Integrated MicroRNA-mRNA Profiling Identifies Oncostatin M as a Marker of Mesenchymal-Like ER-Negative/HER2-Negative Breast Cancer

被引:15
作者
Bottai, Giulia [1 ]
Diao, Lixia [2 ]
Baggerly, Keith A. [2 ]
Paladini, Laura [1 ]
Gyorffy, Balzs [3 ,4 ]
Raschioni, Carlotta [1 ]
Pusztai, Lajos [5 ]
Calin, George A. [6 ,7 ]
Santarpia, Libero [1 ]
机构
[1] Humanitas Clin & Res Inst, Oncol Expt Therapeut, I-20089 Rozzano Milan, Italy
[2] Univ Texas MD Anderson Canc Ctr, Dept Bioinformat & Computat Biol, Houston, TX 77030 USA
[3] Semmelweis Univ, Dept Pediat 2, H-1094 Budapest, Hungary
[4] Hungarian Acad Sci, MTA TTK Lendlet Canc Biomarker Res Grp, H-1117 Budapest, Hungary
[5] Yale Univ, Dept Breast Med Oncol, Yale Canc Ctr, New Haven, CT 06520 USA
[6] Univ Texas MD Anderson Canc Ctr, Dept Expt Therapeut, Houston, TX 77030 USA
[7] Univ Texas MD Anderson Canc Ctr, RNA Interference & Noncoding RNA Ctr, Houston, TX 77030 USA
关键词
breast cancer; microRNAs; molecular subtypes; immune response; Oncostatin M; GENE-EXPRESSION; PROGNOSIS; PATHWAYS; SUBTYPES; TUMORS; DIFFERENTIATION; SIGNATURE; INVASION; REVEALS; STAT3;
D O I
10.3390/ijms18010194
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
070307 [化学生物学]; 071010 [生物化学与分子生物学];
摘要
MicroRNAs (miRNAs) simultaneously modulate different oncogenic networks, establishing a dynamic system of gene expression and pathway regulation. In this study, we analyzed global miRNA and messenger RNA (mRNA) expression profiles of 17 cell lines representing different molecular breast cancer subtypes. Spearman's rank correlation test was used to evaluate the correlation between miRNA and mRNA expression. Hierarchical clustering and pathway analysis were also performed. Publicly available gene expression profiles (n = 699) and tumor tissues (n = 80) were analyzed to assess the relevance of key miRNA-regulated pathways in human breast cancer. We identified 39 significantly deregulated miRNAs, and the integration between miRNA and mRNA data revealed the importance of immune-related pathways, particularly the Oncostatin M (OSM) signaling, associated with mesenchymal-like breast cancer cells. OSM levels correlated with genes involved in the inflammatory response, epithelial-to-mesenchymal transition (EMT), and epidermal growth factor (EGF) signaling in human estrogen receptor (ER)-negative/human epidermal growth factor receptor 2 (HER2)-negative breast cancer. Our results suggest that the deregulation of specific miRNAs may cooperatively impair immune and EMT pathways. The identification of the OSM inflammatory pathway as an important mediator of EMT in triple-negative breast cancer (TNBC) may provide a novel potential opportunity to improve therapeutic strategies.
引用
收藏
页数:13
相关论文
共 41 条
[1]
Sequence analysis of mutations and translocations across breast cancer subtypes [J].
Banerji, Shantanu ;
Cibulskis, Kristian ;
Rangel-Escareno, Claudia ;
Brown, Kristin K. ;
Carter, Scott L. ;
Frederick, Abbie M. ;
Lawrence, Michael S. ;
Sivachenko, Andrey Y. ;
Sougnez, Carrie ;
Zou, Lihua ;
Cortes, Maria L. ;
Fernandez-Lopez, Juan C. ;
Peng, Shouyong ;
Ardlie, Kristin G. ;
Auclair, Daniel ;
Bautista-Pina, Veronica ;
Duke, Fujiko ;
Francis, Joshua ;
Jung, Joonil ;
Maffuz-Aziz, Antonio ;
Onofrio, Robert C. ;
Parkin, Melissa ;
Pho, Nam H. ;
Quintanar-Jurado, Valeria ;
Ramos, Alex H. ;
Rebollar-Vega, Rosa ;
Rodriguez-Cuevas, Sergio ;
Romero-Cordoba, Sandra L. ;
Schumacher, Steven E. ;
Stransky, Nicolas ;
Thompson, Kristin M. ;
Uribe-Figueroa, Laura ;
Baselga, Jose ;
Beroukhim, Rameen ;
Polyak, Kornelia ;
Sgroi, Dennis C. ;
Richardson, Andrea L. ;
Jimenez-Sanchez, Gerardo ;
Lander, Eric S. ;
Gabriel, Stacey B. ;
Garraway, Levi A. ;
Golub, Todd R. ;
Melendez-Zajgla, Jorge ;
Toker, Alex ;
Getz, Gad ;
Hidalgo-Miranda, Alfredo ;
Meyerson, Matthew .
