Novel circulating microRNA signature as a potential non-invasive multi-marker test in ER-positive early-stage breast cancer: A case control study
There are currently no highly sensitive and specific minimally invasive biomarkers for detection of early-stage breast cancer. MicroRNAs (miRNAs) are present in the circulation and may be unique biomarkers for early diagnosis of human cancers. The aim of this study was to investigate the differentia...
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Veröffentlicht in: | Molecular oncology 2014-07, Vol.8 (5), p.874-883 |
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description | There are currently no highly sensitive and specific minimally invasive biomarkers for detection of early-stage breast cancer. MicroRNAs (miRNAs) are present in the circulation and may be unique biomarkers for early diagnosis of human cancers. The aim of this study was to investigate the differential expression of miRNAs in the serum of breast cancer patients and healthy controls.
Global miRNA analysis was performed on serum from 48 patients with ER-positive early-stage breast cancer obtained at diagnosis (24 lymph node-positive and 24 lymph node-negative) and 24 age-matched healthy controls using LNA-based quantitative real-time PCR (qRT-PCR). A signature of miRNAs was subsequently validated in an independent set of 111 serum samples from 60 patients with early-stage breast cancer and 51 healthy controls and further tested for reproducibility in 3 independent data sets from the GEO Database.
A multivariable signature consisting of 9 miRNAs (miR-15a, miR-18a, miR-107, miR-133a, miR-139-5p, miR-143, miR-145, miR-365, miR-425) was identified that provided considerable discrimination between breast cancer patients and healthy controls. Further, the ability of the 9 miRNA signature to stratify samples from breast cancer patients and healthy controls was confirmed in the validation set (p = 0.012) with a corresponding AUC = 0.665 in the ROC-curve analysis. No association between miRNA expression and tumor grade, tumor size, menopausal- or lymph node status was observed. The signature was also successfully validated in a previously published independent data set of circulating miRNAs in early-stage breast cancer (p = 0.024).
We present herein a 9 miRNA signature capable of discriminating between ER-positive breast cancer and healthy controls. Using a specific algorithm based on the 9 miRNA signature, the risk for future individuals can be predicted. Since microRNAs are highly stable in blood components, this signature might be useful in the development of a blood-based multi-marker test to improve early detection of breast cancer. Such a test could potentially be used as a screening tool to identify individuals who would benefit from further diagnostic assessment.
•Novel circulating miRNA signature in early-stage breast cancer.•May improve early detection of breast cancer.•A risk score reflects the risk of breast cancer.•Possible new screening tool in addition to mammography. |
doi_str_mv | 10.1016/j.molonc.2014.03.002 |
format | Article |
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Global miRNA analysis was performed on serum from 48 patients with ER-positive early-stage breast cancer obtained at diagnosis (24 lymph node-positive and 24 lymph node-negative) and 24 age-matched healthy controls using LNA-based quantitative real-time PCR (qRT-PCR). A signature of miRNAs was subsequently validated in an independent set of 111 serum samples from 60 patients with early-stage breast cancer and 51 healthy controls and further tested for reproducibility in 3 independent data sets from the GEO Database.
A multivariable signature consisting of 9 miRNAs (miR-15a, miR-18a, miR-107, miR-133a, miR-139-5p, miR-143, miR-145, miR-365, miR-425) was identified that provided considerable discrimination between breast cancer patients and healthy controls. Further, the ability of the 9 miRNA signature to stratify samples from breast cancer patients and healthy controls was confirmed in the validation set (p = 0.012) with a corresponding AUC = 0.665 in the ROC-curve analysis. No association between miRNA expression and tumor grade, tumor size, menopausal- or lymph node status was observed. The signature was also successfully validated in a previously published independent data set of circulating miRNAs in early-stage breast cancer (p = 0.024).
We present herein a 9 miRNA signature capable of discriminating between ER-positive breast cancer and healthy controls. Using a specific algorithm based on the 9 miRNA signature, the risk for future individuals can be predicted. Since microRNAs are highly stable in blood components, this signature might be useful in the development of a blood-based multi-marker test to improve early detection of breast cancer. Such a test could potentially be used as a screening tool to identify individuals who would benefit from further diagnostic assessment.
