Genes Associated With Breast Cancer Metastatic to Bone
The biology of tumors relapsing to bone is poorly understood. In this study, we initiated a search for genes that are implicated in tumors relapsing to bone in breast cancer. We analyzed 107 primary breast tumors in patients who were all lymph node negative at the time of diagnosis and all had exper...
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Veröffentlicht in: | Journal of clinical oncology 2006-05, Vol.24 (15), p.2261-2267 |
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container_title | Journal of clinical oncology |
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creator | SMID, Marcel YIXIN WANG KLIJN, Jan G. M SIEUWERTS, Anieta M YI ZHANG ATKINS, David MARTENS, John W. M FOEKENS, John A |
description | The biology of tumors relapsing to bone is poorly understood. In this study, we initiated a search for genes that are implicated in tumors relapsing to bone in breast cancer.
We analyzed 107 primary breast tumors in patients who were all lymph node negative at the time of diagnosis and all had experienced relapse. Total RNA isolated from frozen tumor samples was used to gather gene expression data using oligo microarrays.
A panel of 69 genes was found significantly differentially expressed between patients who experienced relapse to bone versus those who experienced relapse elsewhere in the body. The most differentially expressed gene, TFF1, was confirmed by quantitative reverse transcriptase polymerase chain reaction in an independent cohort (n = 122; P = .0015). Our differentially expressed genes, combined with a recently reported gene set relevant to tumors relapsing to bone in an animal model system, pointed to the involvement of the fibroblast growth factor receptor signaling pathway in preference of tumor cells that relapse to bone. Given that patients who experience relapse to bone may benefit from bisphosphonate therapy, we developed a classifier of 31 genes, which in an independent validation set correctly predicts all tumors relapsing to bone with a specificity of 50%.
Our study identifies a panel of genes relevant to bone metastasis in breast cancer. The subsequently developed classifier of tumors relapsing to bone could, after thorough confirmation on an extended number of independent samples, and in combination with our previously developed high-risk profile, provide a diagnostic tool for the recommendation of adjuvant bisphosphonate therapy in addition to endocrine therapy or chemotherapy. |
doi_str_mv | 10.1200/JCO.2005.03.8802 |
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We analyzed 107 primary breast tumors in patients who were all lymph node negative at the time of diagnosis and all had experienced relapse. Total RNA isolated from frozen tumor samples was used to gather gene expression data using oligo microarrays.
A panel of 69 genes was found significantly differentially expressed between patients who experienced relapse to bone versus those who experienced relapse elsewhere in the body. The most differentially expressed gene, TFF1, was confirmed by quantitative reverse transcriptase polymerase chain reaction in an independent cohort (n = 122; P = .0015). Our differentially expressed genes, combined with a recently reported gene set relevant to tumors relapsing to bone in an animal model system, pointed to the involvement of the fibroblast growth factor receptor signaling pathway in preference of tumor cells that relapse to bone. Given that patients who experience relapse to bone may benefit from bisphosphonate therapy, we developed a classifier of 31 genes, which in an independent validation set correctly predicts all tumors relapsing to bone with a specificity of 50%.
Our study identifies a panel of genes relevant to bone metastasis in breast cancer. The subsequently developed classifier of tumors relapsing to bone could, after thorough confirmation on an extended number of independent samples, and in combination with our previously developed high-risk profile, provide a diagnostic tool for the recommendation of adjuvant bisphosphonate therapy in addition to endocrine therapy or chemotherapy.</description><identifier>ISSN: 0732-183X</identifier><identifier>EISSN: 1527-7755</identifier><identifier>DOI: 10.1200/JCO.2005.03.8802</identifier><identifier>PMID: 16636340</identifier><language>eng</language><publisher>Baltimore, MD: American Society of Clinical Oncology</publisher><subject>Adult ; Aged ; Biological and medical sciences ; Bone Neoplasms - genetics ; Bone Neoplasms - secondary ; Breast Neoplasms - genetics ; Breast Neoplasms - pathology ; Female ; Gene Expression Profiling ; Gynecology. Andrology. Obstetrics ; Humans ; Mammary gland diseases ; Medical sciences ; Middle Aged ; Neoplasm Metastasis - genetics ; Oligonucleotide Array Sequence Analysis ; Peptides ; Predictive Value of Tests ; Risk ; Trefoil Factor-1 ; Trefoil Factor-2 ; Tumor Suppressor Proteins - genetics ; Tumors</subject><ispartof>Journal of clinical oncology, 2006-05, Vol.24 (15), p.2261-2267</ispartof><rights>2006 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c406t-e323cbb1e2f0aeb101e7aa311e4ac1c19b177cfe7076cefd0781d54c0975e9c43</citedby><cites>FETCH-LOGICAL-c406t-e323cbb1e2f0aeb101e7aa311e4ac1c19b177cfe7076cefd0781d54c0975e9c43</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,3729,27924,27925</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=17811309$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/16636340$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>SMID, Marcel</creatorcontrib><creatorcontrib>YIXIN WANG</creatorcontrib><creatorcontrib>KLIJN, Jan G. M</creatorcontrib><creatorcontrib>SIEUWERTS, Anieta M</creatorcontrib><creatorcontrib>YI ZHANG</creatorcontrib><creatorcontrib>ATKINS, David</creatorcontrib><creatorcontrib>MARTENS, John W. M</creatorcontrib><creatorcontrib>FOEKENS, John A</creatorcontrib><title>Genes Associated With Breast Cancer Metastatic to Bone</title><title>Journal of clinical oncology</title><addtitle>J Clin Oncol</addtitle><description>The biology of tumors relapsing to bone is poorly understood. In this study, we initiated a search for genes that are implicated in tumors relapsing to bone in breast cancer.
