Analysis of high-throughput sequencing data (IT4I training)

Europe/Prague
450 (VŠB - Technical University Ostrava, IT4Innovations building)

450

VŠB - Technical University Ostrava, IT4Innovations building

Studentská 6231/1B 708 33 Ostrava–Poruba Czech Republic
Description

Annotation

High-throughput sequencing has revolutionized the way we understand biology. With state-of-the-art technologies one can nowadays re-sequence a human genome for less than 1,000$. However, key technical problems are still present. First, with current technologies one cannot sequence a long DNA molecule as a whole, but rather only read it out as many relatively short chunks; as a result, data analysis becomes complicated. Second, the convoluted interaction between biology, experimental protocols and sequencing is sometimes very hard to disentangle, requiring precise experimental designs. Third, the sheer amount of data forces people to design and use novel tools whose algorithmic behaviour is sometimes hard to grasp. In summary, the bioinformatics interpretation of the data remains complicated, computational expensive, and full of technical pitfalls that are sometimes not apparent at first sight.

Tutor

Paolo Ribeca (The Pirbright Institute, UK and Centro Nacional de Análisis Genómico, Spain)

Level

basic

Language

English

Purpose of the course (benefits for the attendees)

This course will provide a basic introduction about how to correctly analyze high-throughput sequencing data. Several biological applications, experimental setups and sequencing protocols will be considered. A few hands-on sessions will be an essential part of the course.

About the tutor(s)

Dr. Paolo Ribeca started working on the development of algorithms for the analysis of high-throughput sequencing data in 2008. He is the main architect of the GEM suite of bioinformatics programs (http://gemlibrary.sourceforge.net).

  • Thursday, 27 November
    • 09:30 10:00
      Registration 450

      450

      VŠB - Technical University Ostrava, IT4Innovations building

      Studentská 6231/1B 708 33 Ostrava–Poruba Czech Republic
    • 10:00 11:30
      Basics of high-throughput sequencing 450

      450

      VŠB - Technical University Ostrava, IT4Innovations building

      Studentská 6231/1B 708 33 Ostrava–Poruba Czech Republic
    • 11:30 13:00
      Lunch break 1h 30m
    • 13:00 14:30
      Alignment (basics; mapping) 450

      450

      VŠB - Technical University Ostrava, IT4Innovations building

      Studentská 6231/1B 708 33 Ostrava–Poruba Czech Republic
    • 14:30 15:00
      Coffee break 30m 450

      450

      VŠB - Technical University Ostrava, IT4Innovations building

      Studentská 6231/1B 708 33 Ostrava–Poruba Czech Republic
    • 15:00 16:30
      DNA-seq mapping hands-on 450

      450

      VŠB - Technical University Ostrava, IT4Innovations building

      Studentská 6231/1B 708 33 Ostrava–Poruba Czech Republic
    • 16:30 17:00
      Coffee break 30m 450

      450

      VŠB - Technical University Ostrava, IT4Innovations building

      Studentská 6231/1B 708 33 Ostrava–Poruba Czech Republic
    • 17:00 18:00
      Mapping, revisited (algorithms; protocols) 450

      450

      VŠB - Technical University Ostrava, IT4Innovations building

      Studentská 6231/1B 708 33 Ostrava–Poruba Czech Republic
      • 17:00
        Coffee break 30m
  • Friday, 28 November
    • 09:00 10:30
      RNA-seq mapping hands-on 450

      450

      VŠB - Technical University Ostrava, IT4Innovations building

      Studentská 6231/1B 708 33 Ostrava–Poruba Czech Republic
    • 10:30 11:00
      Coffee break 30m 450

      450

      VŠB - Technical University Ostrava, IT4Innovations building

      Studentská 6231/1B 708 33 Ostrava–Poruba Czech Republic
    • 11:00 12:45
      Downstream analysis. Differential quantification 450

      450

      VŠB - Technical University Ostrava, IT4Innovations building

      Studentská 6231/1B 708 33 Ostrava–Poruba Czech Republic
    • 12:45 14:00
      Lunch break 1h 15m
    • 14:00 15:30
      Basics of assembly 450

      450

      VŠB - Technical University Ostrava, IT4Innovations building

      Studentská 6231/1B 708 33 Ostrava–Poruba Czech Republic