Low MAD2 expression levels associate with reduced progression-free survival in patients with high-grade serous epithelial ovarian cancer

Epithelial ovarian cancer (EOC) has an innate susceptibility to become chemoresistant. Up to 30% of patients do not respond to conventional chemotherapy [paclitaxel (Taxol®) in combination with carboplatin] and, of those who have an initial response, many patients relapse. Therefore, an understandin...

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Veröffentlicht in:The Journal of pathology 2012-04, Vol.226 (5), p.746-755
Hauptverfasser: Furlong, Fiona, Fitzpatrick, Patricia, O'Toole, Sharon, Phelan, Sine, McGrogan, Barbara, Maguire, Aoife, O'Grady, Anthony, Gallagher, Michael, Prencipe, Maria, McGoldrick, Aloysius, McGettigan, Paul, Brennan, Donal, Sheils, Orla, Martin, Cara, W Kay, Elaine, O'Leary, John, McCann, Amanda
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container_issue 5
container_start_page 746
container_title The Journal of pathology
container_volume 226
creator Furlong, Fiona
Fitzpatrick, Patricia
O'Toole, Sharon
Phelan, Sine
McGrogan, Barbara
Maguire, Aoife
O'Grady, Anthony
Gallagher, Michael
Prencipe, Maria
McGoldrick, Aloysius
McGettigan, Paul
Brennan, Donal
Sheils, Orla
Martin, Cara
W Kay, Elaine
O'Leary, John
McCann, Amanda
description Epithelial ovarian cancer (EOC) has an innate susceptibility to become chemoresistant. Up to 30% of patients do not respond to conventional chemotherapy [paclitaxel (Taxol®) in combination with carboplatin] and, of those who have an initial response, many patients relapse. Therefore, an understanding of the molecular mechanisms that regulate cellular chemotherapeutic responses in EOC cells has the potential to impact significantly on patient outcome. The mitotic arrest deficiency protein 2 (MAD2), is a centrally important mediator of the cellular response to paclitaxel. MAD2 immunohistochemical analysis was performed on 82 high‐grade serous EOC samples. A multivariate Cox regression analysis of nuclear MAD2 IHC intensity adjusting for stage, tumour grade and optimum surgical debulking revealed that low MAD2 IHC staining intensity was significantly associated with reduced progression‐free survival (PFS) (p = 0.0003), with a hazard ratio of 4.689. The in vitro analyses of five ovarian cancer cell lines demonstrated that cells with low MAD2 expression were less sensitive to paclitaxel. Furthermore, paclitaxel‐induced activation of the spindle assembly checkpoint (SAC) and apoptotic cell death was abrogated in cells transfected with MAD2 siRNA. In silico analysis identified a miR‐433 binding domain in the MAD2 3′ UTR, which was verified in a series of experiments. Firstly, MAD2 protein expression levels were down‐regulated in pre‐miR‐433 transfected A2780 cells. Secondly, pre‐miR‐433 suppressed the activity of a reporter construct containing the 3′‐UTR of MAD2. Thirdly, blocking miR‐433 binding to the MAD2 3′ UTR protected MAD2 from miR‐433 induced protein down‐regulation. Importantly, reduced MAD2 protein expression in pre‐miR‐433‐transfected A2780 cells rendered these cells less sensitive to paclitaxel. In conclusion, loss of MAD2 protein expression results in increased resistance to paclitaxel in EOC cells. Measuring MAD2 IHC staining intensity may predict paclitaxel responses in women presenting with high‐grade serous EOC. Copyright © 2012 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.
