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Computational Biology of Non-Coding RNA By Xin Lai

Computational Biology of Non-Coding RNA by Xin Lai

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Computational Biology of Non-Coding RNA Summary

Computational Biology of Non-Coding RNA: Methods and Protocols by Xin Lai

This volume details a collection of state-of-art methods including identification of novel ncRNAs and their targets, functional annotation and disease association in different biological contexts. Chapters guide readers through an overview of disease-specific ncRNAs, computational methods and workflows for ncRNA discovery, annotation based on high-throughput sequencing data, bioinformatics tools and databases for ncRNA analyses, network-based methods, and kinetic modelling of ncRNA-mediated gene regulation. 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 tips on troubleshooting and avoiding known pitfalls.

Authoritative and cutting-edge, Computational Biology of Non-Coding RNA: Methods and Protocols aims to provide a state-of-the-art collection of computational methods and approaches that will be of value to researchers interested in ncRNA field.

Table of Contents

Part I: Overview of Disease-Specific ncRNAs

1. ncRNAs in Inflammatory and Infectious Diseases

Leon Schulte, Wilhelm Bertrams, Christina Stielow, and Bernd Schmeck

2. p73-Governed miRNA Networks: Translating Bioinformatics Approaches to Therapeutic Solutions for Cancer Metastasis

Stella Logotheti, Stephan Marquardt, and Brigitte M. Putzer

Part II: Computational Methods and Workflows for ncRNA discovery and annotation based on High-Throughput Sequencing Data

3. Methods for Annotation and Validation of Circular RNAs from RNAseq Data

Disha Sharma, Paras Sehgal, Judith Hariprakash, Sridhar Sivasubbu, and Vinod Scaria

4. Methods to Study Long Non-coding RNA Expression and Dynamics in Zebrafish using RNA Sequencing

Samatha Mathew, Ambily Sivadas, Paras Sehgal, Kriti Kaushik, Shamsudheen K. Vellarikkal, Vinod Scaria, and Sridhar Sivasubbu

5. Workflow Development for the Functional Characterization of ncRNAs

Markus Wolfien, David Leon Brauer, Andrea Bagnacani, and Olaf Wolkenhauer

6. ncRNA Editing: Functional Characterization and Computational Resources

Giovanni Nigita, Gioacchino P. Marceca, Luisa Tomasello, Rosario Distefano, Federica Calore, Dario Veneziano, Giulia Romano, Serge Patrick Nana-Sinkam, Mario Acunzo, and Carlo M. Croce

7. Computational Prediction of Functional microRNA - mRNA Interactions

Muserref Duygu Sacar Demirci, Malik Yousef, and Jens Allmer

Part III: Bioinformatics Tools and Databases for ncRNA Analyses

8. Tools for Understanding miRNA-mRNA Interactions for Reproducible RNA Analysis

Andrea Bagnacani, Markus Wolfien, and Olaf Wolkenhauer

9. Computational Resources for Prediction and Analysis of Functional miRNA and their Targetome

Isha Monga and Manoj Kumar

10. Non-coding RNAs Databases: Current Status and Trends

Vinicius Maracaja-Coutinho, Alexandre Rossi Paschoal, Jose Carlos Caris-Maldonado, Pedro Vinicius Borges, Almir Jose Ferreira, and Alan Mitchell Durham

Part IV: Network-based Methods for Characterizing ncRNA Fuction

11. Controllability Methods for Identifying Associations between Critical Control ncRNAs

and Human Diseases

Jose C. Nacher and Tatsuya Akutsu

12. Network-based Methods and Other Approaches for Predicting lncRNA Functions and Disease Associations

Rosario Michael Piro and Annalisa Marsico

13. Integration of miRNA and mRNA Expression Data for Understanding Etiology of Gynecologic Cancers

Sushmita Paul

Part V: Kinetic Modeling of ncRNA-mediated Gene Regulation

14. Quantitative Characteristic of ncRNA Regulation in Gene Regulatory Networks

Federico Bocci, Mohit Kumar Jolly, Herbert Levine, and Jose N. Onuchic

15. Kinetic Modeling of Competition and Depletion of Shared miRNAs by Competing Endogenous RNAs

Araks Martirosyan, Marco Del Giudice, Chiara Enrico Bena, Andrea Pagnani,

Carla Bosia, and Andrea De Martino

16. Modeling ncRNA-mediated Circuits in Cell Fate Decision

Xiao-Jun Tian, Manuela Vanegas Ferro, and Hanah Goetz

17. Modeling Long ncRNA-mediated Regulation in the Mammalian Cell Cycle

Jomar F. Rabajante and Ricardo C.H. del Rosario

Additional information

Computational Biology of Non-Coding RNA: Methods and Protocols by Xin Lai
Humana Press Inc.
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