Introduction to RNA-Seq and Functional Interpretation

Date:

 Monday 20 Thursday 23 January 2020

Venue: 

European Bioinformatics Institute (EMBL-EBI) - Wellcome Genome Campus, Hinxton, Cambridge,  CB10 1SD, United Kingdom

Application opens: 

Monday 22 July 2019

Application deadline: 

Friday 04 October 2019

Participation: 

Open application with selection

Contact: 

Marina Pujol

Overview

This course will provide an introduction to the technology, data analysis, tools and resources used in RNA sequencing and transcriptomics. The content is intended to provide a broad overview of the subject area, and to introduce participants to simple data analysis using  the command line and APIs. It will also highlight key resources, approaches and methodologies to begin the biological interpretation and analysis of transcriptomics data. Topics will be delivered using a mixture of lectures, practical sessions and open discussions. Practical work during the course will use small, example data-sets - there will be no opportunity to  analyse personal data.

 

Audience

This course is aimed at life science researchers wanting to learn more about processing RNA-Seq data and later downstream analysis. It will help those wanting a basic introduction to handling RNA-Seq data, guiding them through several common approaches that can be applied to their own datasets. It features taught and practical sessions that cover how to interpret gene expression data and learn more about the biological significance of certain results.

Participants will require a basic knowledge of the Unix command line, the Ubuntu 18 operating system and the R statistical packages. We recommend these free tutorials:



Regardless of your current knowledge we encourage successful participants to use these, and other materials, to prepare for attending the course and future work in this area.

Syllabus, tools and resources

During this course you will learn about:



  • RNA-Seq file formats and basics of experiemental design
  • RNA-Seq bioinformatics workflow steps following sequence generation

  • Methods for transcriptomics; QC, mapping, visualisation tools

  • Data resources to assist in the functional analysis and interpretation of transcriptomic data
  • Introduction to single-cell transcriptomics
  • Data resources covered:

Outcomes

After this course you should be able to:



  • Describe a variety of applications and workflow approaches for NGS technologies

  • Use a range of bioinformatics software and tools to undertake basic analysis of RNA-Seq data
  • 
Evaluate the advantages and limitations of NGS analyses
  • Interpret and annotate data with functional information using public resources

Additional information

Accommodation will be provided at the Holiday Inn, Duxford Tuesday - Friday inclusive. Transport will be provided between the campus and accomodation from Tuesday evening to Friday morning.

The course includes evening meals at the Hinxton Hall Restaurant on campus or the Red Lion public house in nearby Hinxton village, as well as breaks and lunches outside the EMBL-EBI training room.

Programme

Day 1: Tuesday 21 January 2020
12:00-13:00 Arrival, registration, lunch  
13:00-14:00 Welcome, introductions and networking Tom Hancocks
14:00-15:30 Experimental design for RNA-Seq Tom Hancocks
15:30-16:00 Break  
16:00-17:00 RNA-Seq file formats To be confirmed
17:00-18:00 Exploring gene expression data with Expression Atlas Silvie Fexova
18:00 End of day  
19:00 Evening meal Hinxton Hall Restaurant
20:30 Shuttle to Holiday Inn, Duxford  
Day 2 – Wednesday 22 January 2020
08:30 Shuttle to campus  
08:45 Arrival  
09:00-10:30 Annotating the genome with RNA-Seq data Leanne Haggerty & Kostas Billis
10:30-11:00 Break  
11:00-12:30 Introduction to RNA-Seq Simon Andrews
12:30-13:30 Lunch  
13:30-16:00 RNA-Seq practical Simon Andrews
16:00-16:30 Break  
16:30-18:30 Exploring gene expression data with Expression Atlas Nancy George
18:30 End of day  
19:00 Evening meal Hinxton Hall Restaurant
20:30 Shuttle to Holiday Inn, Duxford  
Day 3 – Thursday 23 January 20202
08:30 Shuttle to campus  
08:45 Arrival  
09:00-11:00 Programmatic access to Expression Atlas Pablo Moreno
11:00-11:30 Break  
11:30-12:30 Next steps in gene prioritisation Liis Kolberg
12:30-13:30 Lunch  
13:30-15:00 Next steps in gene prioritisation Liis Kolberg
15:00-15:30 Break  
15:30-17:30 Integrating biological data with the Open Targets Platform Denise Carvalho-Silva & Asier Gonzales
17:30-18:30 Exploring biological pathways To be confirmed
18:30 End of day  
18:45 Evening meal Red Lion Pub, Hinxton
21:00 Shuttle to Holiday Inn, Duxford  
Day 4 – Friday 24 January 20202
08:15 Checkout of accommodation  
08:30 Shuttle to campus  
08:45 Arrival  
09:00-10:00 Towards single-cell RNA sequencing Irene Papatheodorou
10:00-11:00 Galaxy workflows for non-coding RNA RNAcentral Team
11:00-11:30 Break  
11:30-12:30 Galaxy workflows for non-coding RNA RNAcentral Team
12:30-12:45 Course wrap-up and feedback  
12:45-13:30 Lunch  
13:30 End of course  
13:45 Shuttle to Station Road, Cambridge