doi_str_mv 10.1002/path.3035
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Up to 30% of patients do not respond to conventional chemotherapy [paclitaxel (Taxol®) in combination with carboplatin] and, of those who have an initial response, many patients relapse. Therefore, an understanding of the molecular mechanisms that regulate cellular chemotherapeutic responses in EOC cells has the potential to impact significantly on patient outcome. The mitotic arrest deficiency protein 2 (MAD2), is a centrally important mediator of the cellular response to paclitaxel. MAD2 immunohistochemical analysis was performed on 82 high‐grade serous EOC samples. A multivariate Cox regression analysis of nuclear MAD2 IHC intensity adjusting for stage, tumour grade and optimum surgical debulking revealed that low MAD2 IHC staining intensity was significantly associated with reduced progression‐free survival (PFS) (p = 0.0003), with a hazard ratio of 4.689. The in vitro analyses of five ovarian cancer cell lines demonstrated that cells with low MAD2 expression were less sensitive to paclitaxel. Furthermore, paclitaxel‐induced activation of the spindle assembly checkpoint (SAC) and apoptotic cell death was abrogated in cells transfected with MAD2 siRNA. In silico analysis identified a miR‐433 binding domain in the MAD2 3′ UTR, which was verified in a series of experiments. Firstly, MAD2 protein expression levels were down‐regulated in pre‐miR‐433 transfected A2780 cells. Secondly, pre‐miR‐433 suppressed the activity of a reporter construct containing the 3′‐UTR of MAD2. Thirdly, blocking miR‐433 binding to the MAD2 3′ UTR protected MAD2 from miR‐433 induced protein down‐regulation. Importantly, reduced MAD2 protein expression in pre‐miR‐433‐transfected A2780 cells rendered these cells less sensitive to paclitaxel. In conclusion, loss of MAD2 protein expression results in increased resistance to paclitaxel in EOC cells. Measuring MAD2 IHC staining intensity may predict paclitaxel responses in women presenting with high‐grade serous EOC. Copyright © 2012 Pathological Society of Great Britain and Ireland. Published by John Wiley &amp; Sons, Ltd.</description><identifier>ISSN: 0022-3417</identifier><identifier>EISSN: 1096-9896</identifier><identifier>DOI: 10.1002/path.3035</identifier><identifier>PMID: 22069160</identifier><identifier>CODEN: JPTLAS</identifier><language>eng</language><publisher>Chichester, UK: John Wiley &amp; Sons, Ltd</publisher><subject>3' Untranslated Regions ; Antineoplastic Combined Chemotherapy Protocols - therapeutic use ; Biological and medical sciences ; Biomarkers, Tumor - genetics ; Biomarkers, Tumor - metabolism ; Calcium-Binding Proteins - genetics ; Calcium-Binding Proteins - metabolism ; Carboplatin - administration &amp; dosage ; Carcinoma, Ovarian Epithelial ; Cell Cycle Proteins - genetics ; Cell Cycle Proteins - metabolism ; Cell Line, Tumor ; chemoresistance ; Chemotherapy, Adjuvant ; Disease-Free Survival ; Dose-Response Relationship, Drug ; Down-Regulation ; Drug Resistance, Neoplasm - genetics ; epithelial ovarian cancer ; Female ; Female genital diseases ; Gynecology. Andrology. Obstetrics ; Humans ; Immunohistochemistry ; Investigative techniques, diagnostic techniques (general aspects) ; Kaplan-Meier Estimate ; MAD2 ; Mad2 Proteins ; Medical sciences ; MicroRNAs - metabolism ; miR-433 ; Multivariate Analysis ; Neoplasm Grading ; Neoplasm Staging ; Neoplasms, Cystic, Mucinous, and Serous - genetics ; Neoplasms, Cystic, Mucinous, and Serous - metabolism ; Neoplasms, Cystic, Mucinous, and Serous - mortality ; Neoplasms, Cystic, Mucinous, and Serous - pathology ; Neoplasms, Cystic, Mucinous, and Serous - therapy ; Neoplasms, Glandular and Epithelial - drug therapy ; Neoplasms, Glandular and Epithelial - genetics ; Neoplasms, Glandular and Epithelial - metabolism ; Neoplasms, Glandular and Epithelial - mortality ; Neoplasms, Glandular and Epithelial - pathology ; Original Papers ; Ovarian