1
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Zhou Y, Chen H, Yan J, Yao Q, Kong C, Peng Y, Xiao S, Yang J. FOXA2 Activates RND1 to Regulate Arachidonic Acid Metabolism Pathway and Suppress Cisplatin Resistance in Lung Squamous Cell Carcinoma. THE CLINICAL RESPIRATORY JOURNAL 2024; 18:e13814. [PMID: 39129202 PMCID: PMC11317498 DOI: 10.1111/crj.13814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2024] [Revised: 04/09/2024] [Accepted: 07/10/2024] [Indexed: 08/13/2024]
Abstract
BACKGROUND The primary cause of cancer-related fatalities globally is lung cancer. Although the chemotherapy drug cisplatin (DDP) has brought certain benefits to patients, the rapid development of drug resistance has greatly hindered treatment success. METHODS We used the lung squamous cell carcinoma (LUSC) mRNA data set to explore the differentially expressed gene (RND1) in LUSC and detected RND1 expression in LUSC cells and DDP-resistant cells by qRT-PCR. Meanwhile, we performed abnormal expression treatment on RND1 and conducted CCK8, colony formation, and flow cytometry to evaluate the impact of RND1 expression on cell proliferation, apoptosis, and DDP resistance. In addition, we analyzed metabolism pathways involving RND1 using GSEA. We also used online tools such as hTFtarget and JASPAR to screen for the upstream transcription factor FOXA2 of RND1 and verified their relationship through CHIP and dual luciferase experiments. Finally, we validated the role of FOXA2-RND1 in DDP resistance in LUSC through the above experiments. RESULTS RND1 was downregulated in LUSC, and overexpression of RND1 repressed proliferation and DDP resistance of LUSC cells and facilitated cell apoptosis. RND1 modulated the arachidonic acid (AA) metabolism pathway, and FOXA2 positively manipulated RND1 expression. By activating FOXA2, stabilizing RND1, and regulating AA levels, the sensitivity of LUSC cells to DDP could be enhanced. CONCLUSION Our study suggested that FOXA2 positively modulated the RND1-AA pathway, which repressed the resistance of LUSC cells to DDP.
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Affiliation(s)
- Yafu Zhou
- Department of Thoracic SurgeonsHunan Provincial People's Hospital (The First Affiliated Hospital of Hunan Normal University)ChangshaChina
| | - Huiguo Chen
- Department of Thoracic SurgeonsHunan Provincial People's Hospital (The First Affiliated Hospital of Hunan Normal University)ChangshaChina
| | - Jianhua Yan
- Department of Thoracic SurgeonsHunan Provincial People's Hospital (The First Affiliated Hospital of Hunan Normal University)ChangshaChina
| | - Qi Yao
- Department of Thoracic SurgeonsHunan Provincial People's Hospital (The First Affiliated Hospital of Hunan Normal University)ChangshaChina
| | - Chunchu Kong
- Department of RespiratoryHunan Provincial People's Hospital (The First Affiliated Hospital of Hunan Normal University)ChangshaChina
| | - You Peng
- Department of GeriatricHunan Provincial People's Hospital (The First Affiliated Hospital of Hunan Normal University)ChangshaChina
| | - Shengying Xiao
- Department of OncologyHunan Provincial People's Hospital (The First Affiliated Hospital of Hunan Normal University)ChangshaChina
| | - Jinsong Yang
- Department of Thoracic SurgeonsHunan Provincial People's Hospital (The First Affiliated Hospital of Hunan Normal University)ChangshaChina
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Bikfalvi A, da Costa CA, Avril T, Barnier JV, Bauchet L, Brisson L, Cartron PF, Castel H, Chevet E, Chneiweiss H, Clavreul A, Constantin B, Coronas V, Daubon T, Dontenwill M, Ducray F, Enz-Werle N, Figarella-Branger D, Fournier I, Frenel JS, Gabut M, Galli T, Gavard J, Huberfeld G, Hugnot JP, Idbaih A, Junier MP, Mathivet T, Menei P, Meyronet D, Mirjolet C, Morin F, Mosser J, Moyal ECJ, Rousseau V, Salzet M, Sanson M, Seano G, Tabouret E, Tchoghandjian A, Turchi L, Vallette FM, Vats S, Verreault M, Virolle T. Challenges in glioblastoma research: focus on the tumor microenvironment. Trends Cancer 2023; 9:9-27. [PMID: 36400694 DOI: 10.1016/j.trecan.2022.09.005] [Citation(s) in RCA: 134] [Impact Index Per Article: 67.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Revised: 09/20/2022] [Accepted: 09/30/2022] [Indexed: 11/17/2022]
Abstract
Glioblastoma (GBM) is the most deadly type of malignant brain tumor, despite extensive molecular analyses of GBM cells. In recent years, the tumor microenvironment (TME) has been recognized as an important player and therapeutic target in GBM. However, there is a need for a full and integrated understanding of the different cellular and molecular components involved in the GBM TME and their interactions for the development of more efficient therapies. In this review, we provide a comprehensive report of the GBM TME, which assembles the contributions of physicians and translational researchers working on brain tumor pathology and therapy in France. We propose a holistic view of the subject by delineating the specific features of the GBM TME at the cellular, molecular, and therapeutic levels.
