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Whole genome sequencing of bacterial genomes - tools and applications · LearnSpace
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Whole genome sequencing of bacterial genomes - tools and applications

Курс от Technical University of Denmark (DTU)
Начальный≈ 6.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course will cover the topic of Whole genome sequencing (WGS) of bacterial genomes which is becoming more and more relevant for the medical sector. WGS technology and applications are high on international political agenda, as the classical methods are being replaced by WGS technology and therefore bioinformatic tools are extremely important for allowing the people working in this sector to be able to analyze the data and obtain results that can be interpreted and used for different purposes. The course will give the learners a basis to understand and be acquainted with WGS applications in surveillance of bacteria including species identification, typing and characterization of antimicrobial resistance and virulence traits as well as plasmid characterization. It will also give the opportunity to learners to learn about online tools and what they can be used for through demonstrations on how to use some of these tools and exercises to be solved by learners with use of freely available WGS analysis tools . By the end of this course you should be able to: 1. Describe the general Principles in typing of Bacteria 2. Give examples of the applications of Whole Genome Sequencing to Surveillance of bacterial pathogens and antimicrobial resistance 3. Apply genomic tools for sub-typing and surveillance 4. Define the concept of Next-Generation Sequencing and describe the sequencing data from NGS 5. Describe how to do de novo assembly from raw reads to contigs 6. Enumerate the methods behind the tools for species identification, MLST typing and resistance gene detection 7. Apply the tools for species identification, MLST typing and resistance gene detection in real cases of other bacterial and pathogen genomes. 8. Describe the methods behind the tools for Salmonella and E.coli typing, plasmid replicon detection and plasmid typing 9. Utilize the tools for Salmonella and E.coli typing, plasmid replicon detection and plasmid typing in real cases of other bacterial and pathogen genomes. 10. Explain the concept and be able to use the integrated bacterial analysis pipeline for batch analysis and typing of genomic data 11. Demonstrate how to construct phylogenetic tree based on SNPs 12. Apply the phylogenetic tool to construct phylogenetic trees and explain the relatedness of bacterial or pathogen strains 13. Describe how to create your own sequence database 14. Utilize the MyDbFinder tool to detect genetic markers of interest from whole genome sequencing

Навыки, которые вы освоите

BioinformaticsMicrobiologyDiagnostic TestsTaxonomyMedical Science and ResearchData ProcessingMolecular, Cellular, and MicrobiologyDatabase DevelopmentBiotechnologyScientific VisualizationData Analysis SoftwareEpidemiologyMolecular BiologyInfectious DiseasesBiomedical TechnologyData Pipelines

Программа курса

5 модулей · 26 учебных материалов

01Module 15 материалов

Welcome

Welcome lectureВидео

Introduction to bacterial sub-typing and surveillance

General Principles of typing of bacteriaВидеоSurveillance of Antimicrobial Resistance using whole genome sequencingВидеоYou own thoughts on applications for WGSОбсуждение

Учитесь у экспертов

Lina Cavaco

DVM, PhD, EBVS Specialist in Veterinary Microbiology

Pimlapas Leekitcharoenphon

PostDoc

Whole genome sequencing of bacterial genomes - tools and applications
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Обучение на Coursera

≈ 6.4 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Бенгальский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Урду, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Персидский, Венгерский, Польский

Часть программы вашего университета
Module 1Задание
02Module 24 материалов

Introduction to Next generation sequencing (NGS)

Application of Genomic tools- One technology takes it allВидеоIntroduction to Next-Generation sequencing (NGS)ВидеоDe novo assembly- from raw reads to contigs: assembler tool description and applicationВидеоModule 2Задание
03Module 34 материалов

NGS Tools for Species, MLST and Resistance Genes Identification

Species identification: KmerFinder tool description and applicationsВидеоMLST Typing: MLST tool description and applicationsВидеоResistance gene detection: Resfinder tool description and applicationsВидеоModule 3Задание
04Module 45 материалов

NGS Tools for serotyping and plasmid Identification

Salmonella Serotype identification: SeqSero tool description and applicationsВидеоE. coli serotype identification: serotype finder tool description and applicationsВидеоPlasmid replicon identification and plasmid typingВидеоMobile Element Finder: A web-based tool for detection of Mobile Genetic Elements in assembled sequencesВидеоModule 4Задание
05Module 58 материалов

NGS Tools For Bacterial Analysis Pipeline, Phylogeny and build your own database

Phylogenetic relatedness: CSI Phylogeny tool description and applicationsВидеоEvergreen Tree: A platform for identification of foodborne bacterial outbreaksВидеоMultipurpose detection of genetic markers- My Db finder tool description and applicationsВидеоModule 5Задание

Exercise: Solve the outbreak investigation!!!

TutorialВидеоText with Link to files to be used in tutorialЧтениеTutorial final QuizЗадание

Final remarks and conclusion of the course

Final Remarks and perspectivesВидео