A Comprehensive Analysis of miRNA/isomiR Expression with Gender Difference
Although microRNAs (miRNAs) have been widely studied as epigenetic regulation molecules, fewer studies focus on the gender difference at the miRNA and isomiR expression levels. In this study, we aim to understand the potential relationships between gender difference and miRNA/isomiR expression throu...
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Published in | PloS one Vol. 11; no. 5; p. e0154955 |
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Language | English |
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11.05.2016
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Abstract | Although microRNAs (miRNAs) have been widely studied as epigenetic regulation molecules, fewer studies focus on the gender difference at the miRNA and isomiR expression levels. In this study, we aim to understand the potential relationships between gender difference and miRNA/isomiR expression through a comprehensive analysis of small RNA-sequencing datasets based on different human diseases and tissues. Based on specific samples from males and females, we determined that some miRNAs may be diversely expressed between different tissues and genders. Thus, these miRNAs may exhibit inconsistent and even opposite expression between males and females. According to deregulated miRNA expression profiles, some dominantly expressed miRNA loci were selected to analyze isomiR expression patterns using rates of dominant isomiRs. In some miRNA loci, isomiRs showed statistical significance between tumor and normal samples and between males and females samples, suggesting that isomiR expression patterns are not always invariable but may vary between males and females, as well as among different tissues, tumors, and normal samples. The divergence implicates the fluctuation in the expression of miRNA and its detailed expression at the isomiR levels. The divergence also indicates that gender difference may be an important factor that affects the screening of disease-associated miRNAs and isomiRs. This study suggests that miRNA/isomiR expression and gender difference may be more complex than previously assumed and should be further studied according to specific samples from males or females. |
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AbstractList | Although microRNAs (miRNAs) have been widely studied as epigenetic regulation molecules, fewer studies focus on the gender difference at the miRNA and isomiR expression levels. In this study, we aim to understand the potential relationships between gender difference and miRNA/isomiR expression through a comprehensive analysis of small RNA-sequencing datasets based on different human diseases and tissues. Based on specific samples from males and females, we determined that some miRNAs may be diversely expressed between different tissues and genders. Thus, these miRNAs may exhibit inconsistent and even opposite expression between males and females. According to deregulated miRNA expression profiles, some dominantly expressed miRNA loci were selected to analyze isomiR expression patterns using rates of dominant isomiRs. In some miRNA loci, isomiRs showed statistical significance between tumor and normal samples and between males and females samples, suggesting that isomiR expression patterns are not always invariable but may vary between males and females, as well as among different tissues, tumors, and normal samples. The divergence implicates the fluctuation in the expression of miRNA and its detailed expression at the isomiR levels. The divergence also indicates that gender difference may be an important factor that affects the screening of disease-associated miRNAs and isomiRs. This study suggests that miRNA/isomiR expression and gender difference may be more complex than previously assumed and should be further studied according to specific samples from males or females. |
Audience | Academic |
Author | Guo, Li Zou, Quan Yu, Jiafeng Liang, Tingming |
AuthorAffiliation | 1 Department of Bioinformatics, School of Geographic and Biologic Information, Nanjing University of Posts and Telecommunications, Nanjing, China 2 Jiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Science, Nanjing Normal University, Nanjing, China 4 School of Computer Science and Technology, Tianjin University, Tianjin, China 3 Shandong Provincial Key Laboratory of Functional Macromolecular Biophysics, Institute of Biophysics, Dezhou University, Dezhou, China 5 State Key Laboratory of Medicinal Chemical Biology, NanKai University, Tianjin, China Huazhong University of Science and Technology, CHINA |
AuthorAffiliation_xml | – name: 1 Department of Bioinformatics, School of Geographic and Biologic Information, Nanjing University of Posts and Telecommunications, Nanjing, China – name: 3 Shandong Provincial Key Laboratory of Functional Macromolecular Biophysics, Institute of Biophysics, Dezhou University, Dezhou, China – name: 2 Jiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Science, Nanjing Normal University, Nanjing, China – name: Huazhong University of Science and Technology, CHINA – name: 4 School of Computer Science and Technology, Tianjin University, Tianjin, China – name: 5 State Key Laboratory of Medicinal Chemical Biology, NanKai University, Tianjin, China |
Author_xml | – sequence: 1 givenname: Li surname: Guo fullname: Guo, Li – sequence: 2 givenname: Tingming surname: Liang fullname: Liang, Tingming – sequence: 3 givenname: Jiafeng surname: Yu fullname: Yu, Jiafeng – sequence: 4 givenname: Quan surname: Zou fullname: Zou, Quan |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/27167065$$D View this record in MEDLINE/PubMed |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 Competing Interests: The authors have declared that no competing interests exist. Conceived and designed the experiments: LG QZ. Performed the experiments: LG JFY TML. Analyzed the data: LG JFY QZ. Contributed reagents/materials/analysis tools: TML QZ. Wrote the paper: LG. |
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SubjectTerms | Analysis Apoptosis Autophagy Bioinformatics Biology and life sciences Biophysics Breast cancer Cell growth Datasets Deregulation Disease Disease - genetics Divergence Epigenetic inheritance Female Females Gender Gene expression Gene Expression Profiling Gene Expression Regulation Gene sequencing Genetic aspects Genomes Humans Laboratories Loci Male Males Medicine and Health Sciences MicroRNA MicroRNAs MicroRNAs - genetics MicroRNAs - metabolism miRNA Models, Statistical Physiological aspects Research and Analysis Methods Rheumatoid arthritis Ribonucleic acid RNA Sex Characteristics Sex differences (Biology) Statistical analysis Statistical methods Studies Tissues Tumors |
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Title | A Comprehensive Analysis of miRNA/isomiR Expression with Gender Difference |
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