A Zero-Knowledge Based Introduction to Biology

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A Zero-Knowledge Based Introduction to Biology Bo Yoo and Yatish Turakhia January 15, 2019

Announcements TA Office Hours (starting this Friday – Jan 18): Mondays 4:30PM-6:30PM in Beckman B381 Tuesdays 3:00PM-5:00PM in Beckman B381 Wednesdays 4:00PM-6:00PM in Beckman B475 Fridays 4:00PM-6:00PM in Beckman B381 Attendance will be taken starting this Thursday (Jan 17) lecture There will be a sign-up sheet by the door You get two free absences If you have a valid reason, email one of the TAs before the class

Announcements Homework 1 will be released this Thursday (Jan 17) Due 11:59PM January 31 You have 3 late days (can use on homework only) Read the instructions carefully (what files to submit etc.) No Jupyter notebooks Post questions on Piazza instead of emailing us Include question number on the subject line 3 questions Questions 1 and 2 will require UCSC Genome Browser (tutorial 1/24)

Q: What is your genome?

Q: What is your genome? A: The sum of your hereditary information.

Human Genome 3 billion base pairs: A,T,G,C Full DNA sequence in virtually all cells DNA is the blueprint for life: Cookbook with many “recipes” for proteins - genes Proteins do most of the work in biology Yet, only ~2% of the genome is protein-coding genes!

What does the rest of the genome do? 3 billion base pairs – 2% coding,10-20% regulatory Seemingly less complex organisms may have large number of genes! Human (20-25k genes) vs. Rice (51k genes) 1 million Regulatory elements (switches) enable: Precise control for turning genes on/off Diverse cell types (lung, heart, skin) Analogy: Making specific recipes (genes) from a large cookbook (genome) at a given time

Quick Recap

DNA: “Blueprints” for a cell Genetic information encoded in long strings Deoxyribonucleic acid (DNA) comes in four bases: adenine (A), thymine (T), guanine (G) , and cytosine (C)

From DNA to Organism You are composed of ~ 10 trillion cells

From DNA to Organism Cell

From DNA to Organism Cell Protein Proteins do most of the work in biology

Q: How does one genome encode a variety of cell types in a complex organism?

Regulatory Elements ~ 20-25k genes CS analogy: Expression Modulated by Regulatory elements Enhancer, Promoters, Silencers CS analogy: Genes are like variable assignments (a = 7) Regulatory elements are control flow, complex logic

Controlling Gene Expression Transcription factors (TFs): Proteins that recognize sequence motifs in enhancers, promoters Combinatorial switches that turn genes on/off

How does the genome influence human disease?

Disease Implications SHH MUTATIONS Brain Limb Other Bejerano Lab

Limb Enhancer 1Mb away from Gene SHH on off Bejerano Lab

Enhancer Deletion limb SHH on off DELETE Limb Bejerano Lab

Enhancer 1bp Substitution limb SHH on off MUTATIONS Limb on off Lettice et al. HMG 2003 12: 1725-35 Bejerano Lab

Genome Wide Association Study (GWAS): 80% of GWAS SNPs are noncoding (hard to interpret) Active area of research GWAS is a study that takes the entire genetic variants from multiple individuals  and try to associate variants to traits. Usually it particularly focuses on single nucleotide polymorphisms or SNPs which is if the majority of the population has A in a particular location in the genome and a person has G instead. if an individual has a distinctive trait and a genetic variant that is not found in any other population,then the researcher may try to associate that trait with the SNPs. However since 80% of GWAS SNPs are noncoding which is difficult to analyze since the genomic region where that SNP is contain in does not have a well-known function compared to a protein coding gene  Bejerano Lab

How exactly do genes code for proteins?

Central Dogma of Biology

DNA: “Blueprints” for a cell Genetic information encoded in long strings Deoxyribonucleic acid comes in four bases: adenine, thymine, guanine, and cytosine

Nucleobase Complementary Pairing purines Adenine (A) Guanine (G) Thymine (T) Cytosine (C) pyrimidines

DNA Double Helix

DNA Packaging

Q: What is your genome? A:The sum of your hereditary information.

