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Introduction to Bioinformatics Dr. Rybarczyk, PhD University of North Carolina-Chapel Hill brybar@med.unc.edu
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What is Bioinformatics?
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Conceptualizing biology in terms of molecules and then applying “informatics” techniques from math, computer science, and statistics to understand and organize the information associated with these molecules on a large scale
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Objectives: Identify appropriate search tools for your needs Perform searches using ‘unknown’ sequence data Analyze protein structure using Protein Explorer
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Why do we use Bioinformatics? Store/retrieve biological information (databases) Retrieve/compare gene sequences Predict function of unknown genes/proteins Search for previously known functions of a gene Compare data with other researchers Compile/distribute data for other researchers
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Central Dogma DNA RNA Protein Genomic sequence RNA function & structure Protein sequence Protein structure Protein Function Phenotype
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Computer Tools Used in Bioinformatics NCBI GenBank Internet resources Sequence retrieval: Sequence comparison programs: Protein Structure: BLAST modeling prediction programs – RasMol, Protein Explorer GCGMacVector
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Similarity Searching: A tool for searching gene or protein sequence databases for related genes of interest The structure, function, and evolution of a gene may be determined by such comparisons Alignments between the query sequence and any given database sequence, allowing for mismatches and gaps, indicate their degree of similarity
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Algorithms Finds best matching pair comparisons of sequences input output Computer comparisons using mathematical probabilities
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MRCKTETGAR MRCGTETGAR % similarity 90% CATTATGATA GTTTATGATT 70%
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Sequence Analysis: Determine correct sequence of DNA Compare sequence with known sequences Translate DNA into protein sequence Understand protein function in context
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Current Tools Used in Bioinformatics Strengths: Accessibility Growing rapidly User friendly Weaknesses: Sometimes not up-to-date Limited possibilities Limited comparisons and information Not accurate
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Need for improved Bioinformatics Genomics:Human Genome Project Gene array technology Comparative genomics Functional genomics Proteomics: Global view of protein function Protein motifs Structural databases
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Data Mining Handling enormous amounts of data Sort through what is important and what is not Manipulate and analyze data to find patterns and variations that correlate with biological function
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http://bioinformatics.weizmann.ac.il/cards/
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3-D Protein Modeling Uses information determined by crystal structure methods Visualization of protein structure Make protein-protein comparisons Used to determine: conformation/folding antibody binding sites protein-protein interaction sites computer aided drug design
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Summary Introduction to Bioinformatics tools: Genbank, BLAST, GCG, GeneCard, Chime How Bioinformatics is used Advantages and disadvantages of tools Applications
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bioinformatics students educators researchers institutions
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