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Cuesta-Borràs E, Salvans C, Arqués O, Chicote I, Ramírez L, Cabellos L, Martínez-Quintanilla J, Mur-Espinosa A, García-Álvarez A, Hernando J, Tejedor JR, Mirallas O, Élez E, Fraga MF, Tabernero J, Nuciforo P, Capdevila J, Palmer HG, Puig I. DPPA3-HIF1α axis controls colorectal cancer chemoresistance by imposing a slow cell-cycle phenotype. Cell Rep 2023; 42:112927. [PMID: 37537841 DOI: 10.1016/j.celrep.2023.112927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 06/22/2023] [Accepted: 07/17/2023] [Indexed: 08/05/2023] Open
Abstract
Tumor relapse is linked to rapid chemoresistance and represents a bottleneck for cancer therapy success. Engagement of a reduced proliferation state is a non-mutational mechanism exploited by cancer cells to bypass therapy-induced cell death. Through combining functional pulse-chase experiments in engineered cells and transcriptomic analyses, we identify DPPA3 as a master regulator of slow-cycling and chemoresistant phenotype in colorectal cancer (CRC). We find a vicious DPPA3-HIF1α feedback loop that downregulates FOXM1 expression via DNA methylation, thereby delaying cell-cycle progression. Moreover, downregulation of HIF1α partially restores a chemosensitive proliferative phenotype in DPPA3-overexpressing cancer cells. In cohorts of CRC patient samples, DPPA3 overexpression acts as a predictive biomarker of chemotherapeutic resistance that subsequently requires reduction in its expression to allow metastatic outgrowth. Our work demonstrates that slow-cycling cancer cells exploit a DPPA3/HIF1α axis to support tumor persistence under therapeutic stress and provides insights on the molecular regulation of disease progression.
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Affiliation(s)
- Estefania Cuesta-Borràs
- Stem Cells and Cancer Laboratory, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | - Cándida Salvans
- Stem Cells and Cancer Laboratory, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain; University of Barcelona, Barcelona, Spain
| | - Oriol Arqués
- Stem Cells and Cancer Laboratory, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | - Irene Chicote
- Stem Cells and Cancer Laboratory, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain; CIBERONC, 08029 Madrid, Spain
| | - Lorena Ramírez
- Gastrointestinal and Endocrine Tumors Group, Medical Oncology Department, Vall d'Hebron University Hospital (HUVH), Vall d'Hebron Institute of Oncology (VHIO), Universitat Autònoma de Barcelona (UAB), 08035 Barcelona, Spain
| | - Laia Cabellos
- Stem Cells and Cancer Laboratory, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | | | - Alex Mur-Espinosa
- Stem Cells and Cancer Laboratory, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain; University of Barcelona, Barcelona, Spain
| | - Alejandro García-Álvarez
- Gastrointestinal and Endocrine Tumors Group, Medical Oncology Department, Vall d'Hebron University Hospital (HUVH), Vall d'Hebron Institute of Oncology (VHIO), Universitat Autònoma de Barcelona (UAB), 08035 Barcelona, Spain
| | - Jorge Hernando
- Gastrointestinal and Endocrine Tumors Group, Medical Oncology Department, Vall d'Hebron University Hospital (HUVH), Vall d'Hebron Institute of Oncology (VHIO), Universitat Autònoma de Barcelona (UAB), 08035 Barcelona, Spain
| | - Juan Ramón Tejedor
- Nanomaterials and Nanotechnology Research Center (CINN), Spanish National Research Council (CSIC), Health Research Institute of the Principality of Asturias (ISPA), Spanish Biomedical Research Network in Rare Diseases (CIBERER), Institute of Oncology of Asturias (IUOPA), University of Oviedo, 33011 Oviedo, Asturias, Spain
| | - Oriol Mirallas
- Gastrointestinal and Endocrine Tumors Group, Medical Oncology Department, Vall d'Hebron University Hospital (HUVH), Vall d'Hebron Institute of Oncology (VHIO), Universitat Autònoma de Barcelona (UAB), 08035 Barcelona, Spain
| | - Elena Élez
- CIBERONC, 08029 Madrid, Spain; Gastrointestinal and Endocrine Tumors Group, Medical Oncology Department, Vall d'Hebron University Hospital (HUVH), Vall d'Hebron Institute of Oncology (VHIO), Universitat Autònoma de Barcelona (UAB), 08035 Barcelona, Spain
| | - Mario F Fraga
- Nanomaterials and Nanotechnology Research Center (CINN), Spanish National Research Council (CSIC), Health Research Institute of the Principality of Asturias (ISPA), Spanish Biomedical Research Network in Rare Diseases (CIBERER), Institute of Oncology of Asturias (IUOPA), University of Oviedo, 33011 Oviedo, Asturias, Spain
| | - Josep Tabernero
- CIBERONC, 08029 Madrid, Spain; Gastrointestinal and Endocrine Tumors Group, Medical Oncology Department, Vall d'Hebron University Hospital (HUVH), Vall d'Hebron Institute of Oncology (VHIO), Universitat Autònoma de Barcelona (UAB), 08035 Barcelona, Spain; UVic-UCC, IOB-Quiron, 08023 Barcelona, Spain
| | - Paolo Nuciforo
- CIBERONC, 08029 Madrid, Spain; Molecular Oncology Group, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain
| | - Jaume Capdevila
- Gastrointestinal and Endocrine Tumors Group, Medical Oncology Department, Vall d'Hebron University Hospital (HUVH), Vall d'Hebron Institute of Oncology (VHIO), Universitat Autònoma de Barcelona (UAB), 08035 Barcelona, Spain; IOB-Teknon, 08023 Barcelona, Spain
| | - Héctor G Palmer
- Stem Cells and Cancer Laboratory, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain; CIBERONC, 08029 Madrid, Spain.
| | - Isabel Puig
- Stem Cells and Cancer Laboratory, Vall d'Hebron Institute of Oncology (VHIO), 08035 Barcelona, Spain; CIBERONC, 08029 Madrid, Spain.
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Bellio C, Duran JM, Méndez O, Meo-Evoli N, Salvans C, Garrigós L, Zamora E, Saura C, Littlefield BA, Villanueva J. Abstract A036: Identification of secretome-based eribulin biomarkers for breast cancer therapeutics. Mol Cancer Ther 2019. [DOI: 10.1158/1535-7163.targ-19-a036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Microtubules are major components of the cytoskeleton. They are involved in a wide variety of cell functions including attribution to cell shape, motility, intracellular trafficking and mitotic spindle formation. Therefore, microtubules have gained significant interest as important targets for cancer therapy. Several microtubule-targeting agents (MTAs) are being used to treat cancer patients. Eribulin is a novel microtubule dynamic inhibitor approved for treatment of metastatic breast cancer (MBC) after two previous lines of therapy and the only cytotoxic agent in recent years to improve overall survival (OS) in heavily pretreated patients. A challenge for achieving successful management of cancer is the discovery of tumor biomarkers that represent useful surrogates during the course of the disease and therapeutic treatment, and that can be measured non-invasively. Over the last few years there has been an increasing interest in the study of cancer secretome, a sub-proteome that contains secreted and shed plasma membrane proteins. The rationale supporting this approach is that secretomes have a much lower complexity than plasma and tissue homogenates, and may be enriched with proteins that are very likely to enter the circulation. The presence of proteins linked to cancer such as growth factors and proteases in these fluids indicates that secretomes might help in monitoring critical aspects of cancer progression and therapeutic treatment. The working hypothesis for this study is that there is a secretome induced by eribulin that can be measured by quantitative proteomics, and can be used to identify response biomarkers linked to the action of the drug. We used three cell line models representing triple negative breast cancer (TNBC), MDA-MB-231 and MX1, and luminal BC, MCF7, which were already proven to be sensitive to eribulin. We generated secretomes by quantitative proteomics from these cell lines during the treatment with eribulin, and we compared them to the control secretomes from the same cell lines. The statistical analysis of the data revealed a specific secretome that could reflect the action of eribulin on tumor cells. Specifically, eribulin treatment induced the oversecretion of the same families of protein in the three different BC cell lines. In the near future, we will select candidate biomarkers for validation in samples obtained from metastatic patients at baseline and during treatment, and we will correlate their levels with the standard response evaluation by diagnostic radiologic exams. This project is the collaborative effort between the Tumor Biomarkers laboratory at VHIO, the Breast Cancer Program at Vall d’Hebron Hospital and Eisai. We are confident that identifying the eribulin-based secretome could help monitoring critical aspects of cancer therapeutic MBC treatment.
