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Education: Epigenetics Workshop: DNA Methylation Data Analysis -- How to use bisulfite-treated sequencing to study DNA methylation
Submitted by Adele Feuerstein; posted on Friday, May 27, 2016
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November 22-25, 2016
iad Pc-Pool, Rosa-Luxemburg-Straße 23, Leipzig, Germany
https://www.ecseq.com/workshops/workshop_2016-07-NGS-DNA-Methylation-Data-Analysis.html
SCOPE & TOPICS
The purpose of this workshop is to get a deeper understanding of the use of bisulfite-treated DNA in order to analyze the epigenetic layer of DNA methylation. Advantages and disadvantages of the so-called 'bisulfite sequencing' and its implications on data analyses will be covered. The participants will be trained to understand bisulfite-treated NGS data, to detect potential problems/errors and finally to implement their own pipelines. After this course they will be able to analyze DNA methylation and create ready-to-publish graphics.
By the end of this workshop the participants will:
- Be familiar with the sequencing method of Illumina
- Understand how bisulfite sequencing works
- Be aware of the mapping problem of bisulfite-treated data
- Understand how bisulfite-treated reads are mapped to a reference genome
- Be familiar with common data formats and standards
- Know relevant tools for data processing
- Automate tasks with shell scripting to create reusable data pipelines
- Perform basic analyses (call methylated regions, perform basic downstream analyses)
- Plot and visualize results (ready-to-publish)
- Be able to reuse all analyses
TARGET AUDIENCE
- Biologists or data analysts with no or little experience in analyzing bisulfite sequencing data
REQUIREMENTS
- Basic understanding of molecular biology (DNA, RNA, gene expression, PCR, ...)
- The data analysis will partly take place on the linux command line.
IMPORTANT DATES
Opening Date of Registration: February 1, 2016
Closing Date of Registration: November 1, 2016
Workshop: November 22-25, 2016 (8 am - 5 pm)
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