NATURE, 2012, 486 (7403) :405-409
[2]
MicroRNA expression profiling of human breast cancer identifies new markers of tumor subtype [J].
Blenkiron, Cherie ;
Goldstein, Leonard D. ;
Thorne, Natalie P. ;
Spiteri, Inmaculada ;
Chin, Suet-Feung ;
Dunning, Mark J. ;
Barbosa-Morais, Nuno L. ;
Teschendorff, Andrew E. ;
Green, Andrew R. ;
Ellis, Ian O. ;
Tavare, Simon ;
Caldas, Carlos ;
Miska, Eric A. .
GENOME BIOLOGY, 2007, 8 (10)
[3]
AXL-associated tumor inflammation as a poor prognostic signature in chemotherapy-treated triple-negative breast cancer patients [J].
Bottai G. ;
Raschioni C. ;
Székely B. ;
Di Tommaso L. ;
Szász A.M. ;
Losurdo A. ;
Győrffy B. ;
Ács B. ;
Torrisi R. ;
Karachaliou N. ;
Tőkés T. ;
Caruso M. ;
Kulka J. ;
Roncalli M. ;
Santoro A. ;
Mantovani A. ;
Rosell R. ;
Reis-Filho J.S. ;
Santarpia L. .
npj Breast Cancer, 2 (1)
[4]
microRNA-Associated Progression Pathways and Potential Therapeutic Targets Identified by Integrated mRNA and microRNA Expression Profiling in Breast Cancer [J].
Buffa, Francesca M. ;
Camps, Carme ;
Winchester, Laura ;
Snell, Cameron E. ;
Gee, Harriet E. ;
Sheldon, Helen ;
Taylor, Marian ;
Harris, Adrian L. ;
Ragoussis, Jiannis .
CANCER RESEARCH, 2011, 71 (17) :5635-5645
[5]
The genomic and transcriptomic architecture of 2,000 breast tumours reveals novel subgroups [J].
Curtis, Christina ;
Shah, Sohrab P. ;
Chin, Suet-Feung ;
Turashvili, Gulisa ;
Rueda, Oscar M. ;
Dunning, Mark J. ;
Speed, Doug ;
Lynch, Andy G. ;
Samarajiwa, Shamith ;
Yuan, Yinyin ;
Graef, Stefan ;
Ha, Gavin ;
Haffari, Gholamreza ;
Bashashati, Ali ;
Russell, Roslin ;
McKinney, Steven ;
Langerod, Anita ;
Green, Andrew ;
Provenzano, Elena ;
Wishart, Gordon ;
Pinder, Sarah ;
Watson, Peter ;
Markowetz, Florian ;
Murphy, Leigh ;
Ellis, Ian ;
Purushotham, Arnie ;
Borresen-Dale, Anne-Lise ;
Brenton, James D. ;
Tavare, Simon ;
Caldas, Carlos ;
Aparicio, Samuel .
NATURE, 2012, 486 (7403) :346-352
[6]
Integrative investigation on breast cancer in ER, PR and HER2-defined subgroups using mRNA and miRNA expression profiling [J].
Dai, Xiaofeng ;
Chen, Ana ;
Bai, Zhonghu .
SCIENTIFIC REPORTS, 2014, 4
[7]
Integrated genomic analysis of triple-negative breast cancers reveals novel microRNAs associated with clinical and molecular phenotypes and sheds light on the pathways they control [J].
de Rinaldis, Emanuele ;
Gazinska, Patrycja ;
Mera, Anca ;
Modrusan, Zora ;
Fedorowicz, Grazyna M. ;
Burford, Brian ;
Gillett, Cheryl ;
Marra, Pierfrancesco ;
Grigoriadis, Anita ;
Dornan, David ;
Holmberg, Lars ;
Pinder, Sarah ;
Tutt, Andrew .
BMC GENOMICS, 2013, 14
[8]
Douglas AM, 1998, INT J CANCER, V75, P64, DOI 10.1002/(SICI)1097-0215(19980105)75:1<64::AID-IJC11>3.0.CO
[9]
2-D
[10]
The immune contexture in human tumours: impact on clinical outcome [J].
Fridman, Wolf Herman ;
Pages, Franck ;
Sautes-Fridman, Catherine ;
Galon, Jerome .
NATURE REVIEWS CANCER, 2012, 12 (04) :298-306