Seeking for Correlative Genes and Signaling Pathways With Bone Metastasis From Breast Cancer by Integrated Analysis

被引:52
作者
Zhang, Yu [1 ]
He, Wendan [2 ]
Zhang, Sen [3 ,4 ]
机构
[1] First Peoples Hosp Chengdu, Dept Orthopaed, Chengdu, Sichuan, Peoples R China
[2] Southern Med Univ, Shenzhen Hosp, Dept Stomatol, Shenzhen, Peoples R China
[3] Chinese Acad Med Sci, Inst Mat Med, State Key Lab Bioact Subst & Funct Nat Med, Beijing, Peoples R China
[4] Peking Union Med Coll, Beijing, Peoples R China
关键词
breast cancer; bone metastasis; diagnose; mRNA expression profile; protein-protein interaction; transcription factors-target gene; INDUCED OSTEOLYSIS; EXPRESSION; CELLS; DEHYDROGENASE/REDUCTASE; BISPHOSPHONATES; SIALOPROTEIN; MECHANISMS; CD200;
D O I
10.3389/fonc.2019.00138
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Bone metastasis frequently occurs in advanced breast cancer patients, and it is one of major causes of breast cancer associated mortality. The aim of the current study is to identify potential genes and related signaling pathways in the pathophysiology of breast cancer bone metastasis. Methods: Three mRNA expression datasets for breast cancer bone metastasis were obtained from Gene Expression Omnibus (GEO) dataset. The differentially expressed genes (DEGs) were obtained. Functional analyses, protein-protein interaction (PPI) network, and transcription factors (TFs)-target genes network was constructed. Real-time PCR using clinical specimens was conducted to justify the results from integrated analysis. Results: A 749 DEGs were obtained. Osteoclast differentiation and rheumatoid arthritis were two significantly enriched signaling pathways for DEGs in the bone metastasis of breast cancer. SMAD7 (degree = 10), TGFBR2 (degree = 9), VIM (degree = 8), FOS (degree = 8), PDGFRB (degree = 7), COL5A1 (degree = 6), ARRB2 (degree = 6), and ITGAV (degree = 6) were high degree genes in the PPI network. ETS1 (degree = 12), SPI1 (degree = 12), FOS (degree = 10), FLI1 (degree = 5), KLF4 (degree = 4), JUNB (degree = 4), NR3C1 (degree = 4) were high degree genes in the TFs-target genes network. Validated by QRT-PCR, the expression levels of IBSP, MMP9, MMP13, TNFAIP6, CD200, DHRS3, ASS1, RIPK4, VIM, and PROM1 were roughly consistent with our integrated analysis. Except PROM1, the other genes had a diagnose value for breast cancer bone metastasis. Conclusions : The identified DEGs and signaling pathways may make contribution for understanding the pathological mechanism of bone metastasis from breast cancer.
引用
收藏
页数:13
相关论文
共 55 条
[11]  
Cerignoli F, 2002, CANCER RES, V62, P1196
[12]   Anti-inflammatory protein TSG-6 secreted by activated MSCs attenuates zymosan-induced mouse peritonitis by decreasing TLR2/NF-κB signaling in resident macrophages [J].
Choi, Hosoon ;
Lee, Ryang Hwa ;
Bazhanov, Nikolay ;
Oh, Joo Youn ;
Prockop, Darwin J. .
BLOOD, 2011, 118 (02) :330-338
[13]   The role of bisphosphonates in breast cancer [J].
Coleman, RE .
BREAST, 2004, 13 :S19-S28
[14]   Identifying breast cancer patients at high risk for bone metastases [J].
Colleoni, M ;
O'Neill, A ;
Goldhirsch, A ;
Gelber, RD ;
Bonetti, M ;
Thürlimann, B ;
Price, KN ;
Castiglione-Gertsch, M ;
Coates, AS ;
Lindtner, J ;
Collins, J ;
Senn, HJ ;
Cavalli, F ;
Forbes, J ;
Gudgeon, A ;
Simoncini, E ;
Cortes-Funes, H ;
Veronesi, A ;
Fey, M ;
Rudenstam, CM .
JOURNAL OF CLINICAL ONCOLOGY, 2000, 18 (23) :3925-3935
[15]   Breast Cancer Statistics, 2015: Convergence of Incidence Rates Between Black and White Women [J].
DeSantis, Carol E. ;
Fedewa, Stacey A. ;
Sauer, Ann Goding ;
Kramer, Joan L. ;
Smith, Robert A. ;
Jemal, Ahmedin .
CA-A CANCER JOURNAL FOR CLINICIANS, 2016, 66 (01) :31-42
[16]  
Edwards Claire M, 2008, Int J Med Sci, V5, P263
[17]   Bidirectional effect of CD200 on breast cancer development and metastasis, with ultimate outcome determined by tumor aggressiveness and a cancer-induced inflammatory response [J].
Erin, N. ;
Podnos, A. ;
Tanriover, G. ;
Duymus, O. ;
Cote, E. ;
Khatri, I. ;
Gorczynski, R. M. .
ONCOGENE, 2015, 34 (29) :3860-3870
[18]  
Erin Nuray, 2018, Oncotarget, V9, P19147, DOI 10.18632/oncotarget.24931
[19]   Role of CD200 expression in regulation of metastasis of EMT6 tumor cells in mice [J].
Gorczynski, Reginald M. ;
Clark, David A. ;
Erin, Nuray ;
Khatri, Ismat .
BREAST CANCER RESEARCH AND TREATMENT, 2011, 130 (01) :49-60
[20]   Mesenchymal Stromal Cells: Emerging Roles in Bone Metastasis [J].
Graham, Nicola ;
Qian, Bin-Zhi .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2018, 19 (04)