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Affiliation(s)
- Andreas Bikfalvi
- Bordeaux University, INSERM, U1312 BRIC, Tumor and Vascular Biology Laboratory, F-33600, Pessac, France.
| | - Cristine Alves da Costa
- Côte d'Azur University, INSERM, CNRS, Institut de Pharmacologie Moléculaire et Cellulaire, Team "Laboratory of Excellence (LABEX) Distalz", F-06560 Nice, France
| | - Tony Avril
- Rennes University, Inserm U1242, Centre de Lutte contre le Cancer Eugène Marquis, F- 35000 Rennes, France
| | - Jean-Vianney Barnier
- Institute of Neuroscience Paris-Saclay, UMR9197, CNRS, Univ. Paris-Saclay, F-91191 Gif-sur-Yvette, France
| | - Luc Bauchet
- Montpellier University Medical Center, Department of Neurosurgery, INSERM U1191, F-34090 Montpellier, France
| | - Lucie Brisson
- Bordeaux University, INSERM, U1312 BRIC, Tumor and Vascular Biology Laboratory, F-33600, Pessac, France
| | | | - Hélène Castel
- Normandie University, INSERM U1239, DC2N, Institute for Research and Innovation in Biomedicine (IRIB), F-76000 Rouen, France
| | - Eric Chevet
- Rennes University, Inserm U1242, Centre de Lutte contre le Cancer Eugène Marquis, F- 35000 Rennes, France
| | - Hervé Chneiweiss
- Sorbonne University, CNRS UMR8246, Inserm U1130, IBPS-Neuroscience Paris Seine, F- 75005 Paris, France
| | - Anne Clavreul
- Angers University, CHU d'Angers, CRCINA, F-49000 Angers, France
| | - Bruno Constantin
- Poitiers University, CNRS UMR 6041, Laboratory Channels & Connexins in Cancers and Cell Stemness, F-86000 Poitiers, France
| | - Valérie Coronas
- Poitiers University, CNRS UMR 6041, Laboratory Channels & Connexins in Cancers and Cell Stemness, F-86000 Poitiers, France
| | - Thomas Daubon
- Bordeaux University, CNRS, IBGC, UMR 5095, F-33 077 Bordeaux, France
| | - Monique Dontenwill
- Strasbourg University, Laboratoire de Bioimagerie et Pathologie, UMR7021 CNRS, F-67401 Illkirch-Graffenstaden, France
| | - Francois Ducray
- Lyon I University, Cancer Research Centre of Lyon (CRCL) INSERM 1052&CNRS UMR5286, Centre Léon Bérard, Lyon 69008, France., F-69622 Villeurbanne, France
| | - Natacha Enz-Werle
- Strasbourg University, Laboratoire de Bioimagerie et Pathologie, UMR7021 CNRS, F-67401 Illkirch-Graffenstaden, France
| | - Dominique Figarella-Branger
- Aix-Marseille University, Service d'Anatomie Pathologique et de Neuropathologie, Hôpital de la Timone, F-13385 Marseille, France
| | - Isabelle Fournier
- Lille University, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), F-59000 Lille, France
| | - Jean-Sébastien Frenel
- Normandie University, INSERM U1239, DC2N, Institute for Research and Innovation in Biomedicine (IRIB), F-76000 Rouen, France
| | - Mathieu Gabut
- Lyon I University, Cancer Research Centre of Lyon (CRCL) INSERM 1052&CNRS UMR5286, Centre Léon Bérard, Lyon 69008, France., F-69622 Villeurbanne, France
| | - Thierry Galli
- Université Paris Cité, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM U1266, Membrane Traffic in Healthy & Diseased Brain, GHU PARIS Psychiatrie & Neurosciences, F-75014 Paris, France
| | - Julie Gavard
- CRCI2NA, INSERM U1307, CNRS UMR6075, Nantes Universite, 44007 Nantes, France
| | - Gilles Huberfeld
- College de France, Center for Interdisciplinary Research in Biology (CIRB), CNRS, INSERM, Université PSL, Paris 75005, France
| | - Jean-Philippe Hugnot
- Montpellier University, Institut de Génomique Fonctionnelle, CNRS, INSERM, F-34094 Montpellier, France
| | - Ahmed Idbaih
- Sorbonne University, AP-HP, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, Hôpitaux Universitaires La Pitié Salpêtrière - Charles Foix, F-75013, Paris, France
| | - Marie-Pierre Junier
- Sorbonne University, CNRS UMR8246, Inserm U1130, IBPS-Neuroscience Paris Seine, F- 75005 Paris, France
| | - Thomas Mathivet
- Bordeaux University, INSERM, U1312 BRIC, Tumor and Vascular Biology Laboratory, F-33600, Pessac, France
| | - Philippe Menei
- Angers University, CHU d'Angers, CRCINA, F-49000 Angers, France
| | - David Meyronet
- Institute of Neuropathology, Hospices Civils de Lyon, F-69008, Lyon, France
| | - Céline Mirjolet
- Centre Georges-François Leclerc, UNICANCER, Dijon, France. Inserm U1231, Equipe Cadir, F-21000 Dijon, France
| | - Fabrice Morin
- Normandie University, INSERM U1239, DC2N, Institute for Research and Innovation in Biomedicine (IRIB), F-76000 Rouen, France
| | - Jean Mosser
- Rennes University, Inserm U1242, Centre de Lutte contre le Cancer Eugène Marquis, F- 35000 Rennes, France
| | - Elisabeth Cohen-Jonathan Moyal
- Institut Claudius Regaud, NSERM 1037, CRCT Team RADOPT, Département de Radiothérapie, IUCT-Oncopole, F-31100 Toulouse, France
| | - Véronique Rousseau
- Institute of Neuroscience Paris-Saclay, UMR9197, CNRS, Univ. Paris-Saclay, F-91191 Gif-sur-Yvette, France
| | - Michel Salzet
- Lille University, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), F-59000 Lille, France
| | - Marc Sanson
- Sorbonne University, AP-HP, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, Hôpitaux Universitaires La Pitié Salpêtrière - Charles Foix, F-75013, Paris, France
| | - Giorgio Seano
- Curie Institute Research Center, Tumor Microenvironment Laboratory, PSL Research University, Inserm U1021, CNRS UMR3347, F-91898 Orsay, France
| | - Emeline Tabouret
- Aix-Marseille University, CNRS, INP, Inst Neurophysiopathol, F-13005 Marseille, France
| | - Aurélie Tchoghandjian
