Genome Assembly Programming Challenge

开始时间: 04/22/2022 持续时间: Unknown

所在平台: CourseraArchive

课程类别: 计算机科学

大学或机构: CourseraNew

课程主页: https://www.coursera.org/archive/assembling-genomes

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课程详情

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 Genome Assembly Programming Challenge, 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. Do you have technical problems? Write to us: coursera@hse.ru

基因组大会编程挑战:2011年春季,德国数千人因致命疾病住院治疗,这种疾病最初是由于食物中毒和腹泻引起的,并常常导致肾功能衰竭。这是最近历史上最致命的一次暴发的开始,这种暴发是由一种神秘的细菌菌株引起的,我们将其称为E. coliX。德国官员很快将这次暴发与吕贝克的一家餐馆联系在一起,那里有近20%的顾客在一周内出现了血性腹泻。在这一点上,生物学家知道他们正面临着一个以前未知的病原体,而传统方法还不能满足需要–计算生物学家需要组装和分析新出现病原体的基因组。 为了调查暴发菌株的进化起源和致病潜力,研究人员启动了众包研究计划。他们从一名患者中释放出细菌DNA测序数据,引发了四大洲的计算生物学家进行的一系列分析。他们甚至将GitHub用于该项目:https://github.com/ehec-outbreