Identification of miRNA-mRNA crosstalk in pancreatic cancer by integrating transcriptome analysis.

نویسندگان

  • J Yang
  • Y Zeng
چکیده

OBJECTIVE Pancreatic cancer is one of the most lethal diseases, and the pathogenesis remains largely unknown. To this end, we performed an integrated analysis of miRNA and mRNA expression data to explore the deregulation of miRNA and mRNA and regulatory processes underlying pancreatic cancer. MATERIALS AND METHODS We combined mRNA and miRNA expression data with miRNA target predictions to infer new miRNA regulation activities in pancreatic cancer. We first integrated miRNA and mRNA expression profiling separately to identify differently expressed miRNA and mRNA in pancreatic cancer. Then we adopted miRWalk databases prediction to obtain potential target genes of differently expressed miRNA, and compared these target genes to the gene list of integrated mRNA expression profiling to select differentially expressed miRNA-target gene whose expression was reversely correlated with that of corresponding miRNAs. Gene Ontology (GO) classification analyses and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis were employed to understand the functions and pathways of miRNA target genes. Finally we construct a miRNA-target gene regulatory network. RESULTS 42 differentially expressed miRNAs, 1376 differentially expressed mRNAs were identified by combining three expression profiles of miRNA and mRNA separately in pancreatic cancer, 146 miRNA target genes were found in the gene list of integrated mRNA expression profiling based on bioinformatics prediction. Functional annotation was performed to understand the functions and pathways of miRNA target genes. Finally, we constructed a miRNA-target gene regulatory network including 206 miRNA-target gene pairs. Five miRNAs (hsa-miR-130b, hsa-miR-106b, hsa-miR-181c, hsa-miR-153 and hsa-miR-125a-5p) demonstrated the highest connectivities, whereas three miRNAs (MYC, E2F1 and IL6) were the mRNAs with the highest connectivities. CONCLUSIONS Our findings may provide new insights into the knowledge of molecular mechanisms of pancreatic cancer and development of novel targeting therapies.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Bioinformatics identification of miRNA-mRNA regulatory network contributing to lung cancer invasion

Background: Over the past 15 years, significant insights have been gained into the roles of miRNAs in cancer. In various cancers, miRNAs can act as oncogenes, tumor suppressors, or control the metastasis process by modulating the expression of numerous target genes. This study is aimed at determining molecular network of miRNA-mRNA regulating lung cancer invasion, by bioinformatics approaches. ...

متن کامل

Bioinformatics Identification of miRNA-mRNA Regulatory Network Contributing Primary Lung Cancer

Introduction: In clinical practice, distinguishing invasive lung tumors from primary tumors remains a challenge. With recent advances in understanding biological alterations of tumorigenesis and molecular analytic technologies, using these molecular alterations can be sensitive and tumor-specific as biomarker for the stratification of patients. In this study, the molecular network of miRNA-mRNA...

متن کامل

Deciphering microRNA targets in pancreatic cancer using miRComb R package

MiRNAs are small non-coding RNAs that post-transcriptionally regulate gene expression. They play important roles in cancer but little is known about the specific functions that each miRNA exerts in each type of cancer. More knowledge about their specific targets is needed to better understand the complexity of molecular networks taking part in cancer. In this study we report the miRNA-mRNA inte...

متن کامل

شناسایی RNA های غیرکدکننده کوتاه ‌عملکردی با استفاده از روش های بیوانفورماتیکی در گوسفند و بز

MicroRNAs (miRNAs) are small non-coding RNAs that have functional roles in post-transcriptional modification. They regulate gene expression by an RNA interfering pathway through cleavage or inhibition of the translation of target mRNA. Numerous miRNAs have been described for their important functions in developmental processes in numerous animals, but there is limited information about sheep an...

متن کامل

Potential role of hsa_circ_0003098 circular RNA in breast cancer and its association with demographic factors and lymph node metastasis

Background and Objectives: A growing amount of evidence has revealed that circular RNAs (circRNAs), covalently closed single-stranded non-coding RNAs (ncRNAs), play significant roles in initiation and progression of breast cancer (BC) through different mechanisms.  This study aims to investigate the hsa_circ_0003098 expression and its potential roles in BC, as well as the circRNA/miRNA/mRNA cro...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • European review for medical and pharmacological sciences

دوره 19 5  شماره 

صفحات  -

تاریخ انتشار 2015