Identification of functional cell adhesion molecules with a potential role in metastasis by a combination of in vivo phage display and in silico analysis.

Organ-specific homing of malignant cells involves interactions mediated through cell adhesion molecules and their receptors on the cell surface. Identification of peptides that mimic these receptor-ligand interactions is critical for analyzing the functional role of these proteins and is therapeutically significant to target or block organ-specific homing of tumor cells. Following three cycles of in vivo biopanning using a phage display peptide library injected into mice, we identified 11 unique peptides that were specific for homing to lung, liver, bone marrow, or brain. We developed a bioinformatics strategy to identify putative cell adhesion molecules (CAM) involved in tumor cell migration, invasion, and metastasis based on identified organ-specific peptides. Structural information, including surface exposure and the binding preference of any of these residues in the identified proteins, was examined. These studies resulted in identification of Semaphorin 5A (mouse, Sema5A; human, SEMA5A) and its receptor Plexin B3. The gene expression profile of these proteins in tumors and tumor cell lines was assessed using virtual microarray and serial analysis of gene expression (SAGE) databases and was further confirmed using reverse transcriptase polymerase chain reaction (RT-PCR). Our data demonstrate an association between the expression of SEMA5A and Plexin B3 and the aggressiveness of pancreatic and prostate cancer cells. In summary, using a combined experimental and bioinformatics approach, we have identified functional tumor-specific CAMs, which may be critical for organ-specific metastasis.

[1]  D. Botstein,et al.  A gene expression database for the molecular pharmacology of cancer , 2000, Nature Genetics.

[2]  R. Maroun,et al.  Combining phage display and molecular modeling to map the epitope of a neutralizing antitoxin antibody. , 2000, European journal of biochemistry.

[3]  Erkki Ruoslahti,et al.  Progressive vascular changes in a transgenic mouse model of squamous cell carcinoma. , 2003, Cancer cell.

[4]  E. Petricoin,et al.  Drosophila screening model for metastasis: Semaphorin 5c is required for l(2)gl cancer phenotype , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[5]  I. Fidler,et al.  Biological diversity in metastatic neoplasms: origins and implications. , 1982, Science.

[6]  S. Dhanasekaran,et al.  Delineation of prognostic biomarkers in prostate cancer , 2001, Nature.

[7]  N. Guex,et al.  SWISS‐MODEL and the Swiss‐Pdb Viewer: An environment for comparative protein modeling , 1997, Electrophoresis.

[8]  D. Nikolov,et al.  Crystal structure of the ligand-binding domain of the receptor tyrosine kinase EphB2 , 1998, Nature.

[9]  Erkki Ruoslahti,et al.  αv Integrins as receptors for tumor targeting by circulating ligands , 1997, Nature Biotechnology.

[10]  R. Hoess,et al.  Constrained peptide libraries as a tool for finding mimotopes. , 1994, Gene.

[11]  K. R. Woods,et al.  Prediction of protein antigenic determinants from amino acid sequences. , 1981, Proceedings of the National Academy of Sciences of the United States of America.

[12]  A. Orth,et al.  Large-scale analysis of the human and mouse transcriptomes , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[13]  F. Felici,et al.  Construction of disulfide-constrained random peptide libraries displayed on phage coat protein VIII. , 1998, Methods in molecular biology.

[14]  D. Hanahan,et al.  Stage-specific vascular markers revealed by phage display in a mouse model of pancreatic islet tumorigenesis. , 2003, Cancer cell.

[15]  S. Hirohashi,et al.  Cell adhesion system and human cancer morphogenesis , 2003, Cancer science.

[16]  E. Ruoslahti,et al.  Cancer treatment by targeted drug delivery to tumor vasculature in a mouse model. , 1998, Science.

[17]  T. Barrette,et al.  ONCOMINE: a cancer microarray database and integrated data-mining platform. , 2004, Neoplasia.

[18]  D. Stuart,et al.  The ligand-binding face of the semaphorins revealed by the high-resolution crystal structure of SEMA4D , 2003, Nature Structural Biology.

[19]  Lorenz M. Mayr,et al.  Identification of d-Peptide Ligands Through Mirror-Image Phage Display , 1996, Science.

[20]  M. Colombo,et al.  Regression of an established tumor genetically modified to release granulocyte colony-stimulating factor requires granulocyte-T cell cooperation and T cell-produced interferon gamma , 1993, The Journal of experimental medicine.

[21]  R. W. Janes,et al.  Screening of a library of phage-displayed peptides identifies human bcl-2 as a taxol-binding protein. , 1999, Journal of molecular biology.

[22]  J. Barker,et al.  A role for semaphorins and neuropilins in oligodendrocyte guidance , 2003, Journal of neurochemistry.

[23]  Erkki Ruoslahti,et al.  Targeting the prostate for destruction through a vascular address , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[24]  M. L. Jones,et al.  PDBsum: a Web-based database of summaries and analyses of all PDB structures. , 1997, Trends in biochemical sciences.

[25]  R Pasqualini,et al.  Chemotherapy targeted to tumor vasculature. , 1998, Current opinion in oncology.