•Novel circulating miRNA signature in early-stage breast cancer.•May improve early detection of breast cancer.•A risk score reflects the risk of breast cancer.•Possible new screening tool in addition to mammography.</description><identifier>ISSN: 1574-7891</identifier><identifier>EISSN: 1878-0261</identifier><identifier>DOI: 10.1016/j.molonc.2014.03.002</identifier><identifier>PMID: 24694649</identifier><language>eng</language><publisher>United States: Elsevier B.V</publisher><subject>Age ; Aged ; Biomarkers ; Biomarkers, Tumor - blood ; Biomarkers, Tumor - genetics ; Breast - metabolism ; Breast - pathology ; Breast cancer ; Breast Neoplasms - blood ; Breast Neoplasms - genetics ; Breast Neoplasms - pathology ; Cancer therapies ; Case-Control Studies ; Datasets ; Diagnosis ; Female ; Gene Expression Profiling ; Gene Expression Regulation, Neoplastic ; Genetic Markers ; Humans ; Lymph nodes ; Lymphatic system ; Mammography ; Medical research ; Metastasis ; MicroRNAs ; MicroRNAs - blood ; MicroRNAs - genetics ; Middle Aged ; miRNA ; Patients ; Principal components analysis ; Real-Time Polymerase Chain Reaction ; Receptors, Estrogen - analysis ; Serum markers ; Studies ; Tumors ; Womens health</subject><ispartof>Molecular oncology, 2014-07, Vol.8 (5), p.874-883</ispartof><rights>2014 Federation of European Biochemical Societies</rights><rights>2014 The Authors. Published by FEBS Press and John Wiley & Sons Ltd.</rights><rights>Copyright © 2014 Federation of European Biochemical Societies. Published by Elsevier B.V. All rights reserved.</rights><rights>2014. This work is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c7164-bd44f4727fdf76410a820fda71800f3064575f1a4f30ded8552c4bd110f047653</citedby><cites>FETCH-LOGICAL-c7164-bd44f4727fdf76410a820fda71800f3064575f1a4f30ded8552c4bd110f047653</cites><orcidid>0000-0003-0515-9144</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5528529/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S1574789114000507$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,1411,3537,11541,27901,27902,45550,45551,46027,46451,53766,53768,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24694649$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kodahl, Annette R.</creatorcontrib><creatorcontrib>Lyng, Maria B.</creatorcontrib><creatorcontrib>Binder, Harald</creatorcontrib><creatorcontrib>Cold, Søren</creatorcontrib><creatorcontrib>Gravgaard, Karina</creatorcontrib><creatorcontrib>Knoop, Ann S.</creatorcontrib><creatorcontrib>Ditzel, Henrik J.</creatorcontrib><title>Novel circulating microRNA signature as a potential non-invasive multi-marker test in ER-positive early-stage breast cancer: A case control study</title><title>Molecular oncology</title><addtitle>Mol Oncol</addtitle><description>There are currently no highly sensitive and specific minimally invasive biomarkers for detection of early-stage breast cancer. MicroRNAs (miRNAs) are present in the circulation and may be unique biomarkers for early diagnosis of human cancers. The aim of this study was to investigate the differential expression of miRNAs in the serum of breast cancer patients and healthy controls.
Global miRNA analysis was performed on serum from 48 patients with ER-positive early-stage breast cancer obtained at diagnosis (24 lymph node-positive and 24 lymph node-negative) and 24 age-matched healthy controls using LNA-based quantitative real-time PCR (qRT-PCR). A signature of miRNAs was subsequently validated in an independent set of 111 serum samples from 60 patients with early-stage breast cancer and 51 healthy controls and further tested for reproducibility in 3 independent data sets from the GEO Database.
A multivariable signature consisting of 9 miRNAs (miR-15a, miR-18a, miR-107, miR-133a, miR-139-5p, miR-143, miR-145, miR-365, miR-425) was identified that provided considerable discrimination between breast cancer patients and healthy controls. Further, the ability of the 9 miRNA signature to stratify samples from breast cancer patients and healthy controls was confirmed in the validation set (p = 0.012) with a corresponding AUC = 0.665 in the ROC-curve analysis. No association between miRNA expression and tumor grade, tumor size, menopausal- or lymph node status was observed. The signature was also successfully validated in a previously published independent data set of circulating miRNAs in early-stage breast cancer (p = 0.024).
We present herein a 9 miRNA signature capable of discriminating between ER-positive breast cancer and healthy controls. Using a specific algorithm based on the 9 miRNA signature, the risk for future individuals can be predicted. Since microRNAs are highly stable in blood components, this signature might be useful in the development of a blood-based multi-marker test to improve early detection of breast cancer. Such a test could potentially be used as a screening tool to identify individuals who would benefit from further diagnostic assessment.
