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    Prognostic Biomarker Selection for Breast Cancer using Bioinformatics and Deep Learning

    , M.Sc. Thesis Sharif University of Technology Salimi , Adel (Author) ; Sharifi Zarchi, Ali (Supervisor)
    Abstract
    Triple Negative Breast Cancer (TNBC) is an invasive subtype of breast cancer. Finding prognostic biomarkers is helpful in choosing the appropriate treatment procedure for patients of this cancer. In recent years, the role of microRNAs in various biological processes, including cancer, has been identified, and their accessibility and stability have made these types of molecules an ideal biomarker. In the first phase of this study, with the aim of overcoming the limitations of previous studies, a new bioinformatics protocol has been proposed to investigate the prognostic miRNAs of triple negative breast cancer. First, using survival analysis, 56 prognostic miRNAs which had a significant... 

    Cytochrome 4Z1 expression is associated with unfavorable survival in triple-negative breast cancers

    , Article Breast Cancer: Targets and Therapy ; Volume 13 , 2021 , Pages 565-574 ; 11791314 (ISSN) Al Saraireh, Y. M ; Alshammari, F. O. F. O ; Youssef, A. M. M ; Al Tarawneh, F ; Al Sarayreh, S ; Almuhaisen, G. H ; Satari, A. O ; Al Shuneigat, J ; Alrawashdeh, H. M ; Sharif University of Technology
    Dove Medical Press Ltd  2021
    Abstract
    Purpose: Triple-negative breast cancer (TNBC) is characterized by high mortality rate, and its clinical management is difficult and complex. Therefore, there is a need for extensive efforts aimed at accelerating the discovery of novel therapies for TNBC. CYP4Z1 has been implicated in the development of breast cancer. The current study aimed at characterizing the expression of CYP4Z1 on TNBC. Materials and Methods: Using immunohistochemistry, CYP4Z1 expression was evaluated on 122 TNBC samples, four samples of breast cancers expressing ER, PR, and HER-2, and four samples of normal breast tissues. The association between the enzyme and various histopathological features and survival of... 

    Expression and function of c1orf132 long-noncoding rna in breast cancer cell lines and tissues

    , Article International Journal of Molecular Sciences ; Volume 22, Issue 13 , 2021 ; 16616596 (ISSN) Shafaroudi, A. M ; Sharifi Zarchi, A ; Rahmani, S ; Nafissi, N ; Mowla, S. J ; Lauria, A ; Oliviero, S ; Matin, M. M ; Sharif University of Technology
    MDPI  2021
    Abstract
    miR-29b2 and miR-29c play a suppressive role in breast cancer progression. C1orf132 (also named MIR29B2CHG) is the host gene for generating both microRNAs. However, the region also expresses longer transcripts with unknown functions. We employed bioinformatics and experimental approaches to decipher C1orf132 expression and function in breast cancer tissues. We also used the CRISPR/Cas9 technique to excise a predicted C1orf132 distal promoter and followed the behavior of the edited cells by real-time PCR, flow cytometry, migration assay, and RNA-seq techniques. We observed that C1orf132 long transcript is significantly downregulated in triple-negative breast cancer. We also identified a...