Q: What is your genome? A:The sum of your hereditary information. Humans bundle two copies of the genome into 46 chromosomes in every cell

Central Dogma of Biology

DNA (Deoxyribonucleic acid) vs RNA (ribonucleic acid) 5' end has phosphate group and 3' has hydroxyl group (OH), number comes from the number of carbon in the sugar attached to the base Deoxyribose in DNA Ribose in RNA

RNA Nucleobases purines pyrimidines Adenine (A) Guanine (G) Uracil (U) Cytosine (C) pyrimidines

Gene Transcription (DNA -> RNA) G A T T A C A . . . 5’ 3’ 3’ 5’ C T A A T G T . . .

Gene Transcription G A T T A C A . . . 5’ 3’ 3’ 5’ C T A A T G T . . . RNA polymerase binds to the DNA at the promoter site near the transcription starting site, RNA polymerase synthesizes the RNA from the DNA template

Gene Transcription Strands are separated (DNA helicase) G A T T A C A . . . 5’ 3’ 3’ 5’ C T A A T G T . . . DNA helicase are class of enzymes that open the double helix structure of DNA to allow RNA Polymerase to synthesize RNA Strands are separated (DNA helicase)

Gene Transcription G A T T A C A . . . 5’ 3’ 3’ G A U U A C A 5’ C T A A T G T . . . Read and add complements of the template An RNA copy of the 5’→3’ sequence is created from the 3’→5’ template

Gene Transcription 5’ 3’ 3’ 5’ pre-mRNA 5’ 3’ G A T T A C A . . . C T A A T G T . . . G A U U A C A . . . pre-mRNA 5’ 3’

RNA Processing 5’ cap poly(A) tail exon intron regions near the ends are called UTR or untranslated region and are never translated to protein mRNA 5’ UTR 3’ UTR

Gene Structure introns 5’ 3’ promoter exons 3’ UTR 5’ UTR coding non-coding

Central Dogma of Biology

From RNA to Protein Proteins are long strings of amino acids joined by peptide bonds Translation from RNA sequence to amino acid sequence performed by ribosomes 20 amino acids → 3 RNA letters required to specify a single amino acid

Amino Acid There are 20 standard amino acids H O H N C C OH H R Alanine Arginine Asparagine Aspartate Cysteine Glutamate Glutamine Glycine Histidine Isoleucine Leucine Lysine Methionine Phenylalanine Proline Serine Threonine Tryptophan Tyrosine Valine H O H N C C OH H R There are 20 standard amino acids

Translation

5’ . . . A U U A U G G C C U G G A C U U G A . . . 3’ Translation 5’ . . . A U U A U G G C C U G G A C U U G A . . . 3’ UTR Met Start Codon Ala Trp Thr Stop Codon

Translation The ribosome (a complex of protein and RNA) synthesizes a protein by reading the mRNA in triplets (codons). Each codon is translated to an amino acid.

Central Dogma of Biology

Different Cell Types Subsets of the DNA sequence determine the identity and function of different cells

Gene Expression Regulation When should each gene be expressed? Why? Every cell has same DNA but each cell expresses different proteins. Signal transduction: One signal converted to another: cascade has “master regulators” turning on many proteins, which in turn each turn on many proteins

Transcription Regulation Transcription factors link to binding sites Complex of transcription factors forms Complex assists or inhibits formation of the RNA polymerase machinery

Transcription Regulation TF A Binding Site Gene B Transcription Factor A

Transcription Factor Binding Sites Short, degenerate DNA sequences recognized by particular transcription factors For complex organisms, cooperative binding of multiple transcription factors required to initiate transcription Binding Sequence Logo

Mutations in the Genome Over our lifetime, our DNA replicates trillions of times with the help of DNA polymerase But even polymerase is “imperfect”, every now and then (roughly 1 in every 100,000 bp), DNA polymerase makes a mistake in replication resulting in “mutations” There are other sources of mutation, including smoking, sunlight and radiation

Single Nucleotide Changes

Single Nucleotide Changes

Mutation: Structural Abnormalities

Evolution = Mutation + Selection

Selection time Neutral mutation Harmful mutation Beneficial mutation

Summary All hereditary information encoded in double- stranded DNA Each cell in an organism has same DNA DNA → RNA → protein Proteins have many diverse roles in cell Gene regulation diversifies protein products within different cells

Further Reading See website: cs273a.stanford.edu