Expression profiling of medulloblastoma: PDGFRA and the RAS/MAPK pathway as therapeutic targets for metastatic disease
Little is known about the genetic regulation of medulloblastoma dissemination, but metastatic medulloblastoma is highly associated with poor outcome. We obtained expression profiles of 23 primary medulloblastomas clinically designated as either metastatic (M+) or non-metastatic (M0) and identified 8...
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description | Little is known about the genetic regulation of medulloblastoma dissemination, but metastatic medulloblastoma is highly associated with poor outcome. We obtained expression profiles of 23 primary medulloblastomas clinically designated as either metastatic (M+) or non-metastatic (M0) and identified 85 genes whose expression differed significantly between classes. Using a class prediction algorithm based on these genes and a leave-one-out approach, we assigned sample class to these tumors (M+ or M0) with 72% accuracy and to four additional independent tumors with 100% accuracy. We also assigned the metastatic medulloblastoma cell line Daoy to the metastatic class. Notably, platelet-derived growth factor receptor α (PDGFRA) and members of the downstream RAS/mitogen-activated protein kinase (MAPK) signal transduction pathway are upregulated in M+ tumors. Immunohistochemical validation on an independent set of tumors shows significant overexpression of PDGFRA in M+ tumors compared to M0 tumors. Using
in vitro
assays, we show that platelet-derived growth factor α (PDGFA) enhances medulloblastoma migration and increases downstream MAP2K1 (MEK1), MAP2K2 (MEK2), MAPK1 (p42 MAPK) and MAPK3 (p44 MAPK) phosphorylation in a dose-dependent manner. Neutralizing antibodies to PDGFRA blocks MAP2K1, MAP2K2 and MAPK1/3 phosphorylation, whereas U0126, a highly specific inhibitor of MAP2K1 and MAP2K2, also blocks MAPK1/3. Both inhibit migration and prevent PDGFA-stimulated migration. These results provide the first insight into the genetic regulation of medulloblastoma metastasis and are the first to suggest a role for PDGFRA and the RAS/MAPK signaling pathway in medulloblastoma metastasis. Inhibitors of PDGFRA and RAS proteins should therefore be considered for investigation as possible novel therapeutic strategies against medulloblastoma. |
doi_str_mv | 10.1038/ng731 |
format | Article |
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in vitro
assays, we show that platelet-derived growth factor α (PDGFA) enhances medulloblastoma migration and increases downstream MAP2K1 (MEK1), MAP2K2 (MEK2), MAPK1 (p42 MAPK) and MAPK3 (p44 MAPK) phosphorylation in a dose-dependent manner. Neutralizing antibodies to PDGFRA blocks MAP2K1, MAP2K2 and MAPK1/3 phosphorylation, whereas U0126, a highly specific inhibitor of MAP2K1 and MAP2K2, also blocks MAPK1/3. Both inhibit migration and prevent PDGFA-stimulated migration. These results provide the first insight into the genetic regulation of medulloblastoma metastasis and are the first to suggest a role for PDGFRA and the RAS/MAPK signaling pathway in medulloblastoma metastasis. Inhibitors of PDGFRA and RAS proteins should therefore be considered for investigation as possible novel therapeutic strategies against medulloblastoma.