Specific Mesothelial Signature Marks the Heterogeneity of Mesenchymal Stem Cells From High‐Grade Serous Ovarian Cancer

Mesenchymal stem/stromal cells (MSCs) are the precursors of various cell types that compose both normal and cancer tissue microenvironments. In order to support the widely diversified parenchymal cells and tissue organization, MSCs are characterized by a large degree of heterogeneity, although available analyses of molecular and transcriptional data do not provide clear evidence. We have isolated MSCs from high‐grade serous ovarian cancers (HG‐SOCs) and various normal tissues (N‐MSCs), demonstrated their normal genotype and analyzed their transcriptional activity with respect to the large comprehensive FANTOM5 sample dataset. Our integrative analysis conducted against the extensive panel of primary cells and tissues of the FANTOM5 project allowed us to mark the HG‐SOC‐MSCs CAGE‐seq transcriptional heterogeneity and to identify a cell‐type‐specific transcriptional activity showing a significant relationship with primary mesothelial cells. Our analysis shows that MSCs isolated from different tissues are highly heterogeneous. The mesothelial‐related gene signature identified in this study supports the hypothesis that HG‐SOC‐MSCs are bona fide representatives of the ovarian district. This finding indicates that HG‐SOC‐MSCs could actually derive from the coelomic mesothelium, suggesting that they might be linked to the epithelial tumor through common embryological precursors. Stem Cells 2014;32:2998–3011

[1]  J. Berek,et al.  International Journal of Gynecology and Obstetrics Cancer of the Ovary, Fallopian Tube, and Peritoneum , 2022 .

[2]  M. E. Ruaro,et al.  Glioma‐Associated Stem Cells: A Novel Class of Tumor‐Supporting Cells Able to Predict Prognosis of Human Low‐Grade Gliomas , 2014, Stem cells.

[3]  Cesare Furlanello,et al.  A promoter-level mammalian expression atlas , 2015 .

[4]  Jan Budczies,et al.  Online Survival Analysis Software to Assess the Prognostic Value of Biomarkers Using Transcriptomic Data in Non-Small-Cell Lung Cancer , 2013, PloS one.

[5]  Mélanie Gadelorge,et al.  CD146 expression on mesenchymal stem cells is associated with their vascular smooth muscle commitment , 2013, Journal of cellular and molecular medicine.

[6]  W. Zhai,et al.  Mesenchymal stem cells derived from breast cancer tissue promote the proliferation and migration of the MCF-7 cell line in vitro , 2013, Oncology letters.

[7]  Francisco Martín,et al.  CD105 (Endoglin)-Negative Murine Mesenchymal Stromal Cells Define a New Multipotent Subpopulation with Distinct Differentiation and Immunomodulatory Capacities , 2013, PloS one.

[8]  Lei Shi,et al.  Hepatocellular carcinoma‐associated mesenchymal stem cells promote hepatocarcinoma progression: Role of the S100A4‐miR155‐SOCS1‐MMP9 axis , 2013, Hepatology.

[9]  Xiyun Yan,et al.  CD146, a multi-functional molecule beyond adhesion. , 2013, Cancer letters.

[10]  E. C. Xu,et al.  Mesenchymal stem cells in non-small cell lung cancer--different from others? Insights from comparative molecular and functional analyses. , 2013, Lung cancer.

[11]  M. L. Salvetat,et al.  Human Adipose-Derived Stem Cells for the Treatment of Chemically Burned Rat Cornea: Preliminary Results , 2013, Current eye research.

[12]  A. Rafii,et al.  Mesenchymal stem cells enhance ovarian cancer cell infiltration through IL6 secretion in an amniochorionic membrane based 3D model , 2013, Journal of Translational Medicine.

[13]  Xin Zhang,et al.  CCR2-dependent recruitment of macrophages by tumor-educated mesenchymal stromal cells promotes tumor development and is mimicked by TNFα. , 2012, Cell stem cell.

[14]  D. Sahoo,et al.  Identification and prospective isolation of a mesothelial precursor lineage giving rise to smooth muscle cells and fibroblasts for mammalian internal organs, and their vasculature , 2012, Nature Cell Biology.

[15]  E. Lengyel,et al.  HOXA9 promotes ovarian cancer growth by stimulating cancer-associated fibroblasts. , 2012, The Journal of clinical investigation.

[16]  D. Scadden,et al.  Rethinking stroma: lessons from the blood. , 2012, Cell stem cell.

[17]  J. Malek,et al.  Mesenchymal Cell Interaction with Ovarian Cancer Cells Triggers Pro-Metastatic Properties , 2012, PloS one.

[18]  Z. Szallasi,et al.  Implementing an online tool for genome-wide validation of survival-associated biomarkers in ovarian-cancer using microarray data from 1287 patients. , 2012, Endocrine-related cancer.

[19]  Douglas Hanahan,et al.  Accessories to the Crime: Functions of Cells Recruited to the Tumor Microenvironment Prospects and Obstacles for Therapeutic Targeting of Function-enabling Stromal Cell Types , 2022 .