Citation Format: Chiara Bellio, Juan M. Duran, Olga Méndez, Nathalie Meo-Evoli, Cándida Salvans, Laia Garrigós, Esther Zamora, Cristina Saura, Bruce A Littlefield, Josep Villanueva. Identification of secretome-based eribulin biomarkers for breast cancer therapeutics [abstract]. In: Proceedings of the AACR-NCI-EORTC International Conference on Molecular Targets and Cancer Therapeutics; 2019 Oct 26-30; Boston, MA. Philadelphia (PA): AACR; Mol Cancer Ther 2019;18(12 Suppl):Abstract nr A036. doi:10.1158/1535-7163.TARG-19-A036
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Affiliation(s)
| | | | - Olga Méndez
- 1Vall d'Hebron Institute of Oncology, Barcelona
| | | | | | - Laia Garrigós
- 2Breast Cancer Program, Vall d'Hebron University Hospital, Barcelona
| | - Esther Zamora
- 2Breast Cancer Program, Vall d'Hebron University Hospital, Barcelona
| | - Cristina Saura
- 2Breast Cancer Program, Vall d'Hebron University Hospital, Barcelona
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Méndez O, Peg V, Salvans C, Pujals M, Fernández Y, Abasolo I, Pérez J, Matres A, Valeri M, Gregori J, Villarreal L, Schwartz S, Ramon Y Cajal S, Tabernero J, Cortés J, Arribas J, Villanueva J. Extracellular HMGA1 Promotes Tumor Invasion and Metastasis in Triple-Negative Breast Cancer. Clin Cancer Res 2018; 24:6367-6382. [PMID: 30135148 DOI: 10.1158/1078-0432.ccr-18-0517] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2018] [Revised: 06/14/2018] [Accepted: 08/13/2018] [Indexed: 11/16/2022]
Abstract
PURPOSE The study of the cancer secretome suggests that a fraction of the intracellular proteome could play unanticipated roles in the extracellular space during tumorigenesis. A project aimed at investigating the invasive secretome led us to study the alternative extracellular function of the nuclear protein high mobility group A1 (HMGA1) in breast cancer invasion and metastasis. EXPERIMENTAL DESIGN Antibodies against HMGA1 were tested in signaling, adhesion, migration, invasion, and metastasis assays using breast cancer cell lines and xenograft models. Fluorescence microscopy was used to determine the subcellular localization of HMGA1 in cell lines, xenograft, and patient-derived xenograft models. A cohort of triple-negative breast cancer (TNBC) patients was used to study the correlation between subcellular localization of HMGA1 and the incidence of metastasis. RESULTS Our data show that treatment of invasive cells with HMGA1-blocking antibodies in the extracellular space impairs their migration and invasion abilities. We also prove that extracellular HMGA1 (eHMGA1) becomes a ligand for the Advanced glycosylation end product-specific receptor (RAGE), inducing pERK signaling and increasing migration and invasion. Using the cytoplasmic localization of HMGA1 as a surrogate marker of secretion, we showed that eHMGA1 correlates with the incidence of metastasis in a cohort of TNBC patients. Furthermore, we show that HMGA1 is enriched in the cytoplasm of tumor cells at the invasive front of primary tumors and in metastatic lesions in xenograft models. CONCLUSIONS Our results strongly suggest that eHMGA1 could become a novel drug target in metastatic TNBC and a biomarker predicting the onset of distant metastasis.