[26]  R. Hoess,et al.  Identification of a structural epitope by using a peptide library displayed on filamentous bacteriophage. , 1994, Journal of immunology.

[27]  Kim-Anh Do,et al.  Steps toward mapping the human vasculature by phage display , 2002, Nature Medicine.

[28]  J. Thompson,et al.  CLUSTAL W: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice. , 1994, Nucleic acids research.

[29]  W. Willats,et al.  Phage display: practicalities and prospects , 2002, Plant Molecular Biology.

[30]  F. Baas,et al.  The Human Transcriptome Map: Clustering of Highly Expressed Genes in Chromosomal Domains , 2001, Science.

[31]  P. Pharoah,et al.  Sipa1 is a candidate for underlying the metastasis efficiency modifier locus Mtes1 , 2005, Nature Genetics.

[32]  H. Kijima,et al.  Thrombospondin-1 expression as a prognostic predictor of pancreatic ductal carcinoma. , 2002, International journal of oncology.

[33]  D. Lipman,et al.  Improved tools for biological sequence comparison. , 1988, Proceedings of the National Academy of Sciences of the United States of America.

[34]  Agnes W. O'Brien Seed and Soil , 1905, The Elementary School Teacher.

[35]  J. Cameron,et al.  Discovery of new markers of cancer through serial analysis of gene expression: prostate stem cell antigen is overexpressed in pancreatic adenocarcinoma. , 2001, Cancer research.

[36]  R Pasqualini,et al.  Molecular heterogeneity of the vascular endothelium revealed by in vivo phage display. , 1998, The Journal of clinical investigation.

[37]  L. Ellis,et al.  Critical determinants of neoplastic angiogenesis. , 2000, Cancer journal.

[38]  D M Gersten,et al.  The biology of cancer invasion and metastasis. , 1978, Advances in cancer research.

[39]  M S Waterman,et al.  Identification of common molecular subsequences. , 1981, Journal of molecular biology.

[40]  S. Altschul,et al.  SAGEmap: a public gene expression resource. , 2000, Genome research.

[41]  R Pasqualini,et al.  Aminopeptidase N is a receptor for tumor-homing peptides and a target for inhibiting angiogenesis. , 2000, Cancer research.

[42]  P. Chomczyński,et al.  Single-step method of RNA isolation by acid guanidinium thiocyanate-phenol-chloroform extraction. , 1987, Analytical biochemistry.

[43]  I. Fidler,et al.  The pathogenesis of cancer metastasis: the 'seed and soil' hypothesis revisited , 2003, Nature Reviews Cancer.

[44]  S. Rafii,et al.  Tumor vasculature address book: identification of stage-specific tumor vessel zip codes by phage display. , 2003, Cancer cell.

[45]  E. Myers,et al.  Basic local alignment search tool. , 1990, Journal of molecular biology.

[46]  Erkki Ruoslahti,et al.  Membrane Dipeptidase Is the Receptor for a Lung-targeting Peptide Identified by in Vivo Phage Display* , 1999, The Journal of Biological Chemistry.

[47]  E. Ruoslahti,et al.  A peptide mimic of E-selectin ligand inhibits sialyl Lewis X-dependent lung colonization of tumor cells. , 2000, Cancer research.

[48]  Erkki Ruoslahti,et al.  Organ targeting In vivo using phage display peptide libraries , 1996, Nature.

[49]  R Pasqualini,et al.  NG2 proteoglycan-binding peptides target tumor neovasculature. , 1999, Cancer research.

[50]  Giorgio F. Gilestro,et al.  Plexin‐B3 is a functional receptor for semaphorin 5A , 2004, EMBO reports.

[51]  I. Weissman,et al.  Homing receptors and metastasis. , 1988, Advances in cancer research.

[52]  R. Adams,et al.  A novel class of murine semaphorins with homology to thrombospondin is differentially expressed during early embryogenesis , 1996, Mechanisms of Development.

[53]  R. Singh,et al.  IL-8 expression in malignant melanoma: implications in growth and metastasis. , 2000, Histology and Histopathology.

[54]  F. Corpet,et al.  Graphical interface for ProDom domain families. , 1996, Trends in biochemical sciences.

[55]  Peng Liang,et al.  SAGE Genie: A suite with panoramic view of gene expression , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[56]  Jer-Tsong Hsieh,et al.  The role of cell adhesion molecule in cancer progression and its application in cancer therapy. , 2004, Acta biochimica Polonica.

[57]  P Argos,et al.  Prediction of transmembrane segments in proteins utilising multiple sequence alignments. , 1994, Journal of molecular biology.

[58]  Kenneth H Buetow,et al.  An anatomy of normal and malignant gene expression , 2002, Proceedings of the National Academy of Sciences of the United States of America.

[59]  O. Stoeltzing,et al.  Effects of overexpression of ephrin-B2 on tumour growth in human colorectal cancer , 2004, British Journal of Cancer.

[60]  J. Yoon,et al.  Role of macrophages in the pathogenesis of encephalomyocarditis virus-induced diabetes in mice , 1990, Journal of virology.