[20]  E. Gócza,et al.  Positional identity of murine mesenchymal stem cells resident in different organs is determined in the postsegmentation mesoderm. , 2012, Stem cells and development.

[21]  Eric S. Lander,et al.  Chromatin modifying enzymes as modulators of reprogramming , 2012, Nature.

[22]  C. Creighton,et al.  High-grade serous ovarian cancer arises from fallopian tube in a mouse model , 2012, Proceedings of the National Academy of Sciences.

[23]  Dongling Yang,et al.  CD146, an epithelial-mesenchymal transition inducer, is associated with triple-negative breast cancer , 2011, Proceedings of the National Academy of Sciences.

[24]  Z. Szallasi,et al.  P1-07-18: Expanding an Online Tool for Genome-Wide Validation of Survival-Associated Biomarkers in Breast and Ovarian Cancer Using Microarray Data of 3,862 Patients. , 2011 .

[25]  N. S. Asli,et al.  Adult cardiac-resident MSC-like stem cells with a proepicardial origin. , 2011, Cell stem cell.

[26]  Y. Hayashizaki,et al.  LRRN4 and UPK3B Are Markers of Primary Mesothelial Cells , 2011, PloS one.

[27]  Kathleen R. Cho,et al.  Human ovarian carcinoma–associated mesenchymal stem cells regulate cancer stem cells and tumorigenesis via altered BMP production. , 2011, The Journal of clinical investigation.

[28]  Arnold I Caplan,et al.  The MSC: an injury drugstore. , 2011, Cell stem cell.

[29]  Piero Carninci,et al.  Unamplified Cap Analysis of Gene Expression on a Single-molecule Sequencer , 2022 .

[30]  Shuhai Li,et al.  Human mesenchymal stem cells play a dual role on tumor cell growth in vitro and in vivo , 2011, Journal of cellular physiology.

[31]  Helga Thorvaldsdóttir,et al.  Molecular signatures database (MSigDB) 3.0 , 2011, Bioinform..

[32]  P. Bianco Bone and the hematopoietic niche: a tale of two stem cells. , 2011, Blood.

[33]  M. Ehinger,et al.  CD146 expression on primary nonhematopoietic bone marrow stem cells is correlated with in situ localization. , 2011, Blood.

[34]  R. Drapkin,et al.  Modeling high-grade serous ovarian carcinogenesis from the fallopian tube , 2011, Proceedings of the National Academy of Sciences.

[35]  D. Hanahan,et al.  Hallmarks of Cancer: The Next Generation , 2011, Cell.

[36]  Huiling Cao,et al.  Isolation and comparison of mesenchymal stem-like cells from human gastric cancer and adjacent non-cancerous tissues , 2011, Journal of Cancer Research and Clinical Oncology.

[37]  Nan Ma,et al.  Cell Origin of Human Mesenchymal Stem Cells Determines a Different Healing Performance in Cardiac Regeneration , 2011, PloS one.

[38]  Jerome Ritz,et al.  The elusive nature and function of mesenchymal stem cells , 2011, Nature Reviews Molecular Cell Biology.

[39]  J. Malek,et al.  Tumor associated mesenchymal stem cells protects ovarian cancer cells from hyperthermia through CXCL12 , 2011, International journal of cancer.

[40]  T. Nakano,et al.  Immunocytochemistry of CD146 is useful to discriminate between malignant pleural mesothelioma and reactive mesothelium , 2010, Modern Pathology.

[41]  Z. Szallasi,et al.  An online survival analysis tool to rapidly assess the effect of 22,277 genes on breast cancer prognosis using microarray data of 1,809 patients , 2010, Breast Cancer Research and Treatment.

[42]  Ben D. MacArthur,et al.  Mesenchymal and haematopoietic stem cells form a unique bone marrow niche , 2010, Nature.

[43]  Mark D. Robinson,et al.  edgeR: a Bioconductor package for differential expression analysis of digital gene expression data , 2009, Bioinform..

[44]  C. Schneider,et al.  Multipotent Progenitor Cells Are Present in Human Peripheral Blood , 2009, Circulation research.

[45]  A. Kate Sasser,et al.  Mesenchymal Stem Cell Transition to Tumor-Associated Fibroblasts Contributes to Fibrovascular Network Expansion and Tumor Progression , 2009, PloS one.

[46]  G. Dworacki,et al.  Senescent peritoneal mesothelial cells promote ovarian cancer cell adhesion: the role of oxidative stress-induced fibronectin. , 2009, The American journal of pathology.

[47]  S. Bidlingmaier,et al.  Identification of MCAM/CD146 as the target antigen of a human monoclonal antibody that recognizes both epithelioid and sarcomatoid types of mesothelioma. , 2009, Cancer research.

[48]  F. Pontén,et al.  The Human Protein Atlas—a tool for pathology , 2008, The Journal of pathology.

[49]  R. Drapkin,et al.  New insights into the pathogenesis of serous ovarian cancer and its clinical impact. , 2008, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[50]  S. Badylak,et al.  A perivascular origin for mesenchymal stem cells in multiple human organs. , 2008, Cell stem cell.

