Integrated High-throughput Transcriptomic Data Identifies Survivin as a Potential Breast Cancer Therapeutic Biomarker

被引:2
作者
Mirza, Zeenat [1 ,2 ,3 ]
机构
[1] King Abdulaziz Univ, King Fahd Med Res Ctr, Jeddah, Saudi Arabia
[2] King Abdulaziz Univ, Fac Appl Med Sci, Dept Med Lab Sci, Jeddah, Saudi Arabia
[3] King Abdulaziz Univ, King Fahd Med Res Ctr, POB 80216, Jeddah 21589, Saudi Arabia
关键词
Breast cancer; transcriptomics; biomarkers; docking; pathway analysis; survivin; GENE-EXPRESSION; APOPTOSIS; COMBINATION; SUPPRESSANT; SIGNATURES; QUERCETIN; INHIBITOR; WITHANONE; NETWORKS; BOREALIN;
D O I
10.2174/0929867330666230516102017
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Background Breast cancer is the leading cause of cancer-related mortality among women worldwide. Advanced stages are usually obstinate with chemotherapy, resulting in a poor prognosis; however, they are treatable if diagnosed early.Objective Identifying biomarkers that can detect cancer early or have therapeutic significance is imperative.Methods Herein, a comprehensive bioinformatics-based transcriptomics study of breast cancer for identifying differentially expressed genes (DEGs), followed by a screening of potential compounds by molecular docking, was performed. Genome-wide mRNA expression data of breast cancer patients (n=248) and controls (n=65) were retrieved from the GEO database for meta-analysis. Statistically significant DEGs were used for enrichment analysis based on ingenuity pathway analysis and protein-protein network analysis.Results A total of 3096 unique DEGs (965 up-regulated and 2131 down-regulated) were mapped as biologically relevant. The most upregulated genes were COL10A1, COL11A1, TOP2A, BIRC5 (survivin), MMP11, S100P, RARA, and the most downregulated genes were ADIPOQ, LEP, CFD, PCK1 and HBA2. Transcriptomic and molecular pathway analyses identified BIRC5/survivin as a significant DEG. Kinetochore metaphase signaling is recognized as a prominent dysregulated canonical pathway. Protein-protein interaction study revealed that KIF2C, KIF20A, KIF23, CDCA8, AURKA, AURKB, INCENP, CDK1, BUB1 and CENPA are BIRC5-associated proteins. Molecular docking was performed to exhibit binding interactions with multiple natural ligands.Conclusion BIRC5 is a promising predictive marker and a potential therapeutic target in breast cancer. Further large-scale studies are required to correlate the significance of BIRC5 in breast cancer, leading to a step toward the clinical translation of novel diagnostic and therapeutic options.
引用
收藏
页码:649 / 663
页数:15
相关论文
共 56 条
[1]  
Abdelhamed S, 2014, ANTICANCER RES, V34, P1893
[2]   Somatic mutation analysis of MYH11 in breast and prostate cancer [J].
Alhopuro, Pia ;
Karhu, Auli ;
Winqvist, Robert ;
Waltering, Kati ;
Visakorpi, Tapio ;
Aaltonen, Lauri A. .
BMC CANCER, 2008, 8 (1)
[3]   Opinion - Survivin, cancer networks and pathway-directed drug discovery [J].
Altieri, Dario C. .
NATURE REVIEWS CANCER, 2008, 8 (01) :61-70
[4]   Targeted therapy by disabling crossroad signaling networks:: the survivin paradigm [J].
Altieri, DC .
MOLECULAR CANCER THERAPEUTICS, 2006, 5 (03) :478-482
[5]   Inflammation-associated cell cycle-independent block of apoptosis by survivin in terminally differentiated neutrophils [J].
Altznauer, F ;
Martinelli, S ;
Yousefi, S ;
Thürig, C ;
Schmid, I ;
Conway, EM ;
Schöni, MH ;
Vogt, P ;
Mueller, C ;
Fey, MF ;
Zangemeister-Wittke, U ;
Simon, HU .
JOURNAL OF EXPERIMENTAL MEDICINE, 2004, 199 (10) :1343-1354
[6]  
[Anonymous], 2021, I Breast Cancer
[7]   Inducing G2/M Cell Cycle Arrest and Apoptosis through Generation Reactive Oxygen Species (ROS)-Mediated Mitochondria Pathway in HT-29 Cells by Dentatin (DEN) and Dentatin Incorporated in Hydroxypropyl-β-Cyclodextrin (DEN-HPβCD) [J].
Ashwaq, Al-Abboodi Shakir ;
Al-Qubaisi, Mothanna Sadiq ;
Rasedee, Abdullah ;
Abdul, Ahmad Bustamam ;
Taufiq-Yap, Yun Hin ;
Yeap, Swee Keong .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2016, 17 (10)
[8]   Antisense Inhibition of Survivin Expression as a Cancer Therapeutic [J].
Carrasco, Rosa A. ;
Stamm, Nancy B. ;
Marcusson, Eric ;
Sandusky, George ;
Iversen, Philip ;
Patel, Bharvin K. R. .
MOLECULAR CANCER THERAPEUTICS, 2011, 10 (02) :221-232
[9]   Molecular signatures suggest a major role for stromal cells in development of invasive breast cancer [J].
Casey, Theresa ;
Bond, Jeffrey ;
Tighe, Scott ;
Hunter, Timothy ;
Lintault, Laura ;
Patel, Osman ;
Eneman, Jonathan ;
Crocker, Abigail ;
White, Jeffrey ;
Tessitore, Joseph ;
Stanley, Mary ;
Harlow, Seth ;
Weaver, Donald ;
Muss, Hyman ;
Plaut, Karen .
BREAST CANCER RESEARCH AND TREATMENT, 2009, 114 (01) :47-62
[10]   UALCAN: A Portal for Facilitating Tumor Subgroup Gene Expression and Survival Analyses [J].
Chandrashekar, Darshan S. ;
Bashel, Bhuwan ;
Balasubramanya, Sai Akshaya Hodigere ;
Creighton, Chad J. ;
Ponce-Rodriguez, Israel ;
Chakravarthi, Balabhadrapatruni V. S. K. ;
Varambally, Sooryanarayana .
NEOPLASIA, 2017, 19 (08) :649-658