- Aix-Marseille University, CNRS, INP, Inst Neurophysiopathol, F-13005 Marseille, France
| | - Laurent Turchi
- Côte D'Azur University, CNRS, INSERM, Institut de Biologie Valrose, Team INSERM "Cancer Stem Cell Plasticity and Functional Intra-tumor Heterogeneity", F-06108 Nice, France
| | - Francois M Vallette
- CRCI2NA, INSERM U1307, CNRS UMR6075, Nantes Universite, 44007 Nantes, France
| | - Somya Vats
- Université Paris Cité, Institute of Psychiatry and Neuroscience of Paris (IPNP), INSERM U1266, Membrane Traffic in Healthy & Diseased Brain, GHU PARIS Psychiatrie & Neurosciences, F-75014 Paris, France
| | - Maité Verreault
- Sorbonne University, AP-HP, Institut du Cerveau - Paris Brain Institute - ICM, Inserm, CNRS, Hôpitaux Universitaires La Pitié Salpêtrière - Charles Foix, F-75013, Paris, France
| | - Thierry Virolle
- Côte D'Azur University, CNRS, INSERM, Institut de Biologie Valrose, Team INSERM "Cancer Stem Cell Plasticity and Functional Intra-tumor Heterogeneity", F-06108 Nice, France
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3
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Almarán B, Ramis G, Fernández de Mattos S, Villalonga P. Rnd3 Is a Crucial Mediator of the Invasive Phenotype of Glioblastoma Cells Downstream of Receptor Tyrosine Kinase Signalling. Cells 2022; 11:cells11233716. [PMID: 36496976 PMCID: PMC9741382 DOI: 10.3390/cells11233716] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 11/09/2022] [Accepted: 11/16/2022] [Indexed: 11/23/2022] Open
Abstract
Enhanced invasiveness is one of the defining biological traits of glioblastoma cells, which exhibit an infiltrative nature that severely hinders surgical resection. Among the molecular lesions responsible for GBM aggressiveness, aberrant receptor tyrosine kinase (RTK) signalling is well-characterised. Enhanced RTK signalling directly impacts a myriad of cellular pathways and downstream effectors, which include the Rho GTPase family, key regulators of actin cytoskeletal dynamics. Here, we have analysed the functional crosstalk between oncogenic signals emanating from RTKs and Rho GTPases and focused on the specific contribution of Rnd3 to the invasive phenotype of GBM in this context. We found that RTK inhibition with a panel of RTK inhibitors decreased cell motility and cell invasion and promoted dramatic actin cytoskeleton reorganisation through activation of the RhoA/Rho-associated protein kinase 1 (ROCK) axis. RTK inhibition also significantly decreased Rnd3 expression levels. Consistently, shRNA-mediated Rnd3 silencing revealed that Rnd3 depletion promoted substantial changes in the actin cytoskeleton and reduced cell motility and invasion capacity, recapitulating the effects observed upon RTK inhibition. Our results indicate that Rnd3 is a crucial mediator of RTK oncogenic signalling involved in actin cytoskeletal reorganisation, which contributes to determining the invasive phenotype of GBM cells.
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Affiliation(s)
- Beatriz Almarán
- Cancer Cell Biology Laboratory, Institut Universitari d’Investigació en Ciències de la Salut (IUNICS), Institut d’Investigació Sanitària Illes Balears (IdISBa), Universitat de les Illes Balears, 07122 Palma, Illes Balears, Spain
| | - Guillem Ramis
- Cancer Cell Biology Laboratory, Institut Universitari d’Investigació en Ciències de la Salut (IUNICS), Institut d’Investigació Sanitària Illes Balears (IdISBa), Universitat de les Illes Balears, 07122 Palma, Illes Balears, Spain
- Serveis Científico-Tècnics, Universitat de les Illes Balears, 07122 Palma, Illes Balears, Spain
| | - Silvia Fernández de Mattos
- Cancer Cell Biology Laboratory, Institut Universitari d’Investigació en Ciències de la Salut (IUNICS), Institut d’Investigació Sanitària Illes Balears (IdISBa), Universitat de les Illes Balears, 07122 Palma, Illes Balears, Spain
- Departament de Biologia Fonamental i Ciències de la Salut, Universitat de les Illes Balears, 07122 Palma, Illes Balears, Spain
| | - Priam Villalonga
- Cancer Cell Biology Laboratory, Institut Universitari d’Investigació en Ciències de la Salut (IUNICS), Institut d’Investigació Sanitària Illes Balears (IdISBa), Universitat de les Illes Balears, 07122 Palma, Illes Balears, Spain
- Departament de Biologia Fonamental i Ciències de la Salut, Universitat de les Illes Balears, 07122 Palma, Illes Balears, Spain
- Correspondence: ; Tel.: +34-971-259961
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Abstract
Rnd proteins constitute a subfamily of Rho GTPases represented in mammals by Rnd1, Rnd2 and Rnd3. Despite their GTPase structure, their specific feature is the inability to hydrolyse GTP-bound nucleotide. This aspect makes them atypical among Rho GTPases. Rnds are regulated for their expression at the transcriptional or post-transcriptional levels and they are activated through post-translational modifications and interactions with other proteins. Rnd proteins are mainly involved in the regulation of the actin cytoskeleton and cell proliferation. Whereas Rnd3 is ubiquitously expressed, Rnd1 and 2 are tissue-specific. Increasing data has described their important role during development and diseases. Herein, we describe their involvement in physiological and pathological conditions with a focus on the neuronal and vascular systems, and summarize their implications in tumorigenesis.