[51]  A. Uccelli,et al.  Mesenchymal stem cells in health and disease , 2008, Nature Reviews Immunology.

[52]  Kylie L. Gorringe,et al.  No evidence of clonal somatic genetic alterations in cancer-associated fibroblasts from human breast and ovarian carcinomas , 2008, Nature Genetics.

[53]  J. Marx All in the Stroma: Cancer's Cosa Nostra , 2008, Science.

[54]  Liwen Chen,et al.  Paracrine Factors of Mesenchymal Stem Cells Recruit Macrophages and Endothelial Lineage Cells and Enhance Wound Healing , 2008, PloS one.

[55]  C. Schneider,et al.  Multipotent cells can be generated in vitro from several adult human organs (heart, liver, and bone marrow). , 2007, Blood.

[56]  Ross Tubo,et al.  Mesenchymal stem cells within tumour stroma promote breast cancer metastasis , 2007, Nature.

[57]  G. Núñez,et al.  Nod1/RICK and TLR Signaling Regulate Chemokine and Antimicrobial Innate Immune Responses in Mesothelial Cells1 , 2007, The Journal of Immunology.

[58]  J. Weydert,et al.  Immunohistochemical expression of osteopontin in epithelioid mesotheliomas and reactive mesothelial proliferations. , 2007, American journal of clinical pathology.

[59]  Sung-Hwan Park,et al.  Toll-like receptor 2 ligand mediates the upregulation of angiogenic factor, vascular endothelial growth factor and interleukin-8/CXCL8 in human rheumatoid synovial fibroblasts. , 2007, Immunology letters.

[60]  Rafael A Irizarry,et al.  Exploration, normalization, and genotype calls of high-density oligonucleotide SNP array data. , 2006, Biostatistics.

[61]  T. Pufe,et al.  TLR‐2‐mediated induction of vascular endothelial growth factor (VEGF) in cartilage in septic joint disease , 2006, The Journal of pathology.

[62]  M. Gariboldi,et al.  M‐CAM expression as marker of poor prognosis in epithelial ovarian cancer , 2006, International journal of cancer.

[63]  Lindolfo da Silva Meirelles,et al.  Mesenchymal stem cells reside in virtually all post-natal organs and tissues , 2006, Journal of Cell Science.

[64]  I. Eltoum,et al.  Use of mesothelin as a marker for mesothelial cells in cytologic specimens. , 2006, Seminars in diagnostic pathology.

[65]  W. Ansorge,et al.  Comparative characteristics of mesenchymal stem cells from human bone marrow, adipose tissue, and umbilical cord blood. , 2005, Experimental hematology.

[66]  H. Nie,et al.  Role of osteopontin in amplification and perpetuation of rheumatoid synovitis. , 2005, The Journal of clinical investigation.

[67]  Alok J. Saldanha,et al.  Java Treeview - extensible visualization of microarray data , 2004, Bioinform..

[68]  Su‐Li Cheng,et al.  Signal Transductions Induced by Bone Morphogenetic Protein-2 and Transforming Growth Factor-β in Normal Human Osteoblastic Cells* , 2002, The Journal of Biological Chemistry.

[69]  S. Philip,et al.  Osteopontin Stimulates Tumor Growth and Activation of Promatrix Metalloproteinase-2 through Nuclear Factor-κB-mediated Induction of Membrane Type 1 Matrix Metalloproteinase in Murine Melanoma Cells* , 2001, The Journal of Biological Chemistry.

[70]  M. Katsuki,et al.  Structural fragility of blood vessels and peritoneum in calponin h1-deficient mice, resulting in an increase in hematogenous metastasis and peritoneal dissemination of malignant tumor cells. , 2001, Cancer research.

[71]  D. Botstein,et al.  Cluster analysis and display of genome-wide expression patterns. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[72]  G. Viale,et al.  Calretinin. A selective marker of normal and neoplastic mesothelial cells in serous effusions. , 1997, Acta cytologica.

[73]  J. Rheinwald,et al.  Coexpression of simple epithelial keratins and vimentin by human mesothelium and mesothelioma in vivo and in culture. , 1984, Cancer research.

[74]  N. Connell,et al.  Regulation of the cytoskeleton in mesothelial cells: Reversible loss of keratin and increase in vimentin during rapid growth in culture , 1983, Cell.

[75]  N. Auersperg The origin of ovarian cancers--hypotheses and controversies. , 2013, Frontiers in bioscience.

[76]  S. Grimmond,et al.  Comprehensive transcriptome and immunophenotype analysis of renal and cardiac MSC-like populations supports strong congruence with bone marrow MSC despite maintenance of distinct identities. , 2012, Stem cell research.

[77]  Jing Fenga,et al.  CD 146 , an epithelial-mesenchymal transition inducer , is associated with triple-negative breast cancer , 2012 .

[78]  Brad T. Sherman,et al.  Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources , 2008, Nature Protocols.

[79]  D. Prockop,et al.  Minimal criteria for defining multipotent mesenchymal stromal cells. The International Society for Cellular Therapy position statement. , 2006, Cytotherapy.