MiRNomics : MicroRNA biology and computational analysis / edited by Malik Yousef, Dabburiya Village, Israel, Jens Allmer, Izmir Institute of Technology, Izmir, Turkey.

Contributor(s): Yousef, Malik [editor.] | Allmer, Jens [editor.]
Material type: TextTextSeries: Methods in molecular biology (Clifton, N.J.): v. 1107.Publisher: New York : Humana Press, [2014]Copyright date: ©2014Description: 1 online resource (xii, 333 pages) : illustrations (some color)Content type: text Media type: computer Carrier type: online resourceISBN: 9781627037488; 1627037489; 1627037470; 9781627037471Other title: MicroRNA biology and computational analysisSubject(s): RNA -- Laboratory manuals | RNA, Antisense | Biology | RNA, Small Untranslated | RNA | Biological Science Disciplines | RNA, Untranslated | Antisense Elements (Genetics) | Nucleic Acids, Nucleotides, and Nucleosides | Natural Science Disciplines | Nucleic Acids | Disciplines and Occupations | Chemicals and Drugs | Computational Biology | MicroRNAs | RNA | biomedische wetenschappen | biomedicine | moleculaire genetica | molecular genetics | humane genetica | human genetics | Medicine (General) | Geneeskunde (algemeen)Genre/Form: Electronic books. | Laboratory manuals. Additional physical formats: Print version:: MiRNomics.DDC classification: 572.8/8 LOC classification: QP623Online resources: Click here to access online
Contents:
Introduction to microRNAs in biological systems / Ayse Elif Erson-Bensan -- The role of microRNAs in biological processes / Kemal Uğur Tüfekci, Ralph Leo Johan Meuwissen, and S̜̮ermin Genç -- The role of microRNAs in human diseases / Kemal Uğur Tüfekci [and three others] -- Introduction to bioinformatics / Tolga Can -- MicroRNA and noncoding RNA-related data sources / Patrizio Arrigo -- High-throughput approaches for MicroRNA expression analysis / Bala Gür Dedeoğlu -- Introduction to machine learning / Yalin Baş̧tanlar and Mustafa Özuysal -- Introduction to statistical methods for microRNA analysis / Gökmen Zararsiz and Erdal Coş̧gun -- Computational and bioinformatics methods for microRNA gene prediction / Jens Allmer -- Machine learning methods for microRNA gene prediction / Müş̧erref Duygu Saçar and Jens Allmer -- Functional, structural, and sequence studies of microRNA / Chanchal K. Mitra and Kalyani Korla -- Computational methods for microRNA target prediction / Hamid Hamzeiy, Jens Allmer, and Malik Yousef -- MicroRNA target and gene validation in viruses and bacteria / Debora Baroni and Patrizio Arrigo -- Gene reporter assay to validate microRNA targets in Drosophila S2 cells / Bünyamin Akgül and Çağdaş̧ Göktaş̧ -- Computational prediction of microRNA function and activity / Hasan Oğul -- Analysis of microRNA expression using machine learning / Henry Wirth [and three others] -- MicroRNA expression landscapes in stem cells, tissues, and cancer / Mehmet Volkan Çakir [and three others] -- Master regulators of posttranscriptional gene expression are subject to regulation / Syed Muhammad Hamid and Bünyamin Akgül -- Use of microRNAs in personalized medicine / Çiğir Biray Avci and Yusuf Baran.
Summary: In miRNomics: MicroRNA Biology and Computational Analysis, expert researchers in the field present an overview of the current state of the art and aim to put the respective areas of research into a larger perspective. These include methods and techniques ranging from miRNA biogenesis, their biological function, computational analyses to their medical implications and applications. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and key tips on troubleshooting and avoiding known pitfalls. Authoritative and practical, miRNomics: MicroRNA Biology and Computational Analysis seeks to aid scientists in the further study into miRNA research and statistics.
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Introduction to microRNAs in biological systems / Ayse Elif Erson-Bensan -- The role of microRNAs in biological processes / Kemal Uğur Tüfekci, Ralph Leo Johan Meuwissen, and S̜̮ermin Genç -- The role of microRNAs in human diseases / Kemal Uğur Tüfekci [and three others] -- Introduction to bioinformatics / Tolga Can -- MicroRNA and noncoding RNA-related data sources / Patrizio Arrigo -- High-throughput approaches for MicroRNA expression analysis / Bala Gür Dedeoğlu -- Introduction to machine learning / Yalin Baş̧tanlar and Mustafa Özuysal -- Introduction to statistical methods for microRNA analysis / Gökmen Zararsiz and Erdal Coş̧gun -- Computational and bioinformatics methods for microRNA gene prediction / Jens Allmer -- Machine learning methods for microRNA gene prediction / Müş̧erref Duygu Saçar and Jens Allmer -- Functional, structural, and sequence studies of microRNA / Chanchal K. Mitra and Kalyani Korla -- Computational methods for microRNA target prediction / Hamid Hamzeiy, Jens Allmer, and Malik Yousef -- MicroRNA target and gene validation in viruses and bacteria / Debora Baroni and Patrizio Arrigo -- Gene reporter assay to validate microRNA targets in Drosophila S2 cells / Bünyamin Akgül and Çağdaş̧ Göktaş̧ -- Computational prediction of microRNA function and activity / Hasan Oğul -- Analysis of microRNA expression using machine learning / Henry Wirth [and three others] -- MicroRNA expression landscapes in stem cells, tissues, and cancer / Mehmet Volkan Çakir [and three others] -- Master regulators of posttranscriptional gene expression are subject to regulation / Syed Muhammad Hamid and Bünyamin Akgül -- Use of microRNAs in personalized medicine / Çiğir Biray Avci and Yusuf Baran.

Includes index.

In miRNomics: MicroRNA Biology and Computational Analysis, expert researchers in the field present an overview of the current state of the art and aim to put the respective areas of research into a larger perspective. These include methods and techniques ranging from miRNA biogenesis, their biological function, computational analyses to their medical implications and applications. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials and reagents, step-by-step, readily reproducible laboratory protocols, and key tips on troubleshooting and avoiding known pitfalls. Authoritative and practical, miRNomics: MicroRNA Biology and Computational Analysis seeks to aid scientists in the further study into miRNA research and statistics.

Online resource; title from PDF title page (SpringerLink, viewed November 25, 2013).

Includes bibliographical references and index.

English.

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