Bioinformatics in MicroRNA Research

Jingshan Huang, Glen M. Borchert, Dejing Dou, Jun (Luke) Huan, Wenjun Lan (Herausgeber)

Buch | Softcover

285 Seiten

2018 | Softcover reprint of the original 1st ed. 2017
Humana Press Inc. (Verlag)
978-1-4939-8376-6 (ISBN)

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This thorough volume provides an in-depth introduction to and discussion of microRNAs (miRs) and their targets, miR functions, and computational techniques applied in miR research, thus serving the need for a comprehensive book focusing on miR target genes, miR regulation mechanisms, miR functions performed in various human diseases, and miR databases/knowledgebases. Without prior knowledge of the area of study, computational biologists, computer scientists, bioinformaticians, bench biologists, as well as clinical investigators will find it easy to follow the techniques in this collection. Written for the highly successful Methods in Molecular Biology series, chapters include the kind of detailed implementation advice that ensures successful results.
Accessible and practical, Bioinformatics in MicroRNA Research functions as an ideal guide for researchers of all backgrounds to explore this vital area of study.

MicroRNAs, Long Non-Coding RNAs, and Their Functions in Human Disease.- MicroRNA Expression: Protein Participants in MicroRNA Regulation.- Viral MicroRNAs, Host MicroRNAs Regulating Viruses, and Bacterial MicroRNA-Like RNAs.- MicroRNAs: Biomarkers, Diagnostics, and Therapeutics.- Relational Databases and Biomedical Big Data.- Semantic Technologies and Bio-Ontologies.- Genome-Wide Analysis of MicroRNA-Regulated Transcripts.- Computational Prediction of MicroRNA Target Genes, Target Prediction Databases, and Web Resources.- Exploring MicroRNA::Target Regulatory Interactions by Computing Technologies.- The Limitations of Existing Approaches in Improving MicroRNA Target Prediction Accuracy.- Genomic Regulation of MicroRNA Expression in Disease Development.- Next Generation Sequencing for MicroRNA Expression Profile.- Handling High-Dimension (High-Feature) MicroRNA Data.- Effective Removal of Noisy Data Via Batch Effect Processing.- Logical Reasoning (Inferencing) on MicroRNA Data.- Machine Learning Techniques in Exploring MicroRNA Gene Discovery, Targets, and Functions.- Involvement of MicroRNAs in Diabetes and Its Complications.- MicroRNA Regulatory Networks as Biomarkers in Obesity: The Emerging Role.- Expression of MicroRNAs in Thyroid Carcinoma.

Erscheinungsdatum	25.09.2018
Reihe/Serie	Methods in Molecular Biology ; 1617
Zusatzinfo	18 Illustrations, color; 6 Illustrations, black and white; X, 285 p. 24 illus., 18 illus. in color.
Verlagsort	Totowa, NJ
Sprache	englisch
Maße	178 x 254 mm
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
	Informatik ► Weitere Themen ► Bioinformatik
	Naturwissenschaften ► Biologie ► Genetik / Molekularbiologie
	Naturwissenschaften ► Biologie ► Zoologie
ISBN-10	1-4939-8376-8 / 1493983768
ISBN-13	978-1-4939-8376-6 / 9781493983766
Zustand	Neuware