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Affiliation(s)
- Sara Basbous
- INSERM, BaRITOn, U1053, F-33000, Univ. Bordeaux, Bordeaux, France
| | - Roberta Azzarelli
- Department of Biology, Unit of Cell and Developmental Biology, University of Pisa, Pisa, Italy
| | - Emilie Pacary
- INSERM, U1215 - Neurocentre Magendie, F-33077, Univ. Bordeaux, Bordeaux, France
| | - Violaine Moreau
- INSERM, BaRITOn, U1053, F-33000, Univ. Bordeaux, Bordeaux, France
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5
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Lin WC, Chen LH, Hsieh YC, Yang PW, Lai LC, Chuang EY, Lee JM, Tsai MH. miR-338-5p inhibits cell proliferation, colony formation, migration and cisplatin resistance in esophageal squamous cancer cells by targeting FERMT2. Carcinogenesis 2020; 40:883-892. [PMID: 30576425 DOI: 10.1093/carcin/bgy189] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2018] [Revised: 12/13/2018] [Accepted: 12/20/2018] [Indexed: 12/22/2022] Open
Abstract
Esophageal cancer is one of the leading causes of cancer death in the male population of Eastern Asia. In addition, esophageal squamous cell carcinoma (ESCC) is the major type of esophageal cancer among the world. Owing to the poor overall 5-year survival rate, novel effective treatment strategies are needed. MicroRNAs are important gene regulators that are dysregulated in many cancer types. In our previous study, we applied next-generation sequencing to demonstrate that miR-338-5p was downregulated in the tumor tissue of patients with versus without recurrence. In this study, we further studied the roles of miR-338-5p in ESCC. The expression of endogenous miR-338-5p was at lower levels in ESCC cells compared with normal cells. Functional assays showed that miR-338-5p reduced cell proliferation, colony formation, migration and cisplatin resistance in an ESCC cell line, CE-81T. Potential target genes of miR-338-5p were identified by microarray and prediction tools, and 31 genes were selected. Among these, Fermitin family homolog 2 (FERMT2) plays an oncogenic role in ESCC, so it was chosen for further study. Luciferase assays showed the direct binding between miR-338-5p and the 3' untranslated region of FERMT2. Silencing of FERMT2 inhibited cell proliferation, colony formation, migration and cisplatin resistance. Pathway analysis revealed that the integrin-linked protein kinase signaling pathway, in which FERMT2 participates, was significantly affected by a miR-338-5p mimic. Our results suggest that miR-338-5p may play an antioncogenic role in ESCC via repressing FERMT2.
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Affiliation(s)
- Wen-Chun Lin
- Genome and Systems Biology Degree Program, National Taiwan University, Taipei, Taiwan.,Genome and Systems Biology Degree Program, Academia Sinica, Taipei, Taiwan
| | - Li-Han Chen
- Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan
| | - Yao-Chin Hsieh
- Institute of Biotechnology, National Taiwan University, Taipei, Taiwan
| | - Pei-Wen Yang
- Department of Surgery, National Taiwan University Hospital and National Taiwan University College of Medicine
| | - Liang-Chuan Lai
- Graduate Institute of Physiology, National Taiwan University, Taipei, Taiwan.,Bioinformatics and Biostatistics Core, NTU Center of Genomic and Precision Medicine, National Taiwan University, Taipei, Taiwan
| | - Eric Y Chuang
- Genome and Systems Biology Degree Program, National Taiwan University, Taipei, Taiwan.,Genome and Systems Biology Degree Program, Academia Sinica, Taipei, Taiwan.,Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan.,Bioinformatics and Biostatistics Core, NTU Center of Genomic and Precision Medicine, National Taiwan University, Taipei, Taiwan.,Biomedical Technology and Device Research Laboratories, Industrial Technology Research Institute, Hsinchu, Taiwan.,Genomics Research Center, Academia Sinica, Taipei, Taiwan
| | - Jang-Ming Lee
- Department of Surgery, National Taiwan University Hospital and National Taiwan University College of Medicine
| | - Mong-Hsun Tsai
- Genome and Systems Biology Degree Program, National Taiwan University, Taipei, Taiwan.,Genome and Systems Biology Degree Program, Academia Sinica, Taipei, Taiwan.,Institute of Biotechnology, National Taiwan University, Taipei, Taiwan.,Bioinformatics and Biostatistics Core, NTU Center of Genomic and Precision Medicine, National Taiwan University, Taipei, Taiwan.,Center for Biotechnology, National Taiwan University, Taipei, Taiwan.,Agricultural Biotechnology Research Center, Academia Sinica, Taipei, Taiwan
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6
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Lee SY, Hwang H, Kang YM, Kim H, Kim DG, Jeong JE, Kim JY, Yoo JS. SAAVpedia: Identification, Functional Annotation, and Retrieval of Single Amino Acid Variants for Proteogenomic Interpretation. J Proteome Res 2019; 18:4133-4142. [PMID: 31612721 DOI: 10.1021/acs.jproteome.9b00366] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Next-generation genome sequencing has enabled the discovery of numerous disease- or drug-response-associated nonsynonymous single nucleotide variants (nsSNVs) that alter the amino acid sequences of a protein. Although several studies have attempted to characterize pathogenic nsSNVs, few have been confirmed as single amino acid variants (SAAVs) at the protein level. Here we developed the SAAVpedia platform to identify, annotate, and retrieve pathogenic SAAV candidates from proteomic and genomic data. The platform consists of four modules: SAAVidentifier, SAAVannotator, SNV/SAAVretriever, and SAAVvisualizer. The SAAVidentifier provides a reference database containing 18 206 090 SAAVs and performs the identification and quality assessment of SAAVs. The SAAVannotator provides functional annotation with biological, clinical, and pharmacological information for the interpretation of condition-specific SAAVs. The SNV/SAAVretriever module enables bidirectional navigation between relevant SAAVs and nsSNVs with diverse genomic and proteomic data. SAAVvisualizer provides various statistical plots based on functional annotations of detected SAAVs. To demonstrate the utility of SAAVpedia, the proteogenomic pipeline with protein-protein interaction network analysis was applied to proteomic data from breast cancer and glioblastoma patients. We identified 1326 and 12 breast-cancer- and glioblastoma-related genes that contained one or more SAAVs, including BRCA2 and FAM49B, respectively. SAAVpedia is a suitable platform for confirming whether a genomic variant is maintained in an amino acid sequence. Furthermore, as a result of the SAAV discovery of these positive controls, the SAAVpedia could play a key role in the protein functional study for the Human Proteome Project (HPP).