We analyzed 107 primary breast tumors in patients who were all lymph node negative at the time of diagnosis and all had experienced relapse. Total RNA isolated from frozen tumor samples was used to gather gene expression data using oligo microarrays.
A panel of 69 genes was found significantly differentially expressed between patients who experienced relapse to bone versus those who experienced relapse elsewhere in the body. The most differentially expressed gene, TFF1, was confirmed by quantitative reverse transcriptase polymerase chain reaction in an independent cohort (n = 122; P = .0015). Our differentially expressed genes, combined with a recently reported gene set relevant to tumors relapsing to bone in an animal model system, pointed to the involvement of the fibroblast growth factor receptor signaling pathway in preference of tumor cells that relapse to bone. Given that patients who experience relapse to bone may benefit from bisphosphonate therapy, we developed a classifier of 31 genes, which in an independent validation set correctly predicts all tumors relapsing to bone with a specificity of 50%.
Our study identifies a panel of genes relevant to bone metastasis in breast cancer. The subsequently developed classifier of tumors relapsing to bone could, after thorough confirmation on an extended number of independent samples, and in combination with our previously developed high-risk profile, provide a diagnostic tool for the recommendation of adjuvant bisphosphonate therapy in addition to endocrine therapy or chemotherapy.</description><subject>Adult</subject><subject>Aged</subject><subject>Biological and medical sciences</subject><subject>Bone Neoplasms - genetics</subject><subject>Bone Neoplasms - secondary</subject><subject>Breast Neoplasms - genetics</subject><subject>Breast Neoplasms - pathology</subject><subject>Female</subject><subject>Gene Expression Profiling</subject><subject>Gynecology. Andrology. Obstetrics</subject><subject>Humans</subject><subject>Mammary gland diseases</subject><subject>Medical sciences</subject><subject>Middle Aged</subject><subject>Neoplasm Metastasis - genetics</subject><subject>Oligonucleotide Array Sequence Analysis</subject><subject>Peptides</subject><subject>Predictive Value of Tests</subject><subject>Risk</subject><subject>Trefoil Factor-1</subject><subject>Trefoil Factor-2</subject><subject>Tumor Suppressor Proteins - genetics</subject><subject>Tumors</subject><issn>0732-183X</issn><issn>1527-7755</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2006</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpFkEFLw0AQhRdRbK3ePUku6ilxZjfJJse2aFUqvSh6WzbbiU1JmrqbIv57tzTQ02Pge4_hY-waIUIO8PA6XUQ-kwhElGXAT9gQEy5DKZPklA1BCh5iJr4G7MK5NQDGmUjO2QDTVKQihiFLZ7QhF4yda02lO1oGn1W3CiaWtOuCqd4YssEbdf7SXWWCrg0m7YYu2Vmpa0dXfY7Yx9Pj-_Q5nC9mL9PxPDQxpF1IggtTFEi8BE0FApLUWiBSrA0azAuU0pQkQaaGyiXIDJdJbCCXCeUmFiN2d9jd2vZnR65TTeUM1bXeULtzKpV5DjwWHoQDaGzrnKVSbW3VaPunENTelfKu1N6VAqH2rnzlpt_eFQ0tj4Vejgdue0A7o-vSehuVO3L-WRSQe-7-wK2q79VvZUm5Rte1n-VqbVoeK0wU5ymKf-3WfX4</recordid><startdate>20060520</startdate><enddate>20060520</enddate><creator>SMID, Marcel</creator><creator>YIXIN WANG</creator><creator>KLIJN, Jan G. M</creator><creator>SIEUWERTS, Anieta M</creator><creator>YI ZHANG</creator><creator>ATKINS, David</creator><creator>MARTENS, John W. M</creator><creator>FOEKENS, John A</creator><general>American Society of Clinical Oncology</general><general>Lippincott Williams & Wilkins</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>7X8</scope></search><sort><creationdate>20060520</creationdate><title>Genes Associated With Breast Cancer Metastatic to Bone</title><author>SMID, Marcel ; YIXIN WANG ; KLIJN, Jan G. M ; SIEUWERTS, Anieta M ; YI ZHANG ; ATKINS, David ; MARTENS, John W. M ; FOEKENS, John A</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c406t-e323cbb1e2f0aeb101e7aa311e4ac1c19b177cfe7076cefd0781d54c0975e9c43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2006</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Biological and medical sciences</topic><topic>Bone