Genomics 6203
This is the general syllabus for BINF 6203 — Genomics.
Since genomics technologies and analysis methods change rapidly, we do not typically assign a textbook for the course, relying instead on recent review articles to cover important parts of the Genomics domain. If you would like to have a book that provides an overview in addition to the assigned readings, one possibility is Introduction to Genomics, by Arthur Lesk. It does not align perfectly with the course content but it does provide a reasonable overview of many course topics.
Week | Monday | Wednesday |
---|---|---|
1 | Introduction to Genomics | Genomic Data Repositories — Genbank and SRA Lab 1: SRA access and file conversion |
2 | Genomic Data Formats and Visualization | Next Gen Sequencing Platforms |
3 | NGS Data QC Lab 2: FastQC, Fast-X and Trimmomatic | Ab initio genome assembly |
4 | NGS assembly algorithms Lab 3: de novo assembly with SPAdes | Approaches to whole genome sequencing |
5 | Reference-based “assembly” Lab 3: reference-based mapping with bowtie2/samtools/etc | Read-mapping algorithms |
6 | Genome annotation Lab 5: gene annotation with myRAST | Genefinding Algorithms |
7 | Annotation formats and track manipulation Lab 6: Genome Browsers and Bedtools | MIDTERM |
8 | Comparative Genomics
| Gene Ontology and functional classifications |
7 | Orthology; content and functional comparison Lab 7: Genome alignment and comparison | Variant calling |
8 | Human genome variation projects Lab 8: Basic variant calling out of genome data | Haplotyping and linkage disequilibrium |
9 | Whole Genome association studies | Differential expression analysis Lab 9: RNA-Seq with a reference genome |
10 | Manipulating transcriptome data | Data normalization Lab 10: RNA-Seq analysis by transcriptome assembly |
11 | Statistics for gene expression analysis | Pathway and gene set analysis Lab 11: GAGE and Pathview |
12 | Pathview | Gene regulation Lab 12: ChIP-Seq analysis in CLC Genomics |
13 | Current topics | Current topics |