A Practical Introduction to NGS Data Analysis
13-14 April 2015
Link to Workshop Page
Number of Available Spaces: 28
Venue: ISIS Room, Oxford University IT Services, 7-19 Banbury Road, Oxford OX2 6NN, UK
The purpose of this workshop is to get a deeper understanding in High-Throughput Sequencing (HTS) with a special focus on bioinformatics issues. Advantages and disadvantages of current sequencing technologies and their implications on data analysis will be discovered. The participants will be trained on understanding their own HTS data, finding potential problems/errors therein and finally performing their own analyses using open source tools. In the course we will use a RNA-seq dataset from the current market leader, Illumina.
Each participant will have a dedicated workstation for the training.
Workshop Programme:
Day 1: 13 April, Monday: 9.00-17.00 (including two refreshment breaks and a lunch break)
Day 2: 14 April, Tuesday: 9.00-17.00 (including two refreshment breaks and a lunch break)
ecSeq Bioinformatics • Brandvorwerkstr. 43, D-04275 Leipzig, Germany • www.ecSeq.com
13-14 April 2015
Link to Workshop Page
Number of Available Spaces: 28
Venue: ISIS Room, Oxford University IT Services, 7-19 Banbury Road, Oxford OX2 6NN, UK
The purpose of this workshop is to get a deeper understanding in High-Throughput Sequencing (HTS) with a special focus on bioinformatics issues. Advantages and disadvantages of current sequencing technologies and their implications on data analysis will be discovered. The participants will be trained on understanding their own HTS data, finding potential problems/errors therein and finally performing their own analyses using open source tools. In the course we will use a RNA-seq dataset from the current market leader, Illumina.
Each participant will have a dedicated workstation for the training.
Workshop Programme:
Day 1: 13 April, Monday: 9.00-17.00 (including two refreshment breaks and a lunch break)
- Introduction to sequencing technologies from a data analysts viewSequence file formats (fastq)
- Mechanisms of instruments: Illumina, 454, IonTorrent and PacBio
- Sequencing protocols (mRNA-seq, microRNAseq, …)
- Capabilities & limitations: Error sources, biases & beyond
- Preparation of raw reads: quality control, adapter clipping
- Read mapping
- Alignment methods
- Mapping tools, mapping to a reference genome
Day 2: 14 April, Tuesday: 9.00-17.00 (including two refreshment breaks and a lunch break)
- Mapping output
- File formats (SAM/BAM)
- Samtools
- Bedtools
- Visualization of mapped reads
- UCSC: Data format for upload
- IGV
- Gene expression quantification
- Differential expression analysis
ecSeq Bioinformatics • Brandvorwerkstr. 43, D-04275 Leipzig, Germany • www.ecSeq.com
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