Neoplasms - genetics</topic><topic>Bone Neoplasms - secondary</topic><topic>Breast Neoplasms - genetics</topic><topic>Breast Neoplasms - pathology</topic><topic>Female</topic><topic>Gene Expression Profiling</topic><topic>Gynecology. Andrology. Obstetrics</topic><topic>Humans</topic><topic>Mammary gland diseases</topic><topic>Medical sciences</topic><topic>Middle Aged</topic><topic>Neoplasm Metastasis - genetics</topic><topic>Oligonucleotide Array Sequence Analysis</topic><topic>Peptides</topic><topic>Predictive Value of Tests</topic><topic>Risk</topic><topic>Trefoil Factor-1</topic><topic>Trefoil Factor-2</topic><topic>Tumor Suppressor Proteins - genetics</topic><topic>Tumors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>SMID, Marcel</creatorcontrib><creatorcontrib>YIXIN WANG</creatorcontrib><creatorcontrib>KLIJN, Jan G. M</creatorcontrib><creatorcontrib>SIEUWERTS, Anieta M</creatorcontrib><creatorcontrib>YI ZHANG</creatorcontrib><creatorcontrib>ATKINS, David</creatorcontrib><creatorcontrib>MARTENS, John W. 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M</au><au>FOEKENS, John A</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Genes Associated With Breast Cancer Metastatic to Bone</atitle><jtitle>Journal of clinical oncology</jtitle><addtitle>J Clin Oncol</addtitle><date>2006-05-20</date><risdate>2006</risdate><volume>24</volume><issue>15</issue><spage>2261</spage><epage>2267</epage><pages>2261-2267</pages><issn>0732-183X</issn><eissn>1527-7755</eissn><abstract>The biology of tumors relapsing to bone is poorly understood. In this study, we initiated a search for genes that are implicated in tumors relapsing to bone in breast cancer.
We analyzed 107 primary breast tumors in patients who were all lymph node negative at the time of diagnosis and all had experienced relapse. Total RNA isolated from frozen tumor samples was used to gather gene expression data using oligo microarrays.
A panel of 69 genes was found significantly differentially expressed between patients who experienced relapse to bone versus those who experienced relapse elsewhere in the body. The most differentially expressed gene, TFF1, was confirmed by quantitative reverse transcriptase polymerase chain reaction in an independent cohort (n = 122; P = .0015). Our differentially expressed genes, combined with a recently reported gene set relevant to tumors relapsing to bone in an animal model system, pointed to the involvement of the fibroblast growth factor receptor signaling pathway in preference of tumor cells that relapse to bone. Given that patients who experience relapse to bone may benefit from bisphosphonate therapy, we developed a classifier of 31 genes, which in an independent validation set correctly predicts all tumors relapsing to bone with a specificity of 50%.
Our study identifies a panel of genes relevant to bone metastasis in breast cancer. The subsequently developed classifier of tumors relapsing to bone could, after thorough confirmation on an extended number of independent samples, and in combination with our previously developed high-risk profile, provide a diagnostic tool for the recommendation of adjuvant bisphosphonate therapy in addition to endocrine therapy or chemotherapy.</abstract><cop>Baltimore, MD</cop><pub>American Society of Clinical Oncology</pub><pmid>16636340</pmid><doi>10.1200/JCO.2005.03.8802</doi><tpages>7</tpages></addata></record> |
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subjects | Adult Aged Biological and medical sciences Bone Neoplasms - genetics Bone Neoplasms - secondary Breast Neoplasms - genetics Breast Neoplasms - pathology Female Gene Expression Profiling Gynecology. Andrology. Obstetrics Humans Mammary gland diseases Medical sciences Middle Aged Neoplasm Metastasis - genetics Oligonucleotide Array Sequence Analysis Peptides Predictive Value of Tests Risk Trefoil Factor-1 Trefoil Factor-2 Tumor Suppressor Proteins - genetics Tumors |
title | Genes Associated With Breast Cancer Metastatic to Bone |
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