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Bioinformatics in the Dynamic Genome Course
Introducing Freshmen to computational biology University of California, Riverside
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Dynamic Genome Course Give Freshmen a taste of research: First Half
Core Biological Concepts Key molecular biology skills Basic Bioinformatics Second Half Open ended guided research project
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Some history…DG at UGA Research Project: Identify transposable elements in newly sequenced genomes by homology Steps: BLAST exemplar(s) against genome Align top scoring “hits” Build gene trees of newly identified elements
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History con’t… >Copia_RT WVYRVKHKQDGSIDRYKARLVAKGYTQVEGLDYLDTFSP
VAKTTTLRLLLALAASQGWFLHQLDVDNAFLHGTLDEEI YMRLPPGVSSPRPNQVCLLQKSLYGLK
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Next design primers and verify location in genome.
POL Next design primers and verify location in genome. Simple, right…...?
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Students hated it File Formats
BLAST FASTA Command Line Clunky web based tools (2007) It took several weeks to get to the gene tree Solution…
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TARGeT: Tree Analysis of Related Genes and TEs.
Graduate student wrote a scritp First chapter in thesis Yujun Han, James Burnette, and Susan Wessler (2009). TARGeT: a web-based pipeline for retrieving and characterizing gene and transposable element families from genomic sequences. Nucleic Acids Research Hosted by CyVerse (a.k.a iPlant Collaborative) target.iplantcollaborative.org
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Quick TARGeT Demo
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TARGeT Recap Removed tedium Results mostly within attention span
Spend more time on biology in class…
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Ping protein query against Rice and Soybean
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Ping Transposase query against Rice genome
Protein query Nucleotide query Ask students: Why does the protein query find more putative homologs?
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Gene Families: Actin Rice Maize Query: Rice Actin
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Actin compared with Ping Tpase
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An aside: This summer 17 rising sophomores
Investigating genetic variation within gene families in Citrus and related genera
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Transpose to Riverside
Quarter system 20 class meetings of three hours each 4-5 weeks for background 5-6 weeks for project As of fall 2016, 6 sections per quarter Neil A. Campbell Science Learning Laboratory Most diverse R1 University 60% First to college Must provide the technology Be very careful with terminology
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Module 1: Genetic Information Flow
Students review central dogma outside of class Review in class with concept maps Experiment: Amplify the Actin gene from gDNA and cDNA
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Module 1: Locating Introns: Step 1
1. BLAST gDNA sequence vs cDNA sequence using BLAST2Sequences
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Step 2: Find locations
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Step 3: Draw gene structure
This analysis can be done on tablets!!
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Module 2: DNA Sequence Polymorphism
Experiment: Amplify a locus from many strains of maize Introduce idea of reference genome (B73) Sometimes introduce genome browsers, PCR primer design
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Sequence Analysis Multiple Sequence Alignment Burnette and Wessler
Genetics 2013
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Electronic Laboratory Notebook
The Dynamic Genome Laboratory Notebook is completely electronic We developed our own: FERPA compliant FREE Allows combining bioinformatics and wet lab data Allows collecting “big data” Robb et al. Course Source
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Demo eNotebook, data collection
Robb et al. Course Source
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Example Research Projects
Verify predicted TE insertions in rice and maize Phenotypes of transcription factor knock-outs in planaria and C. elegans. Verify knock out with PCR Characterize Ruby alleles in Citrus Polyembryony in Citrus and Poncirus (if time show data collection 3326)
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Challenges Students are not as computer literate as we are lead to believe. Simple curosity – “Did you google it?” “Did you Pubmed it?” Resistance to anything non-Facebook Good interfaces: DNA Subway Lots of support Diversity of examples TERMINOLOGY Three vocabularies Biological Words (transcription, translation) (gene, locus, ROI) Laboratory Words (PCR, gel, mini-prep) Computer Words (parameter, input, format, file type)
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Acknowledgments Dr. Sofia Robb Dr. Matthew Collin Dr. Yujan Han
Alex Cortez Rochelle Campbell
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