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Affiliation(s)
- Olga Méndez
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Vicente Peg
- Pathology Department, Institut de Recerca Hospital Vall d'Hebron, Barcelona, Spain
| | - Cándida Salvans
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Mireia Pujals
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Yolanda Fernández
- CIBBIM-Nanomedicine, Vall d'Hebron Institut de Recerca (VHIR), Networking Research Center on Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), Barcelona, Spain
| | - Ibane Abasolo
- CIBBIM-Nanomedicine, Vall d'Hebron Institut de Recerca (VHIR), Networking Research Center on Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), Barcelona, Spain
| | - José Pérez
- Department of Medical Oncology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Ana Matres
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Marta Valeri
- Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | - Josep Gregori
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain.
| | | | - Simó Schwartz
- CIBBIM-Nanomedicine, Vall d'Hebron Institut de Recerca (VHIR), Networking Research Center on Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), Barcelona, Spain
| | | | - Josep Tabernero
- Department of Medical Oncology, Vall d'Hebron University Hospital, Barcelona, Spain.,CIBERONC, Madrid, Spain
| | - Javier Cortés
- Department of Medical Oncology, Vall d'Hebron University Hospital, Barcelona, Spain
| | - Joaquín Arribas
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain.,CIBERONC, Madrid, Spain.,Institució Catalana de Recerca i Estudis Avançats (ICREA), Barcelona, Spain
| | - Josep Villanueva
- Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain.,CIBERONC, Madrid, Spain
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Gandioso A, Massaguer A, Villegas N, Salvans C, Sánchez D, Brun-Heath I, Marchán V, Orozco M, Terrazas M. Efficient siRNA-peptide conjugation for specific targeted delivery into tumor cells. Chem Commun (Camb) 2018; 53:2870-2873. [PMID: 28218319 DOI: 10.1039/c6cc10287e] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Despite the broad applicability of the Huisgen cycloaddition reaction, the click functionalization of RNAs with peptides still remains a challenge. Here we describe a straightforward method for the click functionalization of siRNAs with peptides of different sizes and complexities. Among them, a promising peptide carrier for the selective siRNA delivery into HER2+ breast cancer cell lines has been reported.
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Affiliation(s)
- Albert Gandioso
- Department of Inorganic and Organic Chemistry, Section of Organic Chemistry, IBUB, University of Barcelona, Martí i Franquès 1-11, 08028 Barcelona, Spain
| | - Anna Massaguer
- Department of Biology, University of Girona, Campus Montilivi, 17071 Girona, Spain
| | - Núria Villegas
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Joint IRB-BSC Program in Computational Biology, Baldiri Reixac 10-12, 08028 Barcelona, Spain. and The Join IRB-BSC Program in Computational Biology, Institute for Research in Biomedicine (IRB Barcelona), Spain
| | - Cándida Salvans
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Joint IRB-BSC Program in Computational Biology, Baldiri Reixac 10-12, 08028 Barcelona, Spain.
| | - Dani Sánchez
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Joint IRB-BSC Program in Computational Biology, Baldiri Reixac 10-12, 08028 Barcelona, Spain.
| | - Isabelle Brun-Heath
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Joint IRB-BSC Program in Computational Biology, Baldiri Reixac 10-12, 08028 Barcelona, Spain.
| | - Vicente Marchán
- Department of Inorganic and Organic Chemistry, Section of Organic Chemistry, IBUB, University of Barcelona, Martí i Franquès 1-11, 08028 Barcelona, Spain
| | - Modesto Orozco
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Joint IRB-BSC Program in Computational Biology, Baldiri Reixac 10-12, 08028 Barcelona, Spain. and The Join IRB-BSC Program in Computational Biology, Institute for Research in Biomedicine (IRB Barcelona), Spain and Department of Biochemistry and Biomedicine, University of Barcelona, 08028 Barcelona, Spain
| | - Montserrat Terrazas
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Joint IRB-BSC Program in Computational Biology, Baldiri Reixac 10-12, 08028 Barcelona, Spain.
