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Titlebook: Non-coding RNAs in Complex Diseases; A Bioinformatics Per Xia Li,Juan Xu,Yunpeng Zhang Book 2018 Springer Nature Singapore Pte Ltd. 2018 RN

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书目名称Non-coding RNAs in Complex Diseases
副标题A Bioinformatics Per
编辑Xia Li,Juan Xu,Yunpeng Zhang
视频video
概述Offers an in-depth and comprehensive review on current understanding of regulatory ncRNAs in complex diseases from the view of bioinformatics.Conveys state-of-the-art bioinformatics tools and methods
丛书名称Advances in Experimental Medicine and Biology
图书封面Titlebook: Non-coding RNAs in Complex Diseases; A Bioinformatics Per Xia Li,Juan Xu,Yunpeng Zhang Book 2018 Springer Nature Singapore Pte Ltd. 2018 RN
描述.This book offers an in-depth and comprehensive review on current understanding of regulatory ncRNAs in complex diseases from a view of bioinformatics. It conveys state-of-the-art bioinformatics tools and methods for ncRNAs from computational detection, functional prediction, to their roles in diseases. Computational methods used to investigate uncharacterised ncRNAs in diseases are mainly summarized in seven aspects: DNA variation of ncRNAs in diseases, prioritization of disease-related ncRNAs, dysregulation epigenetic factors that regulate ncRNA misexpression (DNA methylation and histone-modification), complex crosstalk across ncRNAs, ncRNAs acted as competing regulators to mediate the expression of protein-coding genes, non-coding RNAs mediated risk pathways,and their contributions to drug target predictions. The generally used data resources of ncRNAs are also listed in the end. This book provides important information on the current progress in the fast-moving fields of bioinformatics for regulatory ncRNAs. It provides a timely and useful reference for computational biologists, specifically with RNA interests, and other related areas..Prof. Xia Li is a Professor and the Dean o
出版日期Book 2018
关键词RNA bioinformatics; lncRNA-disease associations; non-coding RNAs; ncRNA; genome-wide discovery; computati
版次1
doihttps://doi.org/10.1007/978-981-13-0719-5
isbn_softcover978-981-13-4486-2
isbn_ebook978-981-13-0719-5Series ISSN 0065-2598 Series E-ISSN 2214-8019
issn_series 0065-2598
copyrightSpringer Nature Singapore Pte Ltd. 2018
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Book 2018. It conveys state-of-the-art bioinformatics tools and methods for ncRNAs from computational detection, functional prediction, to their roles in diseases. Computational methods used to investigate uncharacterised ncRNAs in diseases are mainly summarized in seven aspects: DNA variation of ncRNAs in d
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Systematic Identification of Non-coding RNAs, to re-annotate lncRNAs from microarray data. We summarized multiple resources and databases for lncRNA annotation and compared their annotation processes and specific parameters. Finally, we utilized RNA-seq and miRNA-seq data to construct a comprehensive transcriptome containing miRNAs, lncRNAs and protein-coding genes in heart failure.
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Aberrant Epigenetic Modifications of Non-coding RNAs in Human Disease,for PRC2-binding genes. At last, we inferred some lncRNAs with aberrant epigenetic modifications in glioblastoma and Alzheimer’s disease, and proved that theses lncRNAs may contribute to the initiation of human diseases.
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Computational Inferring of Risk Subpathways Mediated by Dysfunctional Non-coding RNAs,nd pathway topologies. By applying methods to several disease datasets, we confirmed that our methods is effective in identifying risk subpathways and also can help uncover key non-coding RNAs in diseases. Additionally, reproducibility and robustness analysis demonstrated our methods are reliable.
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