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Affiliation(s)
- Soo Youn Lee
- Research Center for Bioconvergence Analysis , Korea Basic Science Institute , 162 Yeongudaji-ro , Cheongju 28119 , Korea
| | - Heeyoun Hwang
- Research Center for Bioconvergence Analysis , Korea Basic Science Institute , 162 Yeongudaji-ro , Cheongju 28119 , Korea
| | - Young-Mook Kang
- Drug Information Platform Center , Korea Research Institute of Chemical Technology , 141 Gajeong-ro , Daejeon 34114 , Korea
| | - Hyejin Kim
- Research Center for Bioconvergence Analysis , Korea Basic Science Institute , 162 Yeongudaji-ro , Cheongju 28119 , Korea
- Graduate School of Analytical Science and Technology , Chungnam National University , 99 Daehak-ro , Daejeon 34134 , Korea
| | - Dong Geun Kim
- Research Center for Bioconvergence Analysis , Korea Basic Science Institute , 162 Yeongudaji-ro , Cheongju 28119 , Korea
- Graduate School of Analytical Science and Technology , Chungnam National University , 99 Daehak-ro , Daejeon 34134 , Korea
| | - Ji Eun Jeong
- Research Center for Bioconvergence Analysis , Korea Basic Science Institute , 162 Yeongudaji-ro , Cheongju 28119 , Korea
- Graduate School of Analytical Science and Technology , Chungnam National University , 99 Daehak-ro , Daejeon 34134 , Korea
| | - Jin Young Kim
- Research Center for Bioconvergence Analysis , Korea Basic Science Institute , 162 Yeongudaji-ro , Cheongju 28119 , Korea
| | - Jong Shin Yoo
- Research Center for Bioconvergence Analysis , Korea Basic Science Institute , 162 Yeongudaji-ro , Cheongju 28119 , Korea
- Graduate School of Analytical Science and Technology , Chungnam National University , 99 Daehak-ro , Daejeon 34134 , Korea
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Mouly L, Gilhodes J, Lemarié A, Cohen-Jonathan Moyal E, Toulas C, Favre G, Sordet O, Monferran S. The RND1 Small GTPase: Main Functions and Emerging Role in Oncogenesis. Int J Mol Sci 2019; 20:ijms20153612. [PMID: 31344837 PMCID: PMC6696182 DOI: 10.3390/ijms20153612] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Revised: 07/10/2019] [Accepted: 07/21/2019] [Indexed: 02/07/2023] Open
Abstract
The Rho GTPase family can be classified into classic and atypical members. Classic members cycle between an inactive Guanosine DiPhosphate -bound state and an active Guanosine TriPhosphate-bound state. Atypical Rho GTPases, such as RND1, are predominantly in an active GTP-bound conformation. The role of classic members in oncogenesis has been the subject of numerous studies, while that of atypical members has been less explored. Besides the roles of RND1 in healthy tissues, recent data suggest that RND1 is involved in oncogenesis and response to cancer therapeutics. Here, we present the current knowledge on RND1 expression, subcellular localization, and functions in healthy tissues. Then, we review data showing that RND1 expression is dysregulated in tumors, the molecular mechanisms involved in this deregulation, and the role of RND1 in oncogenesis. For several aggressive tumors, RND1 presents the features of a tumor suppressor gene. In these tumors, low expression of RND1 is associated with a bad prognosis for the patients. Finally, we highlight that RND1 expression is induced by anticancer agents and modulates their response. Of note, RND1 mRNA levels in tumors could be used as a predictive marker of both patient prognosis and response to anticancer agents.
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Affiliation(s)
- Laetitia Mouly
- Cancer Research Center of Toulouse, INSERM UMR1037, 31037 Toulouse, France
- Faculty of Pharmacy and Medecine, Université Toulouse III, 31062 Toulouse, France
| | - Julia Gilhodes
- Institut Claudius Regaud, IUCT-O, 31059 Toulouse, France
| | - Anthony Lemarié
- Cancer Research Center of Toulouse, INSERM UMR1037, 31037 Toulouse, France
- Faculty of Pharmacy and Medecine, Université Toulouse III, 31062 Toulouse, France
| | - Elizabeth Cohen-Jonathan Moyal
- Cancer Research Center of Toulouse, INSERM UMR1037, 31037 Toulouse, France
- Faculty of Pharmacy and Medecine, Université Toulouse III, 31062 Toulouse, France
- Institut Claudius Regaud, IUCT-O, 31059 Toulouse, France
| | - Christine Toulas
- Cancer Research Center of Toulouse, INSERM UMR1037, 31037 Toulouse, France
- Institut Claudius Regaud, IUCT-O, 31059 Toulouse, France
| | - Gilles Favre
- Cancer Research Center of Toulouse, INSERM UMR1037, 31037 Toulouse, France
- Faculty of Pharmacy and Medecine, Université Toulouse III, 31062 Toulouse, France
- Institut Claudius Regaud, IUCT-O, 31059 Toulouse, France
| | - Olivier Sordet
- Cancer Research Center of Toulouse, INSERM UMR1037, 31037 Toulouse, France
| | - Sylvie Monferran
- Cancer Research Center of Toulouse, INSERM UMR1037, 31037 Toulouse, France.
- Faculty of Pharmacy and Medecine, Université Toulouse III, 31062 Toulouse, France.
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8
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Sun Q, Dong H, Li Y, Yuan F, Xu Y, Mao S, Xiong X, Chen Q, Liu B. Small GTPase RHOE/RND3, a new critical regulator of NF-κB signalling in glioblastoma multiforme? Cell Prolif 2019; 52:e12665. [PMID: 31332862 PMCID: PMC6797521 DOI: 10.1111/cpr.12665] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2018] [Revised: 06/07/2019] [Accepted: 06/25/2019] [Indexed: 01/17/2023] Open
Abstract
Objectives Abnormal activation of NF‐κB signalling is a major mechanism of apoptosis resistance in glioblastoma multiforme (GBM). Therefore, better understanding of the regulation of NF‐κB signalling has a significant impact for GBM therapy. Here, we uncovered a critical role of the small GTPase RND3 in regulating the p65 subunit of NF‐κB and NF‐κB signalling in GBM. Materials and methods Human GBM samples, GBM cells and a human orthotopic GBM‐xenografted animal model were used. The mechanisms of RND3 in regulation of NF‐κB signalling and GBM cell apoptosis were examined by luciferase assay, quantitative PCR, immunostaining, immunoblotting, immunofluorescence, coimmunoprecipitation, TUNEL staining, JC‐1 analysis and flow cytometry. Results Overexpression of RND3 led to reduced p65 activity in GBM‐cultured cells and a GBM animal model, indicating that the NF‐κB pathway is negatively regulated by RND3 in GBM. Mechanistically, we found that RND3 bound p65 and promoted p65 ubiquitination, leading to decreased p65 protein levels. Furthermore, RND3 enhanced cleaved caspase 3 levels and promoted apoptosis in GBM cells, and RND3 expression was positively correlated with cleaved caspase 3 and IL‐8 in human GBM samples. The effect of RND3 on promoting apoptosis disappeared when p65 ubiquitination was blocked by protease inhibitor carfilzomib or upon co‐expression of ectopic p65. Conclusions RND3 binds p65 protein and promotes its ubiquitination, resulting in reduced p65 protein expression and inhibition of NF‐κB signalling to induce GBM cell apoptosis.
