cancer. The migration of cancer cells away from the primary tumor and into healthy tissue is driven in part by contact guidance, or directed migration in response to aligned extracellular matrix. While contact guidance has been a focus of many studies, much of this research has explored environments that present 2D contact guidance structures. Contact guidance environments in 3D more closely resemble in vivo conditions and model cell-ECM interactions better than 2D environments. While most cells engage in directed migration on potent 2D contact guidance cues, there is diversity in response to contact guidance cues based on whether the cell migrates with a mesenchymal or amoeboid migration mode. In this paper, rotational alignment of collagen gels was used to study the differences in contact guidance between MDA-MB-231 (mesenchymal) and MTLn3 (amoeboid) cells. MDA-MB-231 cells migrate with high directional fidelity in aligned collagen gels, while MTLn3 cells show no directional migration. The collagen stiffness was increased through glycation, resulting in decreased MDA-MB-231 directionality in aligned collagen gels. Interestingly, partial inhibition of cell contractility dramatically decreased directionality in MDA-MB-231 cells. The directionality of MDA-MB-231 cells was most sensitive to ROCK inhibition, but unlike in 2D contact guidance environments, cell directionality and speed are more tightly coupled. Modulation of the contractile apparatus appears to more potently affect contact guidance than modulation of extracellular mechanical properties of the contact guidance cue. STATEMENT OF SIGNIFICANCE Collagen fiber alignment in the tumor microenvironment directs migration, a process called contact guidance, enhancing the efficiency of cancer invasion and metastasis. 3D systems that assess contact guidance by locally orienting collagen fiber alignment are lacking. Furthermore, cell type differences and the role of extracellular matrix stiffness in tuning contact guidance fidelity are not well characterized. In this paper rotational alignment of collagen fibers is used as a 3D contact guidance cue to illuminate cell type differences and the role of extracellular matrix stiffness in guiding cell migration along aligned fibers of collagen. This local alignment offers a simple approach by which to couple collagen alignment with gradients in other directional cues in devices such as microfluidic chambers.
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Affiliation(s)
- Jacob A M Nuhn
- Department of Chemical and Biological Engineering, Iowa State University, United States
| | - Anai M Perez
- Department of Chemistry and Physics, Grand View University, United States
| | - Ian C Schneider
- Department of Chemical and Biological Engineering, Iowa State University, United States; Department of Genetics, Development and Cell Biology, Iowa State University, United States.
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29
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Sewell-Loftin MK, Bayer SVH, Crist E, Hughes T, Joison SM, Longmore GD, George SC. Cancer-associated fibroblasts support vascular growth through mechanical force. Sci Rep 2017; 7:12574. [PMID: 28974764 PMCID: PMC5626692 DOI: 10.1038/s41598-017-13006-x] [Citation(s) in RCA: 77] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2017] [Accepted: 09/14/2017] [Indexed: 01/24/2023] Open
Abstract
The role of cancer-associated fibroblasts (CAFs) as regulators of tumor progression, specifically vascular growth, has only recently been described. CAFs are thought to be more mechanically active but how this trait may alter the tumor microenvironment is poorly understood. We hypothesized that enhanced mechanical activity of CAFs, as regulated by the Rho/ROCK pathway, contributes to increased blood vessel growth. Using a 3D in vitro tissue model of vasculogenesis, we observed increased vascularization in the presence of breast cancer CAFs compared to normal breast fibroblasts. Further studies indicated this phenomenon was not simply a result of enhanced soluble signaling factors, including vascular endothelial growth factor (VEGF), and that CAFs generated significantly larger deformations in 3D gels compared to normal fibroblasts. Inhibition of the mechanotransductive pathways abrogated the ability of CAFs to deform the matrix and suppressed vascularization. Finally, utilizing magnetic microbeads to mechanically stimulate mechanically-inhibited CAFs showed partial rescue of vascularization. Our studies demonstrate enhanced mechanical activity of CAFs may play a crucial and previously unappreciated role in the formation of tumor-associated vasculature which could possibly offer potential novel targets in future anti-cancer therapies.