Neoplasms - drug therapy ; Ovarian Neoplasms - genetics ; Ovarian Neoplasms - metabolism ; Ovarian Neoplasms - mortality ; Ovarian Neoplasms - pathology ; paclitaxel ; Paclitaxel - administration &amp; dosage ; Paraffin Embedding ; Pathology. Cytology. Biochemistry. Spectrometry. Miscellaneous investigative techniques ; Proportional Hazards Models ; Repressor Proteins - genetics ; Repressor Proteins - metabolism ; Retrospective Studies ; Risk Assessment ; Risk Factors ; RNA Interference ; Time Factors ; Transfection ; Treatment Outcome ; Tumors</subject><ispartof>The Journal of pathology, 2012-04, Vol.226 (5), p.746-755</ispartof><rights>Copyright © 2012 Pathological Society of Great Britain and Ireland. Published by John Wiley &amp; Sons, Ltd.</rights><rights>2015 INIST-CNRS</rights><rights>Copyright © 2012 Pathological Society of Great Britain and Ireland. 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Pathol</addtitle><description>Epithelial ovarian cancer (EOC) has an innate susceptibility to become chemoresistant. Up to 30% of patients do not respond to conventional chemotherapy [paclitaxel (Taxol®) in combination with carboplatin] and, of those who have an initial response, many patients relapse. Therefore, an understanding of the molecular mechanisms that regulate cellular chemotherapeutic responses in EOC cells has the potential to impact significantly on patient outcome. The mitotic arrest deficiency protein 2 (MAD2), is a centrally important mediator of the cellular response to paclitaxel. MAD2 immunohistochemical analysis was performed on 82 high‐grade serous EOC samples. A multivariate Cox regression analysis of nuclear MAD2 IHC intensity adjusting for stage, tumour grade and optimum surgical debulking revealed that low MAD2 IHC staining intensity was significantly associated with reduced progression‐free survival (PFS) (p = 0.0003), with a hazard ratio of 4.689. The in vitro analyses of five ovarian cancer cell lines demonstrated that cells with low MAD2 expression were less sensitive to paclitaxel. Furthermore, paclitaxel‐induced activation of the spindle assembly checkpoint (SAC) and apoptotic cell death was abrogated in cells transfected with MAD2 siRNA. In silico analysis identified a miR‐433 binding domain in the MAD2 3′ UTR, which was verified in a series of experiments. Firstly, MAD2 protein expression levels were down‐regulated in pre‐miR‐433 transfected A2780 cells. Secondly, pre‐miR‐433 suppressed the activity of a reporter construct containing the 3′‐UTR of MAD2. Thirdly, blocking miR‐433 binding to the MAD2 3′ UTR protected MAD2 from miR‐433 induced protein down‐regulation. Importantly, reduced MAD2 protein expression in pre‐miR‐433‐transfected A2780 cells rendered these cells less sensitive to paclitaxel. In conclusion, loss of MAD2 protein expression results in increased resistance to paclitaxel in EOC cells. Measuring MAD2 IHC staining intensity may predict paclitaxel responses in women presenting with high‐grade serous EOC. Copyright © 2012 Pathological Society of Great Britain and Ireland. Published by John Wiley &amp; Sons, Ltd.</description><subject>3' Untranslated Regions</subject><subject>Antineoplastic Combined Chemotherapy Protocols - therapeutic use</subject><subject>Biological and medical sciences</subject><subject>Biomarkers, Tumor - genetics</subject><subject>Biomarkers, Tumor - metabolism</subject><subject>Calcium-Binding Proteins - genetics</subject><subject>Calcium-Binding Proteins - metabolism</subject><subject>Carboplatin - administration &amp; dosage</subject><subject>Carcinoma, Ovarian Epithelial</subject><subject>Cell Cycle Proteins - genetics</subject><subject>Cell Cycle Proteins - metabolism</subject><subject>Cell Line, Tumor</subject><subject>chemoresistance</subject><subject>Chemotherapy, Adjuvant</subject><subject>Disease-Free Survival</subject><subject>Dose-Response Relationship, Drug</subject><subject>Down-Regulation</subject><subject>Drug Resistance, Neoplasm - genetics</subject><subject>epithelial ovarian cancer</subject><subject>Female</subject><subject>Female genital diseases</subject><subject>Gynecology. Andrology. Obstetrics</subject><subject>Humans</subject><subject>Immunohistochemistry</subject><subject>Investigative techniques, diagnostic techniques (general aspects)</subject><subject>Kaplan-Meier Estimate</subject><subject>MAD2</subject><subject>Mad2 Proteins</subject><subject>Medical sciences</subject><subject>MicroRNAs - metabolism</subject><subject>miR-433</subject><subject>Multivariate Analysis</subject><subject>Neoplasm Grading</subject><subject>Neoplasm Staging</subject><subject>Neoplasms, Cystic, Mucinous, and Serous - genetics</subject><subject>Neoplasms, Cystic, Mucinous, and Serous - metabolism</subject><subject>Neoplasms, Cystic, Mucinous, and Serous - mortality</subject><subject>Neoplasms, Cystic, Mucinous, and Serous - pathology</subject><subject>Neoplasms, Cystic, Mucinous, and Serous - therapy</subject><subject>Neoplasms, Glandular and Epithelial - drug therapy</subject><subject>Neoplasms, Glandular and Epithelial - genetics</subject><subject>Neoplasms, Glandular and Epithelial - metabolism</subject><subject>Neoplasms, Glandular and Epithelial - mortality</subject><subject>Neoplasms, Glandular and Epithelial - pathology</subject><subject>Original Papers</subject><subject>Ovarian Neoplasms - drug therapy</subject><subject>Ovarian Neoplasms - genetics</subject><subject>Ovarian Neoplasms - metabolism</subject><subject>Ovarian Neoplasms - mortality</subject><subject>Ovarian Neoplasms - pathology</subject><subject>paclitaxel</subject><subject>Paclitaxel - administration &amp; dosage</subject><subject>Paraffin Embedding</subject><subject>Pathology. Cytology. Biochemistry. Spectrometry. Miscellaneous investigative techniques</subject><subject>Proportional Hazards Models</subject><subject>Repressor Proteins - genetics</subject><subject>Repressor Proteins - metabolism</subject><subject>Retrospective Studies</subject><subject>Risk Assessment</subject><subject>Risk Factors</subject><subject>RNA Interference</subject><subject>Time Factors</subject><subject>Transfection</subject><subject>Treatment Outcome</subject><subject>Tumors</subject><issn>0022-3417</issn><issn>1096-9896</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2012</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>WIN</sourceid><sourceid>EIF</sourceid><recordid>eNp1kc2O0zAUhS0EYsrAghdA3rBgkRn_xHa8QSoFZpA6gEQRS8t1rltDJonsNJ15Ax4bVykFFqws-X7nnKt7EHpOyQUlhF32dthecMLFAzSjRMtCV1o-RLM8YwUvqTpDT1L6TgjRWojH6IwxIjWVZIZ-Lrs9vpm_ZRju-ggpha7FDYzQJGxT6lywA-B9GLY4Qr1zUOM-dpsjWfgIgNMujmG0DQ4tzqsEaIc0SbZhsy020dYZgtjtEoY-_0MTMt2NNgbbYmdbB_EpeuRtk-DZ8T1HX9-_Wy2ui-Wnqw-L-bJwZcVEwZlfS6mJ53ztvFauIpILzj1nde2ZB1paWlFRs9IqzoE5V5Zeukr4dSVUzc_R68m3361voXZ52Wgb08dwa-O96Www_07asDWbbjRcaE4VzQavJgMXu5Qi-JOWEnOowxzqMIc6Mvvi77AT-fv-GXh5BGxytvEx3yKkP5yQVDOlMnc5cfvQwP3_E83n-er6GF1MipAGuDspbPxhpOJKmG8frwxTbxZafbkxK_4L8hm1cA</recordid><startdate>201204</startdate><enddate>201204</enddate><creator>Furlong, Fiona</creator><creator>Fitzpatrick, Patricia</creator><creator>O'Toole, Sharon</creator><creator>Phelan, Sine</creator><creator>McGrogan, Barbara</creator><creator>Maguire, Aoife</creator><creator>O'Grady, Anthony</creator><creator>Gallagher, Michael</creator><creator>Prencipe, Maria</creator><creator>McGoldrick, Aloysius</creator><creator>McGettigan, Paul</creator><creator>Brennan, Donal</creator><creator>Sheils, Orla</creator><creator>Martin, Cara</creator><creator>W Kay, Elaine</creator><creator>O'Leary, John</creator><creator>McCann, Amanda</creator><general>John Wiley &amp; Sons, Ltd</general><general>Wiley</general><scope>BSCLL</scope><scope>24P</scope><scope>WIN</scope><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>5PM</scope></search><sort><creationdate>201204</creationdate><title>Low MAD2 expression levels associate with reduced progression-free survival in patients with high-grade serous