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Affiliation(s)
- Qian Sun
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China.,Central Laboratory, Renmin Hospital of Wuhan University, Wuhan, China
| | - Huimin Dong
- Department of Neurology, Renmin Hospital of Wuhan University, Wuhan, China.,Department of Cell Biology, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan, China
| | - Yuntao Li
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China.,Department of Neurosurgery, Huzhou Central Hospital, Huzhou, China
| | - Fan'en Yuan
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China.,Central Laboratory, Renmin Hospital of Wuhan University, Wuhan, China
| | - Yang Xu
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China.,Central Laboratory, Renmin Hospital of Wuhan University, Wuhan, China
| | - Shanping Mao
- Department of Cell Biology, Hubei Key Laboratory of Cell Homeostasis, College of Life Sciences, Wuhan University, Wuhan, China
| | - Xiaoxing Xiong
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China.,Central Laboratory, Renmin Hospital of Wuhan University, Wuhan, China
| | - Qianxue Chen
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China.,Central Laboratory, Renmin Hospital of Wuhan University, Wuhan, China
| | - Baohui Liu
- Department of Neurosurgery, Renmin Hospital of Wuhan University, Wuhan, China.,Central Laboratory, Renmin Hospital of Wuhan University, Wuhan, China
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9
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RND1 regulates migration of human glioblastoma stem-like cells according to their anatomical localization and defines a prognostic signature in glioblastoma. Oncotarget 2018; 9:33788-33803. [PMID: 30333910 PMCID: PMC6173464 DOI: 10.18632/oncotarget.26082] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2018] [Accepted: 07/31/2018] [Indexed: 12/21/2022] Open
Abstract
Despite post-operative radio-chemotherapy, glioblastoma systematically locally recurs. Tumors contacting the periventricular zone (PVZ) show earlier and more distant relapses than tumors not contacting the PVZ. Since glioblastoma stem-like cells (GSCs) have been proposed to play a major role in glioblastoma recurrence, we decided to test whether GSC migration properties could be different according to their anatomical location (PVZ+/PVZ–). For that purpose, we established paired cultures of GSCs from the cortical area (CT) and the PVZ of glioblastoma patient tumors. We demonstrated that PVZ GSCs possess higher migration and invasion capacities than CT GSCs. We highlighted specific transcriptomic profiles in PVZ versus CT populations and identified a down-regulation of the RhoGTPase, RND1 in PVZ GSCs compared to CT GSCs. Overexpression of RND1, dramatically inhibited PVZ GSC migration and conversely, downregulation of RND1 increased CT GSC migration. Additionally, transcriptomic analyses also revealed a down-regulation of RND1 in glioblastoma compared to normal brain. Using the glioblastoma TCGA database, low levels of RND1 were also shown to correlate with a decreased overall survival of patients. Finally, based on signaling pathways activated in patients with low levels of RND1, we identified an RND1low signature of six genes (MET, LAMC1, ITGA5, COL5A1, COL3A1, COL1A2) that is an independent prognostic factor in glioblastoma. These findings contribute to explain the shorter time to progression of patients with PVZ involvement and, point out genes that establish the RND1low signature as key targets genes to impede tumor relapse after treatment.
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10
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Mouly L, Mamouni K, Gence R, Cristini A, Cherier J, Castinel A, Legrand M, Favre G, Sordet O, Monferran S. PARP-1-dependent RND1 transcription induced by topoisomerase I cleavage complexes confers cellular resistance to camptothecin. Cell Death Dis 2018; 9:931. [PMID: 30209297 PMCID: PMC6135836 DOI: 10.1038/s41419-018-0981-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Revised: 08/02/2018] [Accepted: 08/20/2018] [Indexed: 02/02/2023]
Abstract
RHO GTPases regulate essential functions such as the organization of the actin cytoskeleton. The classic members cycle between an active GTP-bound and an inactive GDP-bound conformation whereas atypical members are predominantly GTP-bound. Besides their well-established role, the classic RHO GTPases RHOB and RAC1, are rapidly induced and/or activated by genotoxic stress and contribute to the DNA damage response. Here we used camptothecin, a selective topoisomerase I (TOP1) inhibitor that stabilizes TOP1 cleavage complexes (TOP1cc), to search for other potential early DNA damage-inducible RHO GTPase genes. We identified that an atypical RHO GTPase, RND1, is rapidly induced by camptothecin. RND1 induction is closely associated with the presence of TOP1cc induced by camptothecin or by DNA lesions that elevate TOP1cc levels such as UV and hydrogen peroxide. We further demonstrated that camptothecin increases RND1 gene transcription and mRNA stability. Camptothecin also increases poly(ADP-ribose) polymerase 1 (PARP-1) activity, whose inhibition reduces RND1 transcription. In addition, overexpression of RND1 increases PARP-1, suggesting a cross-talk between PARP-1 and RND1. Finally, RND1 protects cells against camptothecin-induced apoptosis, and hence favors cellular resistance to camptothecin. Together, these findings highlight RND1 as an atypical RHO GTPase early induced by TOP1cc, and show that the TOP1cc-PARP-1-RND1 pathway protects cells against apoptosis induced by camptothecin.