</description><identifier>ISSN: 1061-4036</identifier><identifier>EISSN: 1546-1718</identifier><identifier>DOI: 10.1038/ng731</identifier><identifier>PMID: 11544480</identifier><identifier>CODEN: NGENEC</identifier><language>eng</language><publisher>New York: Nature Publishing Group US</publisher><subject>Agriculture ; Algorithms ; Animal Genetics and Genomics ; Biological and medical sciences ; Biomedical and Life Sciences ; Biomedicine ; Butadienes - pharmacology ; Cancer Research ; Care and treatment ; Enzyme Activation ; Enzyme Inhibitors - pharmacology ; Fundamental and applied biological sciences. Psychology ; Gene expression ; Gene Expression Profiling ; Gene Function ; Gene mutations ; Genes ; Genes. Genome ; Genetic aspects ; Genetics ; Growth factors ; Health aspects ; Human Genetics ; Humans ; Immunohistochemistry ; Kinases ; MAP Kinase Signaling System ; Medulloblastoma ; Medulloblastoma - genetics ; Medulloblastoma - pathology ; Medulloblastoma - therapy ; Metastasis ; Mitogen-Activated Protein Kinases - antagonists & inhibitors ; Mitogen-Activated Protein Kinases - immunology ; Molecular and cellular biology ; Molecular genetics ; Neoplasm Metastasis ; Nitriles - pharmacology ; Patient outcomes ; Phenotype ; Preventive medicine ; Proteins ; Publishing ; Receptor, Platelet-Derived Growth Factor alpha - genetics ; Receptor, Platelet-Derived Growth Factor alpha - immunology ; Signal transduction ; Transplants & implants ; Tumors</subject><ispartof>Nature genetics, 2001-10, Vol.29 (2), p.143-152</ispartof><rights>Springer Nature America, Inc. 2001</rights><rights>2002 INIST-CNRS</rights><rights>COPYRIGHT 2001 Nature Publishing Group</rights><rights>Copyright Nature Publishing Group Oct 2001</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c593t-66d94a37e1f7df67b980ea8984a4b39150d4a733eae889f428e6b87b0360af853</citedby><cites>FETCH-LOGICAL-c593t-66d94a37e1f7df67b980ea8984a4b39150d4a733eae889f428e6b87b0360af853</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1038/ng731$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1038/ng731$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,41464,42533,51294</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=14159334$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/11544480$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>MacDonald, Tobey J.</creatorcontrib><creatorcontrib>Brown, Kevin M.</creatorcontrib><creatorcontrib>LaFleur, Bonnie</creatorcontrib><creatorcontrib>Peterson, Katia</creatorcontrib><creatorcontrib>Lawlor, Christopher</creatorcontrib><creatorcontrib>Chen, Yidong</creatorcontrib><creatorcontrib>Packer, Roger J.</creatorcontrib><creatorcontrib>Cogen, Philip</creatorcontrib><creatorcontrib>Stephan, Dietrich A.</creatorcontrib><title>Expression profiling of medulloblastoma: PDGFRA and the RAS/MAPK pathway as therapeutic targets for metastatic disease</title><title>Nature genetics</title><addtitle>Nat Genet</addtitle><addtitle>Nat Genet</addtitle><description>Little is known about the genetic regulation of medulloblastoma dissemination, but metastatic medulloblastoma is highly associated with poor outcome. We obtained expression profiles of 23 primary medulloblastomas clinically designated as either metastatic (M+) or non-metastatic (M0) and identified 85 genes whose expression differed significantly between classes. Using a class prediction algorithm based on these genes and a leave-one-out approach, we assigned sample class to these tumors (M+ or M0) with 72% accuracy and to four additional independent tumors with 100% accuracy. We also assigned the metastatic medulloblastoma cell line Daoy to the metastatic class. Notably, platelet-derived growth factor receptor α (PDGFRA) and members of the downstream RAS/mitogen-activated protein kinase (MAPK) signal transduction pathway are upregulated in M+ tumors. Immunohistochemical validation on an independent set of tumors shows significant overexpression of PDGFRA in M+ tumors compared to M0 tumors. Using
in vitro
