Bioinformatics

Höfundur Hamid D. Ismail

Útgefandi Taylor & Francis

Snið ePub

Print ISBN 9781032123691

Útgáfa 1

Útgáfuár 2022

13.990 kr.

Description

Efnisyfirlit

  • Cover
  • Half-Title Page
  • Series Page
  • Title Page
  • Copyright Page
  • Table of Contents
  • Acknowledgments
  • Preface
  • Author bio
  • Chapter 1 The Origin of Genomic Information
  • Introduction
  • Genetic Information and Its Transmission
  • Structure of DNA and Genome
  • Gene Structure
  • Gene Regulatory Region
  • Introns
  • Exons
  • The Non-Coding Genomic Sequences
  • Repetitive Sequences
  • Pseudogenes
  • Telomeres
  • Ribonucleic Acid
  • Ribosomal RNA
  • Transfer RNA
  • MicroRNA
  • Messenger RNA
  • Messenger RNA transcription
  • Messenger RNA Translation
  • The Proteins
  • Three-Dimensional Protein Structure
  • Protein Structure Representation and File Formats
  • PDB File Format
  • PDBx or mmCIF File Format
  • Visualizing Protein Structure
  • Gene Mutations
  • Virus Genome
  • References
  • Chapter 2 The Sources of Genomic Data
  • Introduction
  • Extraction of DNA, RNA, and Proteins
  • DNA, RNA, and Protein Quality
  • Reverse Transcription
  • Polymerase Chain Reaction
  • First-Generation Sequencing
  • Maxam-Gilbert Sequencing
  • Sanger Chain-Terminator Sequencing Method
  • Sanger Dye-Terminator Sequencing Method
  • Next-Generation Sequencing
  • Library Preparation
  • TruSeq-style DNA Preparation
  • Nextera DNA Preparation
  • Enrichment Strategy
  • RNA-Sequencing Library Preparation
  • Multiplexing and Use of Barcodes
  • Sequencing by Synthesis
  • Single-end read sequencing
  • Paired-end sequencing
  • Mate Pair Sequencing
  • Base Calling, Base Quality Score, and FASTQ File Format
  • Base Calling and Base Quality Score
  • FASTQ File Format
  • Downstream NGS Data Analysis
  • References
  • Chapter 3 The NCBI Entrez Databases
  • Introduction
  • Entrez Retrieval Web Interface
  • Entrez Database Web Page
  • Entrez Database Indexed Fields
  • Searching Entrez Databases
  • Entrez Search Results
  • Nucleotide Database
  • Submission of Sequence Data to GenBank
  • GenBank Format
  • Nucleotide Sub Databases
  • Expressed Sequence Tags
  • Genome Survey Sequences
  • Sequence-Tagged Sites
  • Reference Sequence
  • RefSeqGene
  • Searching Nucleotide Database
  • General Nucleotide Searching Strategy
  • Worked Examples
  • Gene Database
  • Biocollections
  • Protein Databases
  • Protein Database
  • Protein Clusters
  • Identical Protein Groups
  • Conserved Domain Database
  • Finding Conserved Domain of Proteins
  • Finding Protein Conserved Domains Using CD-Search
  • Finding Proteins with Similar Domain Architectures
  • Protein Family Models
  • Introduction to Protein Classification
  • Protein Family Models Database
  • Annotation of Prokaryotic Genome
  • HomoloGene
  • BioProject
  • BioSample
  • dbSNP
  • The dbSNP Submission
  • Searching the dbSNP Database
  • dbSNP Record Page
  • dbVar Database
  • Submission to dbVar Database
  • Structural Variant Representation
  • Searching dbVar
  • The dbVar Record Page
  • ClinVar Database
  • Submitting Data to ClinVar
  • Searching ClinVar Database
  • ClinVar Record Page
  • Gene Expression Omnibus (GEO) Database
  • Submitting Gene Expression Data to GEO
  • GEO DataSets
  • GEO DataSets Searching Examples
  • GEO Profiles
  • Searching GEO Profiles
  • Assembly
  • Assembly Submission
  • Searching the Assembly Database
  • Genome Database
  • Searching Genome Database
  • Browse by Organism
  • Human Genome
  • Genome Data Viewer
  • Genome Data Viewer Front Page
  • Components of Genome Data Viewer
  • Using Tools Menu
  • Using Tracks Menu
  • 100 Genome Browser
  • Online Mendelian Inheritance in Man
  • Searching OMIM
  • Searching OMIM from Entrez Interface