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Terrazas M, Ivani I, Villegas N, Paris C, Salvans C, Brun-Heath I, Orozco M. Rational design of novel N-alkyl-N capped biostable RNA nanostructures for efficient long-term inhibition of gene expression. Nucleic Acids Res 2016; 44:4354-67. [PMID: 26975656 PMCID: PMC4872095 DOI: 10.1093/nar/gkw169] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2015] [Accepted: 03/03/2016] [Indexed: 12/29/2022] Open
Abstract
Computational techniques have been used to design a novel class of RNA architecture with expected improved resistance to nuclease degradation, while showing interference RNA activity. The in silico designed structure consists of a 24–29 bp duplex RNA region linked on both ends by N-alkyl-N dimeric nucleotides (BCn dimers; n = number of carbon atoms of the alkyl chain). A series of N-alkyl-N capped dumbbell-shaped structures were efficiently synthesized by double ligation of BCn-loop hairpins. The resulting BCn-loop dumbbells displayed experimentally higher biostability than their 3′-N-alkyl-N linear version, and were active against a range of mRNA targets. We studied first the effect of the alkyl chain and stem lengths on RNAi activity in a screen involving two series of dumbbell analogues targeting Renilla and Firefly luciferase genes. The best dumbbell design (containing BC6 loops and 29 bp) was successfully used to silence GRB7 expression in HER2+ breast cancer cells for longer periods of time than natural siRNAs and known biostable dumbbells. This BC6-loop dumbbell-shaped structure displayed greater anti-proliferative activity than natural siRNAs.
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Affiliation(s)
- Montserrat Terrazas
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Joint IRB-BSC Program in Computational Biology, Baldiri Reixac 10-12, 08028 Barcelona, Spain
| | - Ivan Ivani
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Joint IRB-BSC Program in Computational Biology, Baldiri Reixac 10-12, 08028 Barcelona, Spain
| | - Núria Villegas
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Joint IRB-BSC Program in Computational Biology, Baldiri Reixac 10-12, 08028 Barcelona, Spain Barcelona Supercomputing Center, Jordi Girona 29, 08034 Barcelona, Spain
| | - Clément Paris
- Department of Organic Chemistry and IBUB, University of Barcelona, Martí i Franquès 1-11, 08028 Barcelona, Spain
| | - Cándida Salvans
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Joint IRB-BSC Program in Computational Biology, Baldiri Reixac 10-12, 08028 Barcelona, Spain
| | - Isabelle Brun-Heath
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Joint IRB-BSC Program in Computational Biology, Baldiri Reixac 10-12, 08028 Barcelona, Spain
| | - Modesto Orozco
- Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Joint IRB-BSC Program in Computational Biology, Baldiri Reixac 10-12, 08028 Barcelona, Spain Barcelona Supercomputing Center, Jordi Girona 29, 08034 Barcelona, Spain Department of Biochemistry and Molecular Biology, University of Barcelona, 08028 Barcelona, Spain
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Gregori J, Méndez O, Katsila T, Pujals M, Salvans C, Villarreal L, Arribas J, Tabernero J, Sánchez A, Villanueva J. Enhancing the Biological Relevance of Secretome-Based Proteomics by Linking Tumor Cell Proliferation and Protein Secretion. J Proteome Res 2014; 13:3706-3721. [PMID: 24897304 DOI: 10.1021/pr500304g] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Secretome profiling has become a methodology of choice for the identification of tumor biomarkers. We hypothesized that due to the dynamic nature of secretomes cellular perturbations could affect their composition but also change the global amount of protein secreted per cell. We confirmed our hypothesis by measuring the levels of secreted proteins taking into account the amount of proteome produced per cell. Then, we established a correlation between cell proliferation and protein secretion that explained the observed changes in global protein secretion. Next, we implemented a normalization correcting the statistical results of secretome studies by the global protein secretion of cells into a generalized linear model (GLM). The application of the normalization to two biological perturbations on tumor cells resulted in drastic changes in the list of statistically significant proteins. Furthermore, we found that known epithelial-to-mesenchymal transition (EMT) effectors were only statistically significant when the normalization was applied. Therefore, the normalization proposed here increases the sensitivity of statistical tests by increasing the number of true-positives. From an oncology perspective, the correlation between protein secretion and cellular proliferation suggests that slow-growing tumors could have high-protein secretion rates and consequently contribute strongly to tumor paracrine signaling.