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Affiliation(s)
- Laetitia Mouly
- Cancer Research Center of Toulouse (CRCT), INSERM, Université de Toulouse, Université Toulouse III Paul Sabatier, CNRS, Toulouse, France.,Faculté des Sciences Pharmaceutiques, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
| | - Kenza Mamouni
- Cancer Research Center of Toulouse (CRCT), INSERM, Université de Toulouse, Université Toulouse III Paul Sabatier, CNRS, Toulouse, France.,Faculté des Sciences Pharmaceutiques, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
| | - Remi Gence
- Cancer Research Center of Toulouse (CRCT), INSERM, Université de Toulouse, Université Toulouse III Paul Sabatier, CNRS, Toulouse, France.,Faculté des Sciences Pharmaceutiques, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
| | - Agnese Cristini
- Cancer Research Center of Toulouse (CRCT), INSERM, Université de Toulouse, Université Toulouse III Paul Sabatier, CNRS, Toulouse, France.,Faculté des Sciences Pharmaceutiques, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
| | - Julia Cherier
- Cancer Research Center of Toulouse (CRCT), INSERM, Université de Toulouse, Université Toulouse III Paul Sabatier, CNRS, Toulouse, France
| | - Adrien Castinel
- Faculté des Sciences Pharmaceutiques, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
| | - Morgane Legrand
- Faculté des Sciences Pharmaceutiques, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
| | - Gilles Favre
- Cancer Research Center of Toulouse (CRCT), INSERM, Université de Toulouse, Université Toulouse III Paul Sabatier, CNRS, Toulouse, France.,Faculté des Sciences Pharmaceutiques, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France
| | - Olivier Sordet
- Cancer Research Center of Toulouse (CRCT), INSERM, Université de Toulouse, Université Toulouse III Paul Sabatier, CNRS, Toulouse, France.
| | - Sylvie Monferran
- Cancer Research Center of Toulouse (CRCT), INSERM, Université de Toulouse, Université Toulouse III Paul Sabatier, CNRS, Toulouse, France. .,Faculté des Sciences Pharmaceutiques, Université de Toulouse, Université Toulouse III Paul Sabatier, Toulouse, France.
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11
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McColl B, Garg R, Riou P, Riento K, Ridley AJ. Rnd3-induced cell rounding requires interaction with Plexin-B2. J Cell Sci 2016; 129:4046-4056. [PMID: 27656111 PMCID: PMC5117210 DOI: 10.1242/jcs.192211] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Accepted: 09/02/2016] [Indexed: 12/24/2022] Open
Abstract
Rnd proteins are atypical members of the Rho GTPase family that induce actin cytoskeletal reorganization and cell rounding. Rnd proteins have been reported to bind to the intracellular domain of several plexin receptors, but whether plexins contribute to the Rnd-induced rounding response is not known. Here we show that Rnd3 interacts preferentially with plexin-B2 of the three plexin-B proteins, whereas Rnd2 interacts with all three B-type plexins, and Rnd1 shows only very weak interaction with plexin-B proteins in immunoprecipitations. Plexin-B1 has been reported to act as a GAP for R-Ras and/or Rap1 proteins. We show that all three plexin-B proteins interact with R-Ras and Rap1, but Rnd proteins do not alter this interaction or R-Ras or Rap1 activity. We demonstrate that plexin-B2 promotes Rnd3-induced cell rounding and loss of stress fibres, and enhances the inhibition of HeLa cell invasion by Rnd3. We identify the amino acids in Rnd3 that are required for plexin-B2 interaction, and show that mutation of these amino acids prevents Rnd3-induced morphological changes. These results indicate that plexin-B2 is a downstream target for Rnd3, which contributes to its cellular function.
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Affiliation(s)
- Brad McColl
- Randall Division of Cell and Molecular Biophysics, King's College London, New Hunt's House, Guy's Campus, London SE1 1UL, UK
| | - Ritu Garg
- Randall Division of Cell and Molecular Biophysics, King's College London, New Hunt's House, Guy's Campus, London SE1 1UL, UK
| | - Philippe Riou
- Randall Division of Cell and Molecular Biophysics, King's College London, New Hunt's House, Guy's Campus, London SE1 1UL, UK
| | - Kirsi Riento
- Randall Division of Cell and Molecular Biophysics, King's College London, New Hunt's House, Guy's Campus, London SE1 1UL, UK
| | - Anne J Ridley
- Randall Division of Cell and Molecular Biophysics, King's College London, New Hunt's House, Guy's Campus, London SE1 1UL, UK
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12
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Quemener C, Baud J, Boyé K, Dubrac A, Billottet C, Soulet F, Darlot F, Dumartin L, Sire M, Grepin R, Daubon T, Rayne F, Wodrich H, Couvelard A, Pineau R, Schilling M, Castronovo V, Sue SC, Clarke K, Lomri A, Khatib AM, Hagedorn M, Prats H, Bikfalvi A. Dual Roles for CXCL4 Chemokines and CXCR3 in Angiogenesis and Invasion of Pancreatic Cancer. Cancer Res 2016; 76:6507-6519. [DOI: 10.1158/0008-5472.can-15-2864] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2015] [Revised: 07/09/2016] [Accepted: 08/12/2016] [Indexed: 11/16/2022]
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13
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Paysan L, Piquet L, Saltel F, Moreau V. Rnd3 in Cancer: A Review of the Evidence for Tumor Promoter or Suppressor. Mol Cancer Res 2016; 14:1033-1044. [PMID: 27555595 DOI: 10.1158/1541-7786.mcr-16-0164] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2016] [Revised: 07/19/2016] [Accepted: 08/10/2016] [Indexed: 11/16/2022]
Abstract
Rho-GTPases are members of the Ras superfamily of small GTPases and are general modulators of important cellular processes in tumor biology such as migration and proliferation. Among these proteins, Rnd3/RhoE, an atypical Rho-GTPase devoid of GTP hydrolytic activity, has recently been studied for its putative role in tumorigenesis. Indeed, Rnd3 is implicated in processes, such as proliferation and migration, whose deregulation is linked to cancer development and metastasis. The aim of this review is to provide an overview of the data surrounding Rnd3 deregulation in cancers, its origin, and consequences. Presented here is a comprehensive account of the expression status and biological output obtained in prostate, liver, stomach, colon, lung, and brain cancers as well as in melanoma and squamous cell carcinoma. Although there appears to be no general consensus about Rnd3 expression in cancers as this protein is differently altered according to the tumor context, these alterations overwhelmingly favor a protumorigenic role. Thus, depending on the tumor type, it may behave either as a tumor suppressor or as a tumor promoter. Importantly, the deregulation of Rnd3, in most cases, is linked to patient poor outcome. IMPLICATIONS Rnd3 has prognostic marker potential as exemplified in lung cancers and Rnd3 or Rnd3-associated signaling pathways may represent a new putative therapeutic target. Mol Cancer Res; 14(11); 1033-44. ©2016 AACR.