assays, we show that platelet-derived growth factor α (PDGFA) enhances medulloblastoma migration and increases downstream MAP2K1 (MEK1), MAP2K2 (MEK2), MAPK1 (p42 MAPK) and MAPK3 (p44 MAPK) phosphorylation in a dose-dependent manner. Neutralizing antibodies to PDGFRA blocks MAP2K1, MAP2K2 and MAPK1/3 phosphorylation, whereas U0126, a highly specific inhibitor of MAP2K1 and MAP2K2, also blocks MAPK1/3. Both inhibit migration and prevent PDGFA-stimulated migration. These results provide the first insight into the genetic regulation of medulloblastoma metastasis and are the first to suggest a role for PDGFRA and the RAS/MAPK signaling pathway in medulloblastoma metastasis. Inhibitors of PDGFRA and RAS proteins should therefore be considered for investigation as possible novel therapeutic strategies against medulloblastoma.</description><subject>Agriculture</subject><subject>Algorithms</subject><subject>Animal Genetics and Genomics</subject><subject>Biological and medical sciences</subject><subject>Biomedical and Life Sciences</subject><subject>Biomedicine</subject><subject>Butadienes - pharmacology</subject><subject>Cancer Research</subject><subject>Care and treatment</subject><subject>Enzyme Activation</subject><subject>Enzyme Inhibitors - pharmacology</subject><subject>Fundamental and applied biological sciences. Psychology</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Gene Function</subject><subject>Gene mutations</subject><subject>Genes</subject><subject>Genes. Genome</subject><subject>Genetic aspects</subject><subject>Genetics</subject><subject>Growth factors</subject><subject>Health aspects</subject><subject>Human Genetics</subject><subject>Humans</subject><subject>Immunohistochemistry</subject><subject>Kinases</subject><subject>MAP Kinase Signaling System</subject><subject>Medulloblastoma</subject><subject>Medulloblastoma - genetics</subject><subject>Medulloblastoma - pathology</subject><subject>Medulloblastoma - therapy</subject><subject>Metastasis</subject><subject>Mitogen-Activated Protein Kinases - antagonists & inhibitors</subject><subject>Mitogen-Activated Protein Kinases - immunology</subject><subject>Molecular and cellular biology</subject><subject>Molecular genetics</subject><subject>Neoplasm Metastasis</subject><subject>Nitriles - pharmacology</subject><subject>Patient outcomes</subject><subject>Phenotype</subject><subject>Preventive medicine</subject><subject>Proteins</subject><subject>Publishing</subject><subject>Receptor, Platelet-Derived Growth Factor alpha - genetics</subject><subject>Receptor, Platelet-Derived Growth Factor alpha - immunology</subject><subject>Signal transduction</subject><subject>Transplants & implants</subject><subject>Tumors</subject><issn>1061-4036</issn><issn>1546-1718</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2001</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>8G5</sourceid><sourceid>BENPR</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNqNktFr1TAUxosobs79CxIUBR-6JU3apnsrc5vDycad-hpO25Ouo21qkur235vrvVCuCEoeEk5-5wvfyRdFh4weMcrl8djmnD2J9lkqspjlTD4NZ5qxWFCe7UUvnLunlAlB5fNojwVKCEn3ox9nD5NF5zozkska3fXd2BKjyYDN3Pem6sF5M8AJuflwcb4qCYwN8XdIVuXt8efy5hOZwN_9hEcCbl23MOHsu5p4sC16R7SxQcsHFViXm84hOHwZPdPQOzzc7gfR1_OzL6cf46vri8vT8iqu04L7OMuaQgDPkem80VleFZIiyEIKEBUvWEobATnnCChloUUiMatkXgXLFLRM-UH0bqMbvH2f0Xk1dK7GvocRzexUzpKEC_ZvkEnGU5blAXz9B3hvZjsGEypJkixNWSEC9GYDtdCj6kZtvIV6rahKJrngWUFloI7-QoXV4NDVZsTwG7jb8H6nITAeH3wLs3Pq8nb1_-z1t1327YatrXHOolaT7Qawj4pRtU6X-p2uwL3aep-rkI-F2sZpEZrA1dBrC2PduYULky44F8u0XbgaW7TLEHdf_AXJPN7-</recordid><startdate>20011001</startdate><enddate>20011001</enddate><creator>MacDonald, Tobey J.</creator><creator>Brown, Kevin M.</creator><creator>LaFleur, Bonnie</creator><creator>Peterson, Katia</creator><creator>Lawlor, Christopher</creator><creator>Chen, Yidong</creator><creator>Packer, Roger J.</creator><creator>Cogen, Philip</creator><creator>Stephan, Dietrich A.