•Novel circulating miRNA signature in early-stage breast cancer.•May improve early detection of breast cancer.•A risk score reflects the risk of breast cancer.•Possible new screening tool in addition to mammography.</description><subject>Age</subject><subject>Aged</subject><subject>Biomarkers</subject><subject>Biomarkers, Tumor - blood</subject><subject>Biomarkers, Tumor - genetics</subject><subject>Breast - metabolism</subject><subject>Breast - pathology</subject><subject>Breast cancer</subject><subject>Breast Neoplasms - blood</subject><subject>Breast Neoplasms - genetics</subject><subject>Breast Neoplasms - pathology</subject><subject>Cancer therapies</subject><subject>Case-Control Studies</subject><subject>Datasets</subject><subject>Diagnosis</subject><subject>Female</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation, Neoplastic</subject><subject>Genetic Markers</subject><subject>Humans</subject><subject>Lymph nodes</subject><subject>Lymphatic system</subject><subject>Mammography</subject><subject>Medical research</subject><subject>Metastasis</subject><subject>MicroRNAs</subject><subject>MicroRNAs - blood</subject><subject>MicroRNAs - genetics</subject><subject>Middle Aged</subject><subject>miRNA</subject><subject>Patients</subject><subject>Principal components analysis</subject><subject>Real-Time Polymerase Chain Reaction</subject><subject>Receptors, Estrogen - analysis</subject><subject>Serum markers</subject><subject>Studies</subject><subject>Tumors</subject><subject>Womens health</subject><issn>1574-7891</issn><issn>1878-0261</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><recordid>eNqNkstuEzEUhkcIREvhDRCyxIbNBNvxbViAoqpcpNBKFawtx3MmOHjsYHuC8hi8MY5SymWBuvKx_PnX-c_5m-YpwTOCiXi5mY3Rx2BnFBM2w_MZxvRec0qUVC2mgtyvNZeslaojJ82jnDcYc9GJ7mFzQpnomGDdafPjMu7AI-uSnbwpLqzR6GyK15cLlN06mDIlQCYjg7axQCjOeBRiaF3Ymex2gMbJF9eOJn2FhArkglxAF9ftNmZXDgCY5PdtLmYNaJXAVMKaYCG9QotaZUA2hpKiR7lM_f5x82AwPsOTm_Os-fz24tP5-3Z59e7D-WLZWkkEa1c9YwOTVA79IAUj2CiKh95IojAe5lgwLvlADKt1D73inFq26gnBA2ZS8PlZ8_qou51WI_S2ekvG621y1cteR-P03y_BfdHruNNVSXHaVYEXNwIpfpuqcT26bMF7EyBOWRPOiaAcd_QOKJtXUcZYRZ__g27ilEKdhKa064jiWKpKsSNVV5VzguG2b4L1IR56o4_x0Id4aDzXNR7127M_Pd9--pWHCrw5At-dh_2dRPXHqyU93BVXkv0eK9Td7Rwkna2Duu7eJbBF99H9v8efWiniwA</recordid><startdate>201407</startdate><enddate>201407</enddate><creator>Kodahl, Annette R.</creator><creator>Lyng, Maria B.</creator><creator>Binder, Harald</creator><creator>Cold, Søren</creator><creator>Gravgaard, Karina</creator><creator>Knoop, Ann S.</creator><creator>Ditzel, Henrik J.</creator><general>Elsevier B.V</general><general>John Wiley & Sons, Inc</general><general>John Wiley and Sons Inc</general><scope>6I.</scope><scope>AAFTH</scope><scope>24P</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>8FE</scope><scope>8FH</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>8FD</scope><scope>FR3</scope><scope>P64</scope><scope>RC3</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-0515-9144</orcidid></search><sort><creationdate>201407</creationdate><title>Novel circulating microRNA signature as a potential non-invasive multi-marker test in ER-positive early-stage breast cancer: A case control study</title><author>Kodahl, Annette R. ; Lyng, Maria B. ; Binder, Harald ; Cold, Søren ; Gravgaard, Karina ; Knoop, Ann S. ; Ditzel, Henrik J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c7164-bd44f4727fdf76410a820fda71800f3064575f1a4f30ded8552c4bd110f047653</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Age</topic><topic>Aged</topic><topic>Biomarkers</topic><topic>Biomarkers, Tumor - blood</topic><topic>Biomarkers, Tumor - genetics</topic><topic>Breast - metabolism</topic><topic>Breast - pathology</topic><topic>Breast cancer</topic><topic>Breast Neoplasms - blood</topic><topic>Breast Neoplasms - genetics</topic><topic>Breast Neoplasms - pathology</topic><topic>Cancer therapies</topic><topic>Case-Control Studies</topic><topic>Datasets</topic><topic>Diagnosis</topic><topic>Female</topic><topic>Gene Expression Profiling</topic><topic>Gene Expression Regulation, Neoplastic</topic><topic>Genetic Markers</topic><topic>Humans</topic><topic>Lymph nodes</topic><topic>Lymphatic system</topic><topic>Mammography</topic><topic>Medical research</topic><topic>Metastasis</topic><topic>MicroRNAs</topic><topic>MicroRNAs - blood</topic><topic>MicroRNAs - genetics</topic><topic>Middle Aged</topic><topic>miRNA</topic><topic>Patients</topic><topic>Principal components analysis</topic><topic>Real-Time Polymerase Chain Reaction</topic><topic>Receptors, Estrogen - analysis</topic><topic>Serum markers</topic><topic>Studies</topic><topic>Tumors</topic><topic>Womens health</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kodahl, Annette R.</creatorcontrib><creatorcontrib>Lyng, Maria B.</creatorcontrib><creatorcontrib>Binder, Harald</creatorcontrib><creatorcontrib>Cold, Søren</creatorcontrib><creatorcontrib>Gravgaard, Karina</creatorcontrib><creatorcontrib>Knoop, Ann S.</creatorcontrib><creatorcontrib>Ditzel, Henrik J.</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Wiley Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>Biological Sciences</collection><collection>Biological Science Database</collection><collection>Publicly Available Content Database</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 China</collection><collection>MEDLINE - Academic</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Molecular oncology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kodahl, Annette R.</au><au>Lyng, Maria B.</au><au>Binder, Harald</au><au>Cold, Søren</au><au>Gravgaard, Karina</au><au>Knoop, Ann S.</au><au>Ditzel, Henrik J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Novel circulating microRNA signature as a potential non-invasive multi-marker test in ER-positive early-stage breast cancer: A case control study</atitle><jtitle>Molecular oncology</jtitle><addtitle>Mol Oncol</addtitle><date>2014-07</date><risdate>2014</risdate><volume>8</volume><issue>5</issue><spage>874</spage><epage>883</epage><pages>874-883</pages><issn>1574-7891</issn><eissn>1878-0261</eissn><abstract>There are currently no highly sensitive and specific minimally invasive biomarkers for detection of early-stage breast cancer. MicroRNAs (miRNAs) are present in the circulation and may be unique biomarkers for early diagnosis of human cancers. The aim of this study was to investigate the differential expression of miRNAs in the serum of breast cancer patients and healthy controls.
Global miRNA analysis was performed on serum from 48 patients with ER-positive early-stage breast cancer obtained at diagnosis (24 lymph node-positive and 24 lymph node-negative) and 24 age-matched healthy controls using LNA-based quantitative real-time PCR (qRT-PCR). A signature of miRNAs was subsequently validated in an independent set of 111 serum samples from 60 patients with early-stage breast cancer and 51 healthy controls and further tested for reproducibility in 3 independent data sets from the GEO Database.
A multivariable signature consisting of 9 miRNAs (miR-15a, miR-18a, miR-107, miR-133a, miR-139-5p, miR-143, miR-145, miR-365, miR-425) was identified that provided considerable discrimination between breast cancer patients and healthy controls. Further, the ability of the 9 miRNA signature to stratify samples from breast cancer patients and healthy controls was confirmed in the validation set (p = 0.012) with a corresponding AUC = 0.665 in the ROC-curve analysis. No association between miRNA expression and tumor grade, tumor size, menopausal- or lymph node status was observed. The signature was also successfully validated in a previously published independent data set of circulating miRNAs in early-stage breast cancer (p = 0.024).
We present herein a 9 miRNA signature capable of discriminating between ER-positive breast cancer and healthy controls. Using a specific algorithm based on the 9 miRNA signature, the risk for future individuals can be predicted. Since microRNAs are highly stable in blood components, this signature might be useful in the development of a blood-based multi-marker test to improve early detection of breast cancer. Such a test could potentially be used as a screening tool to identify individuals who would benefit from further diagnostic assessment.
•Novel circulating miRNA signature in early-stage breast cancer.•May improve early detection of breast cancer.•A risk score reflects the risk of breast cancer.•Possible new screening tool in addition to mammography.</abstract><cop>United States</cop><pub>Elsevier B.V</pub><pmid>24694649</pmid><doi>10.1016/j.molonc.2014.03.002</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0003-0515-9144</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Age Aged Biomarkers Biomarkers, Tumor - blood Biomarkers, Tumor - genetics Breast - metabolism Breast - pathology Breast cancer Breast Neoplasms - blood Breast Neoplasms - genetics Breast Neoplasms - pathology Cancer therapies Case-Control Studies Datasets Diagnosis Female Gene Expression Profiling Gene Expression Regulation, Neoplastic Genetic Markers Humans Lymph nodes Lymphatic system Mammography Medical research Metastasis MicroRNAs MicroRNAs - blood MicroRNAs - genetics Middle Aged miRNA Patients Principal components analysis Real-Time Polymerase Chain Reaction Receptors, Estrogen - analysis Serum markers Studies Tumors Womens health |
title | Novel circulating microRNA signature as a potential non-invasive multi-marker test in ER-positive early-stage breast cancer: A case control study |
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