epithelial ovarian cancer</title><author>Furlong, Fiona ; Fitzpatrick, Patricia ; O'Toole, Sharon ; Phelan, Sine ; McGrogan, Barbara ; Maguire, Aoife ; O'Grady, Anthony ; Gallagher, Michael ; Prencipe, Maria ; McGoldrick, Aloysius ; McGettigan, Paul ; Brennan, Donal ; Sheils, Orla ; Martin, Cara ; W Kay, Elaine ; O'Leary, John ; McCann, Amanda</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4825-32fb6690f33bcf97c8063533f32ddf2fe14a1815d24a733e2cc44f6c85fb857d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2012</creationdate><topic>3' Untranslated Regions</topic><topic>Antineoplastic Combined Chemotherapy Protocols - therapeutic use</topic><topic>Biological and medical sciences</topic><topic>Biomarkers, Tumor - genetics</topic><topic>Biomarkers, Tumor - metabolism</topic><topic>Calcium-Binding Proteins - genetics</topic><topic>Calcium-Binding Proteins - metabolism</topic><topic>Carboplatin - administration &amp; dosage</topic><topic>Carcinoma, Ovarian Epithelial</topic><topic>Cell Cycle Proteins - genetics</topic><topic>Cell Cycle Proteins - metabolism</topic><topic>Cell Line, Tumor</topic><topic>chemoresistance</topic><topic>Chemotherapy, Adjuvant</topic><topic>Disease-Free Survival</topic><topic>Dose-Response Relationship, Drug</topic><topic>Down-Regulation</topic><topic>Drug Resistance, Neoplasm - genetics</topic><topic>epithelial ovarian cancer</topic><topic>Female</topic><topic>Female genital diseases</topic><topic>Gynecology. Andrology. Obstetrics</topic><topic>Humans</topic><topic>Immunohistochemistry</topic><topic>Investigative techniques, diagnostic techniques (general aspects)</topic><topic>Kaplan-Meier Estimate</topic><topic>MAD2</topic><topic>Mad2 Proteins</topic><topic>Medical sciences</topic><topic>MicroRNAs - metabolism</topic><topic>miR-433</topic><topic>Multivariate Analysis</topic><topic>Neoplasm Grading</topic><topic>Neoplasm Staging</topic><topic>Neoplasms, Cystic, Mucinous, and Serous - genetics</topic><topic>Neoplasms, Cystic, Mucinous, and Serous - metabolism</topic><topic>Neoplasms, Cystic, Mucinous, and Serous - mortality</topic><topic>Neoplasms, Cystic, Mucinous, and Serous - pathology</topic><topic>Neoplasms, Cystic, Mucinous, and Serous - therapy</topic><topic>Neoplasms, Glandular and Epithelial - drug therapy</topic><topic>Neoplasms, Glandular and Epithelial - genetics</topic><topic>Neoplasms, Glandular and Epithelial - metabolism</topic><topic>Neoplasms, Glandular and Epithelial - mortality</topic><topic>Neoplasms, Glandular and Epithelial - pathology</topic><topic>Original Papers</topic><topic>Ovarian Neoplasms - drug therapy</topic><topic>Ovarian Neoplasms - genetics</topic><topic>Ovarian Neoplasms - metabolism</topic><topic>Ovarian Neoplasms - mortality</topic><topic>Ovarian Neoplasms - pathology</topic><topic>paclitaxel</topic><topic>Paclitaxel - administration &amp; dosage</topic><topic>Paraffin Embedding</topic><topic>Pathology. 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Pathol</addtitle><date>2012-04</date><risdate>2012</risdate><volume>226</volume><issue>5</issue><spage>746</spage><epage>755</epage><pages>746-755</pages><issn>0022-3417</issn><eissn>1096-9896</eissn><coden>JPTLAS</coden><abstract>Epithelial ovarian cancer (EOC) has an innate susceptibility to become chemoresistant. Up to 30% of patients do not respond to conventional chemotherapy [paclitaxel (Taxol®) in combination with carboplatin] and, of those who have an initial response, many patients relapse. Therefore, an understanding of the molecular mechanisms that regulate cellular chemotherapeutic responses in EOC cells has the potential to impact significantly on patient outcome. The mitotic arrest deficiency protein 2 (MAD2), is a centrally important mediator of the cellular response to paclitaxel. MAD2 immunohistochemical analysis was performed on 82 high‐grade serous EOC samples. A multivariate Cox regression analysis of nuclear MAD2 IHC intensity adjusting for stage, tumour grade and optimum