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Affiliation(s)
- Mary Kathryn Sewell-Loftin
- Departments of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO, 63130, USA.,ICCE Institute at Washington University, Washington University in St. Louis, St. Louis, MO, 63110, USA
| | - Samantha Van Hove Bayer
- Departments of Cell Biology and Physiology, Washington University in St. Louis, St. Louis, MO, 63130, USA.,ICCE Institute at Washington University, Washington University in St. Louis, St. Louis, MO, 63110, USA
| | - Elizabeth Crist
- Departments of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO, 63130, USA
| | - Taylor Hughes
- Departments of Biomedical Engineering, Washington University in St. Louis, St. Louis, MO, 63130, USA
| | - Sofia M Joison
- Departments of Computer Science and Engineering, Washington University in St. Louis, St. Louis, MO, 63130, USA
| | - Gregory D Longmore
- Departments of Cell Biology and Physiology, Washington University in St. Louis, St. Louis, MO, 63130, USA.,Department of Medicine, Oncology Division, Washington University in St. Louis, St. Louis, MO, 63110, USA.,ICCE Institute at Washington University, Washington University in St. Louis, St. Louis, MO, 63110, USA
| | - Steven C George
- Department of Biomedical Engineering, University of California, Davis, CA, 95616, USA.
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30
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Pandya P, Orgaz JL, Sanz-Moreno V. Actomyosin contractility and collective migration: may the force be with you. Curr Opin Cell Biol 2017; 48:87-96. [PMID: 28715714 PMCID: PMC6137077 DOI: 10.1016/j.ceb.2017.06.006] [Citation(s) in RCA: 82] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2017] [Revised: 06/01/2017] [Accepted: 06/23/2017] [Indexed: 01/21/2023]
Abstract
Collective migration relies on the ability of a multicellular co-ordinated unit to efficiently respond to physical changes in their surrounding matrix. Conversely, migrating cohorts physically alter their microenvironment using mechanical forces. During collective migration, actomyosin contractility acts as a central hub coordinating mechanosensing and mechanotransduction responses.
Collective cell migration is essential during physiological processes such as development or wound healing and in pathological conditions such as cancer dissemination. Cells migrating within multicellular tissues experiment different forces which play an intricate role during tissue formation, development and maintenance. How cells are able to respond to these forces depends largely on how they interact with the extracellular matrix. In this review, we focus on mechanics and mechanotransduction in collective migration. In particular, we discuss current knowledge on how cells integrate mechanical signals during collective migration and we highlight actomyosin contractility as a central hub coordinating mechanosensing and mechanotransduction responses.
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Affiliation(s)
- Pahini Pandya
- Tumour Plasticity Team, Randall Division of Cell and Molecular Biophysics, New Hunt's House, Guy's Campus, King's College London, London SE1 1UL, UK
| | - Jose L Orgaz
- Tumour Plasticity Team, Randall Division of Cell and Molecular Biophysics, New Hunt's House, Guy's Campus, King's College London, London SE1 1UL, UK
| | - Victoria Sanz-Moreno
- Tumour Plasticity Team, Randall Division of Cell and Molecular Biophysics, New Hunt's House, Guy's Campus, King's College London, London SE1 1UL, UK.
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31
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Mechanochemical feedback underlies coexistence of qualitatively distinct cell polarity patterns within diverse cell populations. Proc Natl Acad Sci U S A 2017; 114:E5750-E5759. [PMID: 28655842 DOI: 10.1073/pnas.1700054114] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
Cell polarization and directional cell migration can display random, persistent, and oscillatory dynamic patterns. However, it is not clear whether these polarity patterns can be explained by the same underlying regulatory mechanism. Here, we show that random, persistent, and oscillatory migration accompanied by polarization can simultaneously occur in populations of melanoma cells derived from tumors with different degrees of aggressiveness. We demonstrate that all of these patterns and the probabilities of their occurrence are quantitatively accounted for by a simple mechanism involving a spatially distributed, mechanochemical feedback coupling the dynamically changing extracellular matrix (ECM)-cell contacts to the activation of signaling downstream of the Rho-family small GTPases. This mechanism is supported by a predictive mathematical model and extensive experimental validation, and can explain previously reported results for diverse cell types. In melanoma, this mechanism also accounts for the effects of genetic and environmental perturbations, including mutations linked to invasive cell spread. The resulting mechanistic understanding of cell polarity quantitatively captures the relationship between population variability and phenotypic plasticity, with the potential to account for a wide variety of cell migration states in diverse pathological and physiological conditions.
