Code Monkey home page Code Monkey logo

physalia_metagenomics's Introduction

Environmental metagenomics

Instructors

  • Dr. Antti Karkman, University of Helsinki
  • Dr. Igor Pessi, University of Helsinki

Overview

Metagenomics is a widely used tool for the analysis of microbial communities as it gives access to the genomes of uncultured microorganisms. Particularly in complex ecosystems (e.g. soil), currently uncultured taxa typically comprise a large fraction of the microbial communities. Metagenomics has many benefits compared to amplicon sequencing, as it gives information not only on the taxonomic diversity but also on the functional composition of microbial communities. Recent bioinformatic developments now allow the recovery of metagenome-assembled genomes (MAGs) at an incredible depth.

During this one week course you will learn state-of-the-art bioinformatic approaches to analyse metagenomic data. We will cover both both read- and assembly-based methods, focusing on the strenght of each of these methods depending on the research question. We will use data from both short- (e.g. Illumina) and long-read (e.g. Nanopore) sequencing platforms, as it improves dramatically MAG assembling and binning compared to short-read-only methods.

Prerequisites

We assume some basic awareness of analysis of UNIX and molecular biology.

Outcomes

By completing this course, you will:

  • Understand the basics of metagenomic sequencing and bioinformatic approaches to the analyis of metagenomic data
  • Be able to plan and execute a metagenomic sequencing project
  • Have an up-to-date knowledge on the bioinformatic tools and best practices for the analysis of metagenomes
  • Be able to choose the right tools and approaches to answer your specific research question
  • Have confidence to learn new methods needed to answer your research question

Program

Monday 19.04

Click here

  • Course outline and practical info
  • Introduction to metagenomics
  • Working with the command line
  • Setting up the Amazon Cloud
  • QC and trimming

Tuesday 20.04

Click here

  • Read-based analyses

Wednesday 21.04

Click here

  • Metagenome assembly
  • Assembly QC

Thursday 22.04

Click here

  • Genome-resolved metagenomics

Friday 23.04

Click here

  • MAG annotation and downstream analyses
  • Closing remarks and open discussion

physalia_metagenomics's People

Contributors

igorspp avatar karkman avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.