surgical debulking revealed that low MAD2 IHC staining intensity was significantly associated with reduced progression‐free survival (PFS) (p = 0.0003), with a hazard ratio of 4.689. The in vitro analyses of five ovarian cancer cell lines demonstrated that cells with low MAD2 expression were less sensitive to paclitaxel. Furthermore, paclitaxel‐induced activation of the spindle assembly checkpoint (SAC) and apoptotic cell death was abrogated in cells transfected with MAD2 siRNA. In silico analysis identified a miR‐433 binding domain in the MAD2 3′ UTR, which was verified in a series of experiments. Firstly, MAD2 protein expression levels were down‐regulated in pre‐miR‐433 transfected A2780 cells. Secondly, pre‐miR‐433 suppressed the activity of a reporter construct containing the 3′‐UTR of MAD2. Thirdly, blocking miR‐433 binding to the MAD2 3′ UTR protected MAD2 from miR‐433 induced protein down‐regulation. Importantly, reduced MAD2 protein expression in pre‐miR‐433‐transfected A2780 cells rendered these cells less sensitive to paclitaxel. In conclusion, loss of MAD2 protein expression results in increased resistance to paclitaxel in EOC cells. Measuring MAD2 IHC staining intensity may predict paclitaxel responses in women presenting with high‐grade serous EOC. Copyright © 2012 Pathological Society of Great Britain and Ireland. Published by John Wiley &amp; Sons, Ltd.</abstract><cop>Chichester, UK</cop><pub>John Wiley &amp; Sons, Ltd</pub><pmid>22069160</pmid><doi>10.1002/path.3035</doi><tpages>10</tpages><oa>free_for_read</oa></addata></record>
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identifier ISSN: 0022-3417
ispartof The Journal of pathology, 2012-04, Vol.226 (5), p.746-755
issn 0022-3417
1096-9896
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source MEDLINE; Wiley Online Library Journals Frontfile Complete
subjects 3' Untranslated Regions
Antineoplastic Combined Chemotherapy Protocols - therapeutic use
Biological and medical sciences
Biomarkers, Tumor - genetics
Biomarkers, Tumor - metabolism
Calcium-Binding Proteins - genetics
Calcium-Binding Proteins - metabolism
Carboplatin - administration & dosage
Carcinoma, Ovarian Epithelial
Cell Cycle Proteins - genetics
Cell Cycle Proteins - metabolism
Cell Line, Tumor
chemoresistance
Chemotherapy, Adjuvant
Disease-Free Survival
Dose-Response Relationship, Drug
Down-Regulation
Drug Resistance, Neoplasm - genetics
epithelial ovarian cancer
Female
Female genital diseases
Gynecology. Andrology. Obstetrics
Humans
Immunohistochemistry
Investigative techniques, diagnostic techniques (general aspects)
Kaplan-Meier Estimate
MAD2
Mad2 Proteins
Medical sciences
MicroRNAs - metabolism
miR-433
Multivariate Analysis
Neoplasm Grading
Neoplasm Staging
Neoplasms, Cystic, Mucinous, and Serous - genetics
Neoplasms, Cystic, Mucinous, and Serous - metabolism
Neoplasms, Cystic, Mucinous, and Serous - mortality
Neoplasms, Cystic, Mucinous, and Serous - pathology
Neoplasms, Cystic, Mucinous, and Serous - therapy
Neoplasms, Glandular and Epithelial - drug therapy
Neoplasms, Glandular and Epithelial - genetics
Neoplasms, Glandular and Epithelial - metabolism
Neoplasms, Glandular and Epithelial - mortality
Neoplasms, Glandular and Epithelial - pathology
Original Papers
Ovarian Neoplasms - drug therapy
Ovarian Neoplasms - genetics
Ovarian Neoplasms - metabolism
Ovarian Neoplasms - mortality
Ovarian Neoplasms - pathology
paclitaxel
Paclitaxel - administration & dosage
Paraffin Embedding
Pathology. Cytology. Biochemistry. Spectrometry. Miscellaneous investigative techniques
Proportional Hazards Models
Repressor Proteins - genetics
Repressor Proteins - metabolism
Retrospective Studies
Risk Assessment
Risk Factors
RNA Interference
Time Factors
Transfection
Treatment Outcome
Tumors
title Low MAD2 expression levels associate with reduced progression-free survival in patients with high-grade serous epithelial ovarian cancer
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