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Affiliation(s)
- Josep Gregori
- Vall d'Hebron Institute of Oncology (VHIO), Universitat Autònoma de Barcelona (UAB) , Psg. Vall d'Hebron 119-129, 08035 Barcelona, Spain.,Statistics Department, University of Barcelona (UB) , Avda Diagonal 643, 08028 Barcelona, Spain
| | - Olga Méndez
- Vall d'Hebron Institute of Oncology (VHIO), Universitat Autònoma de Barcelona (UAB) , Psg. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Theodora Katsila
- Vall d'Hebron Institute of Oncology (VHIO), Universitat Autònoma de Barcelona (UAB) , Psg. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Mireia Pujals
- Vall d'Hebron Institute of Oncology (VHIO), Universitat Autònoma de Barcelona (UAB) , Psg. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Cándida Salvans
- Vall d'Hebron Institute of Oncology (VHIO), Universitat Autònoma de Barcelona (UAB) , Psg. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Laura Villarreal
- Vall d'Hebron Institute of Oncology (VHIO), Universitat Autònoma de Barcelona (UAB) , Psg. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Joaquin Arribas
- Vall d'Hebron Institute of Oncology (VHIO), Universitat Autònoma de Barcelona (UAB) , Psg. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Josep Tabernero
- Vall d'Hebron Institute of Oncology (VHIO), Universitat Autònoma de Barcelona (UAB) , Psg. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Alex Sánchez
- Statistics Department, University of Barcelona (UB) , Avda Diagonal 643, 08028 Barcelona, Spain.,Statistics and Bioinformatics Unit, Vall d'Hebron Institut de Recerca , Psg. Vall d'Hebron 119-129, 08035 Barcelona, Spain
| | - Josep Villanueva
- Vall d'Hebron Institute of Oncology (VHIO), Universitat Autònoma de Barcelona (UAB) , Psg. Vall d'Hebron 119-129, 08035 Barcelona, Spain
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Villarreal L, Méndez O, Salvans C, Gregori J, Baselga J, Villanueva J. Unconventional secretion is a major contributor of cancer cell line secretomes. Mol Cell Proteomics 2012; 12:1046-60. [PMID: 23268930 DOI: 10.1074/mcp.m112.021618] [Citation(s) in RCA: 67] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
A challenge in achieving optimal management of cancer is the discovery of secreted biomarkers that represent useful surrogates for the disease and could be measured noninvasively. Because of the problems encountered in the proteomic interrogation of plasma, secretomes have been proposed as an alternative source of tumor markers that might be enriched with secreted proteins relevant to the disease. However, secretome analysis faces analytical challenges that interfere with the search for true secreted tumor biomarkers. Here, we have addressed two of the main challenges of secretome analysis in comparative discovery proteomics. First, we carried out a kinetics experiment whereby secretomes and lysates of tumor cells were analyzed to monitor cellular viability during secretome production. Interestingly, the proteomic signal of a group of secreted proteins correlated well with the apoptosis induced by serum starvation and could be used as an internal cell viability marker. We then addressed a second challenge relating to contamination of serum proteins in secretomes caused by the required use of serum for tumor cell culture. The comparative proteomic analysis between cell lines labeled with SILAC showed a number of false positives coming from serum and that several proteins are both in serum and being secreted from tumor cells. A thorough study of secretome methodology revealed that under optimized experimental conditions there is a substantial fraction of proteins secreted through unconventional secretion in secretomes. Finally, we showed that some of the nuclear proteins detected in secretomes change their cellular localization in breast tumors, explaining their presence in secretomes and suggesting that tumor cells use unconventional secretion during tumorigenesis. The unconventional secretion of proteins into the extracellular space exposes a new layer of genome post-translational regulation and reveals an untapped source of potential tumor biomarkers and drug targets.
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