Rna Abundance Analysis

Author : Hailing Jin
Publisher : Humana Press
ISBN 13 : 9781493959167
Total Pages : 248 pages
Book Rating : 4.66/5 ( download)

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Download or read book RNA Abundance Analysis written by Hailing Jin and published by Humana Press. This book was released on 2016-05-01 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines a wide range of techniques on RNA extraction, detection, quantification, visualization, and genome-wide profiling, from conventional methods to state-of-the-art high throughput approaches.

Author : Elijah Joshua
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781548213190
Total Pages : 234 pages
Book Rating : 4.95/5 ( download)

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Download or read book Rna Abundance Analysis written by Elijah Joshua and published by Createspace Independent Publishing Platform. This book was released on 2017-05-15 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: RNA abundance analysis is one of the most important approaches for gene expression studies in the field of molecular biology. In RNA Abundance Analysis: Methods and Protocols, expert researchers cover a wide range of techniques on RNA extraction, detection, quantification, visualization, and genome-wide profiling, from conventional methods to state-of-the-art high throughput approaches. This volume includes detailed techniques to examine mRNAs, small non-coding RNAs, protein-associated small RNAs, sulfur-containing RNAs, viral and satellite RNAs, RNA isoforms, and alternatively spliced RNA variants from various organisms, as well as key discussions of computational data processing for genome-wide datasets.

Author : Vera Pawlowsky-Glahn
Publisher : John Wiley & Sons
ISBN 13 : 0470711353
Total Pages : 401 pages
Book Rating : 4.54/5 ( download)

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Download or read book Compositional Data Analysis written by Vera Pawlowsky-Glahn and published by John Wiley & Sons. This book was released on 2011-09-19 with total page 401 pages. Available in PDF, EPUB and Kindle. Book excerpt: It is difficult to imagine that the statistical analysis of compositional data has been a major issue of concern for more than 100 years. It is even more difficult to realize that so many statisticians and users of statistics are unaware of the particular problems affecting compositional data, as well as their solutions. The issue of ``spurious correlation'', as the situation was phrased by Karl Pearson back in 1897, affects all data that measures parts of some whole, such as percentages, proportions, ppm and ppb. Such measurements are present in all fields of science, ranging from geology, biology, environmental sciences, forensic sciences, medicine and hydrology. This book presents the history and development of compositional data analysis along with Aitchison's log-ratio approach. Compositional Data Analysis describes the state of the art both in theoretical fields as well as applications in the different fields of science. Key Features: Reflects the state-of-the-art in compositional data analysis. Gives an overview of the historical development of compositional data analysis, as well as basic concepts and procedures. Looks at advances in algebra and calculus on the simplex. Presents applications in different fields of science, including, genomics, ecology, biology, geochemistry, planetology, chemistry and economics. Explores connections to correspondence analysis and the Dirichlet distribution. Presents a summary of three available software packages for compositional data analysis. Supported by an accompanying website featuring R code. Applied scientists working on compositional data analysis in any field of science, both in academia and professionals will benefit from this book, along with graduate students in any field of science working with compositional data.

Author : Filippo Geraci
Publisher : Frontiers Media SA
ISBN 13 : 2889637050
Total Pages : 169 pages
Book Rating : 4.58/5 ( download)

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Download or read book RNA-Seq Analysis: Methods, Applications and Challenges written by Filippo Geraci and published by Frontiers Media SA. This book was released on 2020-06-08 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Alessandro Cellerino
Publisher : Springer
ISBN 13 : 8876426426
Total Pages : 188 pages
Book Rating : 4.21/5 ( download)

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Download or read book Transcriptome Analysis written by Alessandro Cellerino and published by Springer. This book was released on 2018-06-14 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of this book is to be an accessible guide for undergraduate and graduate students to the new field of data-driven biology. Next-generation sequencing technologies have put genome-scale analysis of gene expression into the standard toolbox of experimental biologists. Yet, biological interpretation of high-dimensional data is made difficult by the lack of a common language between experimental and data scientists. By combining theory with practical examples of how specific tools were used to obtain novel insights in biology, particularly in the neurosciences, the book intends to teach students how to design, analyse, and extract biological knowledge from transcriptome sequencing experiments. Undergraduate and graduate students in biomedical and quantitative sciences will benefit from this text as well as academics untrained in the subject.

Author : Eija Korpelainen
Publisher : CRC Press
ISBN 13 : 1466595019
Total Pages : 322 pages
Book Rating : 4.19/5 ( download)

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Download or read book RNA-seq Data Analysis written by Eija Korpelainen and published by CRC Press. This book was released on 2014-09-19 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: The State of the Art in Transcriptome AnalysisRNA sequencing (RNA-seq) data offers unprecedented information about the transcriptome, but harnessing this information with bioinformatics tools is typically a bottleneck. RNA-seq Data Analysis: A Practical Approach enables researchers to examine differential expression at gene, exon, and transcript le

Author : Robert E. Farrell Jr.
Publisher : Elsevier
ISBN 13 : 0323916562
Total Pages : 962 pages
Book Rating : 4.61/5 ( download)