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Affiliation(s)
- Lisa Paysan
- INSERM, UMR1053 Bordeaux Research in Translational Oncology, BaRITOn, Bordeaux, France.,Univ. Bordeaux, UMR1053 Bordeaux Research in Translational Oncology, BaRITOn, Bordeaux, France
| | - Léo Piquet
- INSERM, UMR1053 Bordeaux Research in Translational Oncology, BaRITOn, Bordeaux, France.,Univ. Bordeaux, UMR1053 Bordeaux Research in Translational Oncology, BaRITOn, Bordeaux, France
| | - Frédéric Saltel
- INSERM, UMR1053 Bordeaux Research in Translational Oncology, BaRITOn, Bordeaux, France.,Univ. Bordeaux, UMR1053 Bordeaux Research in Translational Oncology, BaRITOn, Bordeaux, France
| | - Violaine Moreau
- INSERM, UMR1053 Bordeaux Research in Translational Oncology, BaRITOn, Bordeaux, France. .,Univ. Bordeaux, UMR1053 Bordeaux Research in Translational Oncology, BaRITOn, Bordeaux, France
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14
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Trevino V, Cassese A, Nagy Z, Zhuang X, Herbert J, Antzack P, Clarke K, Davies N, Rahman A, Campbell MJ, Guindani M, Bicknell R, Vannucci M, Falciani F. A Network Biology Approach Identifies Molecular Cross-Talk between Normal Prostate Epithelial and Prostate Carcinoma Cells. PLoS Comput Biol 2016; 12:e1004884. [PMID: 27124473 PMCID: PMC4849722 DOI: 10.1371/journal.pcbi.1004884] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2015] [Accepted: 03/24/2016] [Indexed: 11/19/2022] Open
Abstract
The advent of functional genomics has enabled the genome-wide characterization of the molecular state of cells and tissues, virtually at every level of biological organization. The difficulty in organizing and mining this unprecedented amount of information has stimulated the development of computational methods designed to infer the underlying structure of regulatory networks from observational data. These important developments had a profound impact in biological sciences since they triggered the development of a novel data-driven investigative approach. In cancer research, this strategy has been particularly successful. It has contributed to the identification of novel biomarkers, to a better characterization of disease heterogeneity and to a more in depth understanding of cancer pathophysiology. However, so far these approaches have not explicitly addressed the challenge of identifying networks representing the interaction of different cell types in a complex tissue. Since these interactions represent an essential part of the biology of both diseased and healthy tissues, it is of paramount importance that this challenge is addressed. Here we report the definition of a network reverse engineering strategy designed to infer directional signals linking adjacent cell types within a complex tissue. The application of this inference strategy to prostate cancer genome-wide expression profiling data validated the approach and revealed that normal epithelial cells exert an anti-tumour activity on prostate carcinoma cells. Moreover, by using a Bayesian hierarchical model integrating genetics and gene expression data and combining this with survival analysis, we show that the expression of putative cell communication genes related to focal adhesion and secretion is affected by epistatic gene copy number variation and it is predictive of patient survival. Ultimately, this study represents a generalizable approach to the challenge of deciphering cell communication networks in a wide spectrum of biological systems. In the current era of cancer research, stimulated by the release of the entire human genome, it has become increasingly clear that to understand cancer we need to understand how the many thousands of genes and proteins involved interact. Modern techniques have enabled the collection of unprecedented amounts of high quality data describing the state of these molecules during cancer development. In cancer research particularly, this strategy has been particularly successful, leading to the discovery of new drugs able to target key factors promoting cancer growth. However, a large body of research suggests that in complex organs, the interaction between cancer and its surrounding environment is an essential part of the biology of both diseased and healthy tissues, therefore it is of paramount importance that this process is further investigated. Here we report a strategy designed to reveal communication signals between cancer cells and adjacent cell types. We apply the strategy to prostate cancer and find that normal cells surrounding the tumour do exert an anti-tumour activity on prostate cancer cells. By using a statistical model which integrates multiple levels of genetic data, we show that cell-to-cell communication genes are controlled by DNA alterations and have potential prognostic value.
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Affiliation(s)
- Victor Trevino
- Catedra de Bioinformatica, Escuela de Medicina, Tecnologico de Monterrey, Monterrey, Nuevo Leon, Mexico
| | - Alberto Cassese
- Department of Methodology and Statistics, Maastricht University, Maastricht, Netherlands
| | - Zsuzsanna Nagy
- School of Experimental and Clinical Medicine, University of Birmingham, Edgbaston, Birmingham, United Kingdom
| | - Xiaodong Zhuang
- School of Immunity and Infection, University of Birmingham, Edgbaston, Birmingham, United Kingdom
| | - John Herbert
- Institute of Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| | - Philipp Antzack
- Institute of Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| | - Kim Clarke
- Institute of Integrative Biology, University of Liverpool, Liverpool, United Kingdom
| | - Nicholas Davies
- School of Cancer Sciences, College of Medicine and Dentistry, University of Birmingham, Edgbaston, Birmingham, United Kingdom
| | - Ayesha Rahman
- School of Pharmacy, Faculty of Science and Engineering, University of Wolverhampton, Wolverhampton, United Kingdom
| | - Moray J. Campbell
- Department of Pharmacology and Therapeutics, Roswell Park Cancer Institute, Buffalo, New York, United States of America
| | - Michele Guindani
- Department of Biostatistics, University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Roy Bicknell
- School of Immunity and Infection, University of Birmingham, Edgbaston, Birmingham, United Kingdom
| | - Marina Vannucci
- Department of Statistics, Rice University, Houston, Texas, United States of America
| | - Francesco Falciani
- Institute of Integrative Biology, University of Liverpool, Liverpool, United Kingdom
- * E-mail:
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