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32
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Holmes WR, Park J, Levchenko A, Edelstein-Keshet L. A mathematical model coupling polarity signaling to cell adhesion explains diverse cell migration patterns. PLoS Comput Biol 2017; 13:e1005524. [PMID: 28472054 PMCID: PMC5436877 DOI: 10.1371/journal.pcbi.1005524] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2017] [Revised: 05/18/2017] [Accepted: 04/18/2017] [Indexed: 11/19/2022] Open
Abstract
Protrusion and retraction of lamellipodia are common features of eukaryotic cell motility. As a cell migrates through its extracellular matrix (ECM), lamellipod growth increases cell-ECM contact area and enhances engagement of integrin receptors, locally amplifying ECM input to internal signaling cascades. In contrast, contraction of lamellipodia results in reduced integrin engagement that dampens the level of ECM-induced signaling. These changes in cell shape are both influenced by, and feed back onto ECM signaling. Motivated by experimental observations on melanoma cells lines (1205Lu and SBcl2) migrating on fibronectin (FN) coated topographic substrates (anisotropic post-density arrays), we probe this interplay between intracellular and ECM signaling. Experimentally, cells exhibited one of three lamellipodial dynamics: persistently polarized, random, or oscillatory, with competing lamellipodia oscillating out of phase (Park et al., 2017). Pharmacological treatments, changes in FN density, and substrate topography all affected the fraction of cells exhibiting these behaviours. We use these observations as constraints to test a sequence of hypotheses for how intracellular (GTPase) and ECM signaling jointly regulate lamellipodial dynamics. The models encoding these hypotheses are predicated on mutually antagonistic Rac-Rho signaling, Rac-mediated protrusion (via activation of Arp2/3 actin nucleation) and Rho-mediated contraction (via ROCK phosphorylation of myosin light chain), which are coupled to ECM signaling that is modulated by protrusion/contraction. By testing each model against experimental observations, we identify how the signaling layers interact to generate the diverse range of cell behaviors, and how various molecular perturbations and changes in ECM signaling modulate the fraction of cells exhibiting each. We identify several factors that play distinct but critical roles in generating the observed dynamic: (1) competition between lamellipodia for shared pools of Rac and Rho, (2) activation of RhoA by ECM signaling, and (3) feedback from lamellipodial growth or contraction to cell-ECM contact area and therefore to the ECM signaling level.
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Affiliation(s)
- William R. Holmes
- Department of Physics and Astronomy, Vanderbilt University, Nashville, Tennessee, United States of America
- * E-mail:
| | - JinSeok Park
- Department of Biomedical Engineering, Yale University, New Haven, Connecticut, United States of America
| | - Andre Levchenko
- Department of Biomedical Engineering, Yale University, New Haven, Connecticut, United States of America
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33
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Apelin/APJ system: A novel promising therapy target for pathological angiogenesis. Clin Chim Acta 2016; 466:78-84. [PMID: 28025030 DOI: 10.1016/j.cca.2016.12.023] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2016] [Revised: 12/19/2016] [Accepted: 12/22/2016] [Indexed: 12/21/2022]
Abstract
Apelin is the endogenous ligand of the G protein-coupled receptor APJ. Both Apelin and APJ receptor are widely distributed in various tissues such as heart, brain, limbs, retina and liver. Recent research indicates that the Apelin/APJ system plays an important role in pathological angiogenesis which is a progress of new blood branches developing from preexisting vessels via sprouting. In this paper, we review the important role of the Apelin/APJ system in pathological angiogenesis. The Apelin/APJ system promotes angiogenesis in myocardial infarction, ischemic stroke, critical limb ischemia, tumor, retinal angiogenesis diseases, cirrhosis, obesity, diabetes and other related diseases. Furthermore, we illustrate the detailed mechanism of pathological angiogenesis induced by the Apelin/APJ system. In conclusion, the Apelin/APJ system would be a promising therapeutic target for angiogenesis-related diseases.
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