Next-Generation Sequencing Data Analysis by Xinkun Wang

By Xinkun Wang

A realistic advisor to the hugely Dynamic quarter of hugely Parallel Sequencing

The improvement of genome and transcriptome sequencing applied sciences has resulted in a paradigm shift in lifestyles technological know-how learn and ailment analysis and prevention. Scientists at the moment are capable of see how human illnesses and phenotypic adjustments are hooked up to DNA mutation, polymorphism, genome constitution, and epigenomic abnormality. Next-Generation Sequencing facts research exhibits how next-generation sequencing (NGS) applied sciences are utilized to remodel approximately all features of organic research.

The e-book walks readers in the course of the a number of levels of NGS information new release and research in an easy-to-follow style. It covers each step in each one level, from the drawing board of experimental layout, pattern processing, sequencing technique formula, the early degree of base calling, reads caliber cost and knowledge preprocessing to the intermediate level of mapping reads to a reference genome and normalization to extra complex levels particular to every software. All significant purposes of NGS are coated, including:

RNA-seq: mRNA-seq and small RNA-seq Genotyping and variation discovery via genome re-sequencing" De novo" genome meeting ChIP-seq to review DNA protein interplay Methylated DNA sequencing on epigenetic legislation Metagenome research via neighborhood genome shotgun sequencing
Before detailing the analytic steps for every of those purposes, the e-book provides the fine details of the main everyday NGS systems, with side-by-side comparisons of key technical facets. This is helping practitioners come to a decision which platform to exploit for a specific undertaking. The ebook additionally bargains a standpoint at the improvement of DNA sequencing applied sciences, from Sanger to future-generation sequencing technologies.

The e-book discusses ideas and ideas that underlie every one analytic step, in addition to software program instruments for implementation. It highlights key positive aspects of the instruments whereas omitting tedious info to supply an easy-to-follow advisor for practitioners in existence sciences, bioinformatics, and biostatistics. additionally, references to distinct descriptions of the instruments are given for additional examining if wanted. The accompanying web site for the e-book presents step by step, real-world examples of ways to use the instruments coated within the textual content to investigate initiatives. the entire instruments are freely to be had to educational users."

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Extra info for Next-Generation Sequencing Data Analysis

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9 Genome Sequencing and Disease Risk The wide accessibility of DNA sequences, largely fueled by the rapid development of new sequencing technologies, has uncovered extensive sequence variation in individual genomes within a population. The extensiveness in sequence variation was not envisioned in early days of genetics, not even DNA Sequence 31 when the Human Genome Project was completed in 2003. This has gradually led to a paradigm shift in disease diagnosis and prevention. As a result, the public becomes more aware of the role of individual genomic makeup in disease development and predisposition.

To replicate, the two strands of the parent DNA molecule are first unwound by an enzyme called helicase. The two unwound strands then serve as templates for the synthesis of new complementary strands, giving rise to two offspring DNA molecules. 1). Biochemically, the enzyme catalyzes the formation of a covalent phosphodiester bond between the 5′-phosphate group of the incoming complementary nucleotide and the 3′-hydroxyl group on the elongating strand end. Besides elongating the new DNA strand, most DNA polymerases also have proofreading capability.

In addition, the easier accessibility to our DNA sequence has further prompted us to look into our genome and use that information for preemptive disease prevention. The declining cost of genome sequencing has also enabled the biomedical community to dig deeper into the genomic underpinnings of diseases, by unraveling the linkage between sequence polymorphism in the genome and disease incidence. Following is a brief overview of the major categories of human diseases that have an intimate connection with DNA mutation, polymorphism, genome structure, and epigenomic abnormality.

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