</creator><general>Nature Publishing Group US</general><general>Nature Publishing Group</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QL</scope><scope>7QP</scope><scope>7QR</scope><scope>7SS</scope><scope>7T7</scope><scope>7TK</scope><scope>7TM</scope><scope>7U9</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2O</scope><scope>M7N</scope><scope>M7P</scope><scope>MBDVC</scope><scope>P64</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>RC3</scope><scope>7X8</scope></search><sort><creationdate>20011001</creationdate><title>Expression profiling of medulloblastoma: PDGFRA and the RAS/MAPK pathway as therapeutic targets for metastatic disease</title><author>MacDonald, Tobey J. ; Brown, Kevin M. ; LaFleur, Bonnie ; Peterson, Katia ; Lawlor, Christopher ; Chen, Yidong ; Packer, Roger J. ; Cogen, Philip ; Stephan, Dietrich A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c593t-66d94a37e1f7df67b980ea8984a4b39150d4a733eae889f428e6b87b0360af853</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2001</creationdate><topic>Agriculture</topic><topic>Algorithms</topic><topic>Animal Genetics and Genomics</topic><topic>Biological and medical sciences</topic><topic>Biomedical and Life Sciences</topic><topic>Biomedicine</topic><topic>Butadienes - pharmacology</topic><topic>Cancer Research</topic><topic>Care and treatment</topic><topic>Enzyme Activation</topic><topic>Enzyme Inhibitors - pharmacology</topic><topic>Fundamental and applied biological sciences. Psychology</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>Gene Function</topic><topic>Gene mutations</topic><topic>Genes</topic><topic>Genes. Genome</topic><topic>Genetic aspects</topic><topic>Genetics</topic><topic>Growth factors</topic><topic>Health aspects</topic><topic>Human Genetics</topic><topic>Humans</topic><topic>Immunohistochemistry</topic><topic>Kinases</topic><topic>MAP Kinase Signaling System</topic><topic>Medulloblastoma</topic><topic>Medulloblastoma - genetics</topic><topic>Medulloblastoma - pathology</topic><topic>Medulloblastoma - therapy</topic><topic>Metastasis</topic><topic>Mitogen-Activated Protein Kinases - antagonists & inhibitors</topic><topic>Mitogen-Activated Protein Kinases - immunology</topic><topic>Molecular and cellular biology</topic><topic>Molecular genetics</topic><topic>Neoplasm Metastasis</topic><topic>Nitriles - pharmacology</topic><topic>Patient outcomes</topic><topic>Phenotype</topic><topic>Preventive medicine</topic><topic>Proteins</topic><topic>Publishing</topic><topic>Receptor, Platelet-Derived Growth Factor alpha - genetics</topic><topic>Receptor, Platelet-Derived Growth Factor alpha - immunology</topic><topic>Signal transduction</topic><topic>Transplants & implants</topic><topic>Tumors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>MacDonald, Tobey J.</creatorcontrib><creatorcontrib>Brown, Kevin M.</creatorcontrib><creatorcontrib>LaFleur, Bonnie</creatorcontrib><creatorcontrib>Peterson, Katia</creatorcontrib><creatorcontrib>Lawlor, Christopher</creatorcontrib><creatorcontrib>Chen, Yidong</creatorcontrib><creatorcontrib>Packer, Roger J.</creatorcontrib><creatorcontrib>Cogen, Philip</creatorcontrib><creatorcontrib>Stephan, Dietrich A.</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Opposing Viewpoints</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Neurosciences Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Research Library</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Research Library (Corporate)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Nature genetics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>MacDonald, Tobey J.</au><au>Brown, Kevin M.</au><au>LaFleur, Bonnie</au><au>Peterson, Katia</au><au>Lawlor, Christopher</au><au>Chen, Yidong</au><au>Packer, Roger J.