  • Searching OMIM from Original OMIM Interface
  • OMIM Gene Record Page
  • OMIM Phenotype Record Page
  • PopSet
  • Searching PopSet Database
  • BioSystems
  • Searching BioSystems
  • Finding Genes and Proteins Involved in a Pathway
  • Finding a Pathway by a Gene
  • dbGaP
  • Submitting Data to dbGaP
  • Accessing dbGaP Data
  • Searching dbGaP
  • SRA Database
  • Submitting Data to SRA Database
  • Searching for SRA Data
  • Installing SRA Toolkit
  • Using SRA Toolkit Executables
  • Downloading SRA Files with Prefetch
  • Extracting Data from SRA Files
  • Extracting Data from dbGaP Non-SRA Files
  • Validation of Downloaded SRA Data Integrity
  • Taxonomy
  • NCBI Literature Databases
  • PubMed
  • Searching PubMed Database
  • PubMed Record Page
  • MeSH
  • PubMed Central
  • Bookshelf
  • References
  • Chapter 4 NCBI Entrez E-Utilities and Applications
  • Introduction
  • NCBI Application Programming Interface Key
  • NCBI History Server
  • E-utilities Programs
  • EInfo
  • Gquery
  • ESearch
  • EPost
  • ESummary
  • EFetch
  • ELink
  • ESpell
  • ECitMatch
  • References
  • Chapter 5 The Entrez Direct
  • Introduction
  • EDirect Installation
  • Installing EDirect on Linux and MacOS
  • Installing EDirect on Windows 10
  • Using EDirect
  • EInfo
  • ESearch
  • EFetch
  • ELink
  • EFilter
  • Epost
  • Nquire
  • Xtract
  • XML Structure of Entrez Database Records and Data Types
  • Identifying Patterns and Elements in an XML Document
  • Extracting XML Child Elements
  • Extracting XML Attribute
  • Formatting Columns
  • Grouping of Child Elements by Parents
  • Using Xtract Conditional Arguments with Elements
  • Using Xtract Conditional Arguments with String Constraints
  • Extracting Data from Docsum Format
  • Extracting Data from INSDSeq Format
  • Extending EDirect with Bash Shell Script
  • References
  • Chapter 6 R and Python Packages for the NCBI E-Utilities
  • Introduction
  • R Entrez Package
  • List the NCB Databases
  • Displaying a Database Summary
  • Displaying the Field List of a Database
  • Searching Entrez Databases
  • Getting Summary Data from Records
  • Extracting Summary Data from Records
  • Fetching Database Records
  • Listing Linked Databases and Records
  • Using BioPython for Entrez Databases
  • Installing Python
  • Installing Python and BioPython on Linux
  • Installing Python and BioPython on Windows
  • Using BioPython Entrez Package
  • Getting Information of Entrez Databases
  • Searching Entrez Databases
  • Uploading UIDs to the History Server
  • Retrieving Records’ Summaries
  • Fetching Data from Entrez Database Records
  • Finding Related Records in NCBI Databases
  • Printing Records Counts of All Entrez Databases
  • Providing Correction Suggestions
  • References
  • Chapter 7 Pairwise Sequence Alignment
  • Introduction
  • Pairwise Sequence Alignment
  • Global Sequence Alignment
  • Similarity Scores
  • Global Alignment Algorithm
  • Local Sequence Alignment and Algorithm
  • BLAST Algorithm
  • PSI-BLAST
  • References
  • Chapter 8 Basic Local Alignment Search Tool
  • Introduction
  • Web BLAST
  • BLAST Field Description
  • Using BLAST
  • Aligning Two Sequences
  • Aligning Multiple Sequences
  • Identifying a Nucleotide Sequence
  • Finding Closely Related Species
  • Identifying Unknown Bacteria Using 16S rRNA Sequence
  • Constructing Phylogenetic Tree for Human Related Species
  • Constructing Phylogenetic Tree Using Protein Sequences
  • Annotate a Metagenomic Contig
  • Finding Protein Conserved Domains with Solved Structures
  • Designing Primers for PCR
  • Stand-Alone BLAST
  • Installing and Running local BLAST on Windows
  • Installing and Running Local BLAST on Linux
  • Building a BLAST Database
  • The Use of the Local BLAST
  • References
  • Index
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