PRAGUE SUMMER SCHOOL - NEXT-GEN SEQ DATA ANALYSIS
Quality Control, Read Mapping, Visualization and Downstream Analyses
When: 5 - 9 September 2016
Where: Conference Centre, Institute of Molecular Genetics, Prague, Czech Republic
Website: https://www.seqme.eu/en/courses/dates/ngs-summer-school
Check more courses at ecSeq Bioinformatics.
Who Should Attend
Molecular biologists or data analysts with an interest in Next-Generation Sequencing (NGS) data analysis. You should be computer literate and have a basic understanding of molecular biology (DNA, RNA, gene expression, PCR).
Scope and Topics
The goal of this workshop is to give you a deeper understanding of the Next-Generation Sequencing technology with a special focus on bioinformatics issues. All workshop participants will perform important steps of NGS data analysis tasks themselves.
Programme
Day 1 - Linux for bioinformatics
Go beyond the graphical user interface!
- Introduction to essential tools and file formats required for NGS data analysis assuring that all participants are able to follow the practical parts
- Command line and important commands
- Combining commands by piping and redirection
- Bioinformatics file formats (e.g. FASTA, BED, VCF, WIG) and databases (e.g. UCSC, ENSEMBL)
- Important bioinformatics tool kits (BEDtools, UCSCtools)
Day 2 to 3 - NGS data analysis
Get a full picture of NGS workflow!
- Advantages and disadvantages of current sequencing technologies and their implications on data analysis, NGS file formats and hands- on analyses
- Introduction to sequencing technologies from a data analysts view
- Raw sequence files (FASTQ format)
- Preprocessing of raw reads: quality control (FastQC), adapter clipping, quality trimming
- Introduction to read mapping (Alignment methods, Mapping heuristics)
- Read mapping (BWA, Bowtie2, STAR, segemehl)
- Mapping output (SAM/BAM format)
- Usage of important NGS toolkits (samtools, BEDtools)
- Mapping statistics
- Visualization of mapped reads (IGV, UCSC)
Day 4 to 5 - Getting started with RNA-seq Data Analyses
Explore the open source world of RNA-seq!
- Understanding split-read mapping
- Running different split-read mappers (tophat, segemehl, STAR)
- Understanding the Tuxedo Suite (cufflinks, cuffcompare, cuffmerge,cuffdiff, etc.)
- Prediction of new transcripts/isoforms using cufflinks/cuffmerge
- Quantifying exons/genes/transcripts
- Prediction of
- Differential exon usage using DEXseq
- Differential gene expression using DEseq
- Differential isoform expression using cuffdiff
- Prediction of non-standard transcripts (circularized RNAs and/or fusion transcripts)
Every day - A brief presentation on real-life examples of data analysis given by bench scientists!
Seats and Fees
25 Seats available (First-come - First-served)
Registration: https://www.seqme.eu/en/courses/dates/ngs-summer-school
Registration fee: 1.450 Euro plus VAT
Registration fee includes: Workshop materials, Lunches/Coffee breaks, Workshop dinner. Please kindly notice that lodging, travel and other incidental expenses are the responsibility of the attendee.
NOTE:
The course will be done using a bootable USB stick containing a Linux environment with all needed NGS tools already installed! After the course you will get the stick with all exercises and results you created during the week. Thus, you can immediately apply what you have learned with your own data by just booting your machine from the stick!