</au><au>Cogen, Philip</au><au>Stephan, Dietrich A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Expression profiling of medulloblastoma: PDGFRA and the RAS/MAPK pathway as therapeutic targets for metastatic disease</atitle><jtitle>Nature genetics</jtitle><stitle>Nat Genet</stitle><addtitle>Nat Genet</addtitle><date>2001-10-01</date><risdate>2001</risdate><volume>29</volume><issue>2</issue><spage>143</spage><epage>152</epage><pages>143-152</pages><issn>1061-4036</issn><eissn>1546-1718</eissn><coden>NGENEC</coden><abstract>Little is known about the genetic regulation of medulloblastoma dissemination, but metastatic medulloblastoma is highly associated with poor outcome. We obtained expression profiles of 23 primary medulloblastomas clinically designated as either metastatic (M+) or non-metastatic (M0) and identified 85 genes whose expression differed significantly between classes. Using a class prediction algorithm based on these genes and a leave-one-out approach, we assigned sample class to these tumors (M+ or M0) with 72% accuracy and to four additional independent tumors with 100% accuracy. We also assigned the metastatic medulloblastoma cell line Daoy to the metastatic class. Notably, platelet-derived growth factor receptor α (PDGFRA) and members of the downstream RAS/mitogen-activated protein kinase (MAPK) signal transduction pathway are upregulated in M+ tumors. Immunohistochemical validation on an independent set of tumors shows significant overexpression of PDGFRA in M+ tumors compared to M0 tumors. Using
in vitro
assays, we show that platelet-derived growth factor α (PDGFA) enhances medulloblastoma migration and increases downstream MAP2K1 (MEK1), MAP2K2 (MEK2), MAPK1 (p42 MAPK) and MAPK3 (p44 MAPK) phosphorylation in a dose-dependent manner. Neutralizing antibodies to PDGFRA blocks MAP2K1, MAP2K2 and MAPK1/3 phosphorylation, whereas U0126, a highly specific inhibitor of MAP2K1 and MAP2K2, also blocks MAPK1/3. Both inhibit migration and prevent PDGFA-stimulated migration. These results provide the first insight into the genetic regulation of medulloblastoma metastasis and are the first to suggest a role for PDGFRA and the RAS/MAPK signaling pathway in medulloblastoma metastasis. Inhibitors of PDGFRA and RAS proteins should therefore be considered for investigation as possible novel therapeutic strategies against medulloblastoma.</abstract><cop>New York</cop><pub>Nature Publishing Group US</pub><pmid>11544480</pmid><doi>10.1038/ng731</doi><tpages>10</tpages></addata></record> |
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subjects | Agriculture Algorithms Animal Genetics and Genomics Biological and medical sciences Biomedical and Life Sciences Biomedicine Butadienes - pharmacology Cancer Research Care and treatment Enzyme Activation Enzyme Inhibitors - pharmacology Fundamental and applied biological sciences. Psychology Gene expression Gene Expression Profiling Gene Function Gene mutations Genes Genes. Genome Genetic aspects Genetics Growth factors Health aspects Human Genetics Humans Immunohistochemistry Kinases MAP Kinase Signaling System Medulloblastoma Medulloblastoma - genetics Medulloblastoma - pathology Medulloblastoma - therapy Metastasis Mitogen-Activated Protein Kinases - antagonists & inhibitors Mitogen-Activated Protein Kinases - immunology Molecular and cellular biology Molecular genetics Neoplasm Metastasis Nitriles - pharmacology Patient outcomes Phenotype Preventive medicine Proteins Publishing Receptor, Platelet-Derived Growth Factor alpha - genetics Receptor, Platelet-Derived Growth Factor alpha - immunology Signal transduction Transplants & implants Tumors |
title | Expression profiling of medulloblastoma: PDGFRA and the RAS/MAPK pathway as therapeutic targets for metastatic disease |
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