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I. defining genomes and their contents 2002: Sanger sequencing technology (few, long reads) EST projects (random cDNA clones) cloned gDNA (cosmids, fosmids, plasmids lambda phage) initial sequencing of human genome: ~15 years, 100’s of people, $3,000,000,000 2012: Next-generation sequencing technology (huge numbers of short reads) de novo transcriptome assembly massively parallel whole-genome shotgun re-sequence human genome (with poor assembly): one week, ~ 2 people, ~$3,000 (and falling…) McGrath, 2007
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II. differential expression 2002: low-throughputhigh-throughput northern blots qRT-PCR Haag et al., 1998 2013: RNAseq:sequence all mRNAs in sample, count reads microarrays (once genes known)
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selfing worms have: smaller transcriptomes less sex-biased expression of remaining genes Thomas et al. 2012 RNAseq XX vs. XO in 5 Caenorhabditis species
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III. genotype-phenotype association & evolutionary history 2002: identify markers (microsatellites, SNPs, RFLP) build recombination map map traits (induced or natural) to ever-smaller interval 2012: localize induced or clinical mutants by resequencing GWAS/QTL without map or pre-existing markers (even in wild populations) Implications for: medicine cell/developmental biology evolution ecological
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Sequence data should no longer be regarded as representative samples of a vast and unknowable whole. We are now in the era of the finite (and affordable) genome. How big can you think?
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Which regions of the genome are selected when an aphid switches host, when a fish evolves to live in caves, or when a marmot experiences climate change? Which transcripts increase in the cortex as a mouse develops ocular dominance, or in an annelid or a lamprey nerve cord as it regenerates? Does Silene have X-dosage compensation between the sexes? [just published!] Do chytrid-resistant frogs or drug-resistant Trypanosomes have any gene variants in common? What is the recombination map for a bat, a penguin, or a Panamanian fig tree? Exactly how many new mutations arise in a single generation of Arabidopsis?
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A facility for next-gen sequencing exists in 5115 Plant Sciences (5 th Floor) Managed by Suwei (“Sue”) Zhao, with assistance from Kongyi (“Candy”) Jiang Suwei (R), Kongyi (L) (with Jerry Regier) http://www.ibbr.umd.edu/facilities/sequencing
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