Genome-wide identification of potential biomarkers in multiple myeloma using meta-analysis of mRNA and miRNA expression data
نویسندگان
چکیده
Abstract Multiple myeloma (MM) is a plasma cell malignancy with diverse clinical phenotypes and molecular heterogeneity not completely understood. Differentially expressed genes (DEGs) miRNAs (DEMs) in MM may influence disease pathogenesis, presentation / drug sensitivities. But these signatures overlap meagrely plausibly due to complexity of genome, diversity primary cells studied, technologies/ analytical tools utilized. This warrants further investigations since DEGs/DEMs can impact outcomes guide personalized therapy. We have conducted genome-wide meta-analysis versus Normal Plasma Cells (NPCs) derived unified putative for MM. 100 DEMs 1,362 DEGs were found deranged between NPCs. Signatures 37 (‘Union 37’) 154 154’) deduced that shared 17 22 published prognostic signatures, respectively. Two miRs (miR-16–2-3p, 30d-2-3p) correlated survival outcomes. PPI analysis identified 5 topmost functionally connected hub ( UBC, ITGA4, HSP90AB1, VCAM1, VCP ). Transcription factor regulatory networks determined five seed ? 4 biomarker applications CDKN1A, CDKN2A, MMP9, IGF1, MKI67 ) three up/ down regulated (miR-23b, 195, let7b/ miR-20a, 155, 92a). Further studies are warranted establish translate potential
منابع مشابه
Identification of miR-24 and miR-137 as novel candidate multiple sclerosis miRNA biomarkers using multi-staged data analysis protocol
Many studies have investigated misregulation of miRNAs relevant to multiple sclerosis (MS) pathogenesis. Abnormal miRNAs can be used both as candidate biomarker for MS diagnosis and understanding the disease miRNA-mRNA regulatory network. In this comprehensive study, misregulated miRNAs related to MS were collected from existing literature, databases and via in silico prediction. A multi-staged...
متن کاملIdentification of Subtype Specific miRNA-mRNA Functional Regulatory Modules in Matched miRNA-mRNA Expression Data: Multiple Myeloma as a Case
Identification of miRNA-mRNA modules is an important step to elucidate their combinatorial effect on the pathogenesis and mechanisms underlying complex diseases. Current identification methods primarily are based upon miRNA-target information and matched miRNA and mRNA expression profiles. However, for heterogeneous diseases, the miRNA-mRNA regulatory mechanisms may differ between subtypes, lea...
متن کاملPredicting CpG Islands and DNA Methlation in the Cow Genome Using DNA Microarray Meta-Analysis and Genome Wide Scanning
DNA methylation is a type of epigenetic changes that directly affects DNA. In mammals, DNA methylation is essential for fetal development and stem cell differentiation and this phenomenon essentially occurs within the CpG islands. In this study, two methods were used to study the DNA methylation profile of cow genome. In the first method, the DNA methylation profile of the differentially expres...
متن کاملIdentification of four potential predicting miRNA biomarkers for multiple myeloma from published datasets
BACKGROUND Multiple myeloma is a cancer which has a high occurrence rate and causes great injury to people worldwide. In recent years, many studies reported the effects of miRNA on the appearance of multiple myeloma. However, due to the differences of samples and sequencing platforms, a large number of inconsistent results have been generated among these studies, which limited the cure of multi...
متن کاملPlasma Level of miRNA-7, miRNA-409 and miRNA-93 as Potential Biomarkers for Colorectal Cancer
Colorectal cancer (CRC) is among deadliest cancers all over the world. Regarding its high mortality, some researches have focused to discover new applicable diagnosis methods. In this regard, circulatory miRNAs has been received huge consideration as promising biomarkers for early detection of CRC. The study aimed to evaluate the expression level of miRNA-7, miRNA-93, and miRNA-409 in plasma of...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Scientific Reports
سال: 2021
ISSN: ['2045-2322']
DOI: https://doi.org/10.1038/s41598-021-90424-y