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Download or read book RNA Methodologies written by Robert E. Farrell Jr. and published by Elsevier. This book was released on 2022-11-22 with total page 962 pages. Available in PDF, EPUB and Kindle. Book excerpt: RNA Methodologies: A Laboratory Guide for Isolation and Characterization, Sixth Edition provides the most up-to-date ribonucleic acid lab techniques for seasoned scientists and graduate students alike. This edition features new material on RNA sequencing, RNA in Situ Hybridization, non-coding RNAs, computational RNA biology, transcriptomes and bioinformatics, along with the latest advances in methods and protocols across the field of RNA investigation. As a leader in the field, Dr. Farrell provides a wealth of knowledge on the topic of RNA biology while also giving readers helpful hints and troubleshooting techniques from his own personal experience in this subject area. This book presents the essential knowledge and techniques to use when working with RNA for the experienced practitioner, while also aiding the beginner in fully understanding this important branch of molecular biology. Presents the latest information covering all aspects of working with RNA, delivering a holistic understanding of this leading field in molecular biology Builds from basic information on RNA techniques to in-depth protocols for specific applications Features new chapters on RNA sequencing and RNA in situ hybridization Includes new material on RNA clinical applications and innovations, including RNA therapeutics and RNA vaccines, with particular relevance to coronavirus Comprises the latest developments in transcriptomes and bioinformatics, with new material on computational RNA biology, RNA CHiP analysis, aptamer biology and RNA epigenetics

Author : Fabio Marchi
Publisher : BoD – Books on Demand
ISBN 13 : 9535135031
Total Pages : 330 pages
Book Rating : 4.36/5 ( download)

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Download or read book Applications of RNA-Seq and Omics Strategies written by Fabio Marchi and published by BoD – Books on Demand. This book was released on 2017-09-13 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: The large potential of RNA sequencing and other "omics" techniques has contributed to the production of a huge amount of data pursuing to answer many different questions that surround the science's great unknowns. This book presents an overview about powerful and cost-efficient methods for a comprehensive analysis of RNA-Seq data, introducing and revising advanced concepts in data analysis using the most current algorithms. A holistic view about the entire context where transcriptome is inserted is also discussed here encompassing biological areas with remarkable technological advances in the study of systems biology, from microorganisms to precision medicine.

Author : Serghei Mangul
Publisher : Springer
ISBN 13 : 3030139735
Total Pages : 93 pages
Book Rating : 4.35/5 ( download)

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Download or read book Hidden Treasures in Contemporary RNA Sequencing written by Serghei Mangul and published by Springer. This book was released on 2019-03-01 with total page 93 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in RNA-sequencing (RNA-seq) technologies have provided an unprecedented opportunity to explore the gene expression landscape across individuals, tissues, and environments by efficiently profiling the RNA sequences present in the samples. When a reference genome sequence or a transcriptome of the sample is available, mapping-based RNA-seq analysis protocols align the RNA-seq reads to the reference sequences, identify novel transcripts, and quantify the abundance of expressed transcripts.The reads that fail to map to the human reference, known as unmapped reads, are a large and often overlooked output of standard RNA-seq analyses. Even in carefully executed experiments, the unmapped reads can comprise a considerable fraction of the complete set of reads produced, and can arise due to technical sequencing produced by low-quality and error-prone copies of the nascent RNA sequence being sampled. Reads can also remain unmapped due to unknown transcripts, recombined B and T cell receptor sequences, A-to-G mismatches from A-to-I RNA editing, trans-splicing, gene fusion, circular RNAs, and the presence of non-host RNA sequences (e.g. bacterial, fungal, and viral organisms). Unmapped reads represent a rich resource for the study of B and T cell receptor repertoires and the human microbiome system—without incurring the expense of additional targeted sequencing.This book introduces and describes the Read Origin Protocol (ROP), a tool that identifies the origin of both mapped and unmapped reads. The protocol first identifies human reads using a standard high-throughput algorithm to map them onto a reference genome and transcriptome. After alignment, reads are grouped into genomic (e.g. CDS, UTRs, introns) and repetitive (e.g. SINEs, LINEs, LTRs) categories. The rest of the ROP protocol characterizes the remaining unmapped reads, which failed to map to the human reference sequences.

Author : Robert E. Farrell Jr.
Publisher : Elsevier
ISBN 13 : 0080454763
Total Pages : 794 pages
Book Rating : 4.64/5 ( download)

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Download or read book RNA Methodologies written by Robert E. Farrell Jr. and published by Elsevier. This book was released on 2010-07-22 with total page 794 pages. Available in PDF, EPUB and Kindle. Book excerpt: This laboratory guide represents a growing collection of tried, tested and optimized laboratory protocols for the isolation and characterization of eukaryotic RNA, with lesser emphasis on the characterization of prokaryotic transcripts. Collectively the chapters work together to embellish the RNA story, each presenting clear take-home lessons, liberally incorporating flow charts, tables and graphs to facilitate learning and assist in the planning and implementation phases of a project. RNA Methodologies, 3rd edition includes approximately 30% new material, including chapters on the more recent technologies of RNA interference including: RNAi; Microarrays; Bioinformatics. It also includes new sections on: new and improved RT-PCR techniques; innovative 5’ and 3’ RACE techniques; subtractive PCR methods; methods for improving cDNA synthesis. * Author is a well-recognized expert in the field of RNA experimentation and founded Exon-Intron, a well-known biotechnology educational workshop center * Includes classic and contemporary techniques * Incorporates flow charts, tables, and graphs to facilitate learning and assist in the planning phases of projects