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Genome Assembly Programming Challenge · LearnSpace
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Genome Assembly Programming Challenge

Курс от University of California San Diego
Продвинутый≈ 17.4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In Spring 2011, thousands of people in Germany were hospitalized with a deadly disease that started as food poisoning with bloody diarrhea and often led to kidney failure. It was the beginning of the deadliest outbreak in recent history, caused by a mysterious bacterial strain that we will refer to as E. coli X. Soon, German officials linked the outbreak to a restaurant in Lübeck, where nearly 20% of the patrons had developed bloody diarrhea in a single week. At this point, biologists knew that they were facing a previously unknown pathogen and that traditional methods would not suffice – computational biologists would be needed to assemble and analyze the genome of the newly emerged pathogen. To investigate the evolutionary origin and pathogenic potential of the outbreak strain, researchers started a crowdsourced research program. They released bacterial DNA sequencing data from one of a patient, which elicited a burst of analyses carried out by computational biologists on four continents. They even used GitHub for the project: https://github.com/ehec-outbreak-crowdsourced/BGI-data-analysis/wiki The 2011 German outbreak represented an early example of epidemiologists collaborating with computational biologists to stop an outbreak. In this online course you will follow in the footsteps of the bioinformaticians investigating the outbreak by developing a program to assemble the genome of the E. coli X from millions of overlapping substrings of the E.coli X genome.

Навыки, которые вы освоите

Graph TheoryBioinformaticsEpidemiologyAlgorithmsSoftware DevelopmentProgram DevelopmentInfectious DiseasesMolecular BiologyMolecular, Cellular, and MicrobiologyComputational Thinking

Программа курса

3 модулей · 17 учебных материалов

01The 2011 European E. coli Outbreak7 материалов

The 2011 European E. coli Outbreak

About UniversityЧтение2011 European E. coli outbreakВидеоAssembling phage genomeВидеоWhat does it mean to assemble a genome?Чтение

Учитесь у экспертов

Neil Rhodes

Adjunct Faculty

Michael Levin

Visiting Scholar

Michael Levin

Lecturer

Pavel Pevzner

Professor

Alexander S. Kulikov

Professor

Genome Assembly Programming Challenge
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в новой вкладке

Обучение на Coursera

≈ 17.4 ч

3 модулей

Язык: Английский

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

Часть программы вашего университета
Project DescriptionЧтение
Rules on the academic integrity in the courseЧтение
Programming Assignment 1: Assembling the phi 174X Genome Using Overlap GraphsПрограммирование
02Assembling Genomes Using de Bruijn Graphs6 материалов

Assembling Genomes Using de Bruijn Graphs

DNA arraysВидеоAssembling genomes from k-mersВидеоDe Bruijn graphsВидеоBridges of Königsberg and universal stringsВидеоEuler theoremВидеоProgramming Assignment 2: Assembling the phi 174X Genome Using De Bruijn GraphsПрограммирование
03Genome Assembly Faces Real Sequencing Data4 материалов

Genome Assembly Faces Real Sequencing Data

Splitting the genome into contigsВидеоFrom reads to read-pairsВидеоGenome assembly faces real sequencing dataВидеоProgramming Assignment 3: Genome Assembly Faces Real Sequencing DataПрограммирование