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Molecular Biology Background
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Schematic view of DNA organization in a cell
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A Gene is the fundamental physical and functional unit of heredity. A gene is an ordered sequence of nucleotides located in a particular position on a particular chromosome that encodes a specific functional product (i.e., a protein or RNA molecule). A Genome is all the genetic material (DNA) in the chromosomes of a particular organism; its size is generally given as its total number of base pairs. Genes and Genomes
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genetics.gsk.com/ graphics/dna-big.gif Four nucleotides: adenine (A), cytosine (C), guanine (G), and thymine (T) Bindings: –A with T (weaker), C with G (stronger) Forms a double helix – each strand is linked via sugar-phosphate bonds (strong), strands are linked via hydrogen bonds (weak) Genome is the part of DNA that encodes proteins: –…AACTCGCATCGAACTCTAAGTC… DNA Structure
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Comparisons between DNA and single stranded RNA with the diagram of the bases showing.
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The chemical structure of DNA
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Why is genomics interesting for the signal processing person? Because there are sequences there! OK, what sort of sequences? 1. Sequences from an alphabet of size four: … ATTCGAAGATTTCAACGGGAAAA … DNA 2. Sequences from an alphabet of size twenty: AACWYDEFGHIKLMNPQRSTVAPPQR Protein
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Size-4 alphabet: A, C, T, G: bases (also called or nucleotides) DNA sequences (genomes) are made of these. Genes are parts of DNA, and are 4-letter sequences. Adenine Thymine Cytosine Guanine or Uracil (in RNA) DNA: deoxyribonucleic acid RNA:ribonucleic acid
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Central Dogma of Molecular Biology Flow of information in a cell Recent development of high-throughput technologies that study the above flow – requires interdisciplinary effort – dealing with a huge amount of information
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Details of the information flow Replication of DNA –{A,C,G,T} to {A, C, G,T} Transcription of DNA to mRNA –{A,C,G,T} to {A, C, G,U} Translation of mRNA to proteins –{A,C,G,U} to {20 amino- acids} http://www-stat.stanford.edu/~susan/courses/s166/central.gif
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Genes can be turned on and off
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The twenty natural amino acids (B,J,O,U,X,Z missing) 11 essential amino acids. Animals cannot make the eleven indicated amino acids. They need to eat them; Milk provides all of these. Grains and beans together provide all of these.
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Protein Example Fibroblast growth factor proteins Basic bovine Acidic bovine length 146 length 140
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Example of a Protein: Hemoglobin (oxy, human) http://www.biochem.szote.u-szeged.hu/astrojan/protein2.htm Sequence of amino acids. Folds into beautiful 3D shapes. Necessary for function.
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Example of a protein (an enzyme) http://www.biochem.szote.u-szeged.hu/astrojan/protein2.htm
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The mapping from amino acids to codons is many-to-one
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Computational Gene-Finding
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