Integrative bioinformatics analysis of miRNA and mRNA expression profiles identified some potential biomarkers for breast cancer

被引:2
|
作者
Rezaeijo, Seyed Masoud [1 ,2 ]
Rezaei, Monireh [3 ]
Poursheikhani, Arash [4 ]
Mohammadkhani, Shima [5 ]
Goharifar, Naieme [6 ]
Shayankia, Ghazal [7 ]
Heydarheydari, Sahel [8 ]
Saberi, Alihossein [6 ]
Taghizadeh, Eskandar [1 ,7 ]
机构
[1] Ahvaz Jundishapur Univ Med Sci, Canc Res Ctr, Ahvaz, Iran
[2] Ahvaz Jundishapur Univ Med Sci, Fac Med, Dept Med Phys, Ahvaz, Iran
[3] Tarbiat Modares Univ, Fac Med Sci, Dept Med Genet, Tehran, Iran
[4] Legal Med Org, Legal Med Res Ctr, Tehran, Iran
[5] Rafsanjan Univ Med Sci, Sch Med, Dept Emergency Med, Rafsanjan, Iran
[6] ACECR Inst Higher Educ Isfahan, Fac Sci & Technol, Dept Biol, Esfahan, Iran
[7] Ahvaz Jundishapur Univ Med Sci, Sch Med, Dept Med Genet, Ahvaz, Iran
[8] Ahvaz Jundishapur Univ Med Sci, Fac Paramed, Dept Med Imaging & Radiat Sci, Ahvaz, Iran
关键词
Breast cancer; Bioinformatical analysis; miRNA; mRNA; HUB GENES; PROLIFERATION; CARCINOMA; TARGET; CELLS;
D O I
10.1186/s43042-023-00443-9
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background Breast cancer is a common cause of cancer death among women with a complex and heterogeneous picture in histological, molecular and clinical features. The aim of this study was to identify hub gene and their target microRNAs in related pathways for breast cancer. Methods We selected screening methods for differentially expressed mRNAs and miRNAs using expression profile data of breast cancer from the cancer genome atlas. Using some databases for annotation, the functional and pathway enrichment for differential expression genes was performed. We selected genes and miRNAs with differential expression pattern. Then we determined target genes for differential expression miRNAs (DEMIs) and intersection between them was selected as differentially expressed miRNA-target genes for breast cancer. In the next step, we constructed miRNA-mRNA regulatory network and protein-protein interaction (PPI) network for more information. Results Top 10 DEMIs were identified from miRNA profile. Then, we selected 354 genes as target gene for 10 DEMIs. The miRNA-mRNA and PPI network were constructed, and 10 hub genes and 5 miRNAs identified that some of them are new for breast cancer. Also, miRNA-target genes with differential expressions in this study were all mainly involved in signaling pathways and developmental process. Conclusion This study identified some candidate biomarkers for breast cancer that they have a potential role in pathways related to breast. These findings can be used for research, early diagnosis and therapeutic goals.
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页数:9
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