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TOPIC: Functional Annotation

A repository for the lessons and tutorials for the Functional Annotation TOPIC channel of the BVCN

Prerequisites

Overview

This BVCN topic will cover:

  • how to predict opening reading frames for all three domains of life
  • the methodologies used to assign functions to proteins
  • the intricacies of the specific tools and databases that can used for varying levels of specificity

Lessons

Lesson 1 -- How to predict open reading frames on DNA

Introductory material

Date posted: 9 April 2020
Author(s): Dr. Benjamin Tully
Instructor(s): Dr. Benjamin Tully

  • Tools for predicting open reading frames for Bacteria and Archaea
  • Tools for predicting open reading frames for Eukaryotes
  • Converting open reading frames to predicted proteins

Content | Video presentation

Interactive material

Date posted: 9 April 2020
Author(s): Dr. Benjamin Tully
Instructor(s): Dr. Benjamin Tully

  • Use Prodigal to predict microbial proteins

Content | Video presentation | Binder

Primary tools/programs used:


Lesson 2 -- Inferring function from homologous matches

Introductory material

Date posted: 18 April 2020
Author(s): Dr. Benjamin Tully
Instructor(s): Dr. Benjamin Tully

  • Difference between homolog and ortholog?
  • Tools for homology based functional annotation

Content | Video presentation

Interactive material

Date posted: 9 April 2020
Author(s): Dr. Benjamin Tully
Instructor(s): Dr. Benjamin Tully

  • Use BLAST+ and DIAMOND
  • Interpret similarity based results

Content | Video presentation | Binder

Primary tools/programs used:


Lesson 3 -- Function from position-sensitive models

Introductory material

Date posted: 1 May 2020
Author(s): Dr. Benjamin Tully, Dr. Adelaide Rhodes
Instructor(s): Dr. Benjamin Tully

  • How do position-sensitive models work?
  • How to use a position-sensitive model to interpret function

Content | Video presentation

Interactive material

Date posted: 1 May 2020
Author(s): Dr. Benjamin Tully, Dr. Adelaide Rhodes
Instructor(s): Dr. Benjamin Tully

  • Use HMMER
  • Interpret HMM search results

Content | Video presentation | Binder

Primary tools/programs used:


Lesson 4 -- HMM-based annotation - FeGene Introduction

Introductory material

Date posted: 5 May 2020
Author(s): Arkadiy Garber
Instructor(s): Arkadiy Garber

  • Describe the process for making HMM to detect iron-related proteins
  • How FeGenie works

Content | Video presentation

Interactive material

Date posted: 5 May 2020
Author(s): Arkadiy Garber
Instructor(s): Arkadiy Garber

  • Demonstration of how FeGenie identifies iron-related proteins

Content | Video presentation | Binder

Primary tools/programs used:


Lesson 5 -- targeted HMM-based annotation - MagicCave

Introductory material

Date posted: 7 May 2020
Author(s): Arkadiy Garber
Instructor(s): Arkadiy Garber

  • Profiling datasets using HMMs
  • HMMER web interface
  • Getting HMMs from Pfam and TIGRFAMS
  • MagicLamp introduction
  • Make your own genie with HmmGenie

Content | Video presentation

Interactive material

Date posted: 7 May 2020
Author(s): Arkadiy Garber
Instructor(s): Arkadiy Garber

  • Demonstration of how MagicLamp profiles datasets with various HMM sets
  • Demontration on how to make your own HMMs
  • Demontration on how to use your own HMM sets with HmmGenie

Content | Video presentation 1 | Video presentation 2

tutorial 1: Binder

tutorial 2: Binder

Primary tools/programs used:


Lesson 6 -- Annotation with KEGG

Introductory material

Date posted: 22 May 2020
Author(s): Arkadiy Garber & Ben Tully
Instructor(s): Ben Tully & Arkadiy Garber

  • Introduction to KEGG
  • KEGG online interface
  • GhostKOALA and BlastKOALA
  • GHOSTX
  • KOALA-formatter
  • KofamKoala
  • KEGG-Decoder

Content | Video presentation

Interactive material

Date posted: 22 May 2020
Author(s): Ben Tully
Instructor(s): Ben Tully

  • Demonstration of how to use KEGG-Decoder

Content | Video presentation | Binder

Primary tools/programs used:


Lesson 7 -- Annotation AntiSMASH

Introductory material

Date posted: 3 August 2020
Author(s): Arkadiy Garber Instructor(s): Arkadiy Garber

  • Introduction to Secondary Metabolites
  • Antimicrobials
  • Siderophores
  • Introduction to AntiSMASH
  • Overview of AntiSMASH web interface

Content | Video presentation

Interactive material

Date posted: 3 August 2020
Author(s): Arkadiy Garber
Instructor(s): Arkadiy Garber

  • Demonstration of how to use standalone command-line AntiSMASH

Content | Video presentation | Binder

Primary tools/programs used:


Lesson 8 -- Pseudofinder

Introductory material

Date posted: 14 October 2020
Author(s): Arkadiy Garber Instructor(s): Arkadiy Garber

  • Introduction to pseudogenes
  • Pseudofinder algorithm overview
  • Pseudofinder output

Content | Video presentation

Interactive material

Date posted: 14 October 2020 Author(s): Arkadiy Garber
Instructor(s): Arkadiy Garber

  • Demonstration of how to use Pseudofinder

Content | Video presentation | Binder

Primary tools/programs used:

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A repository for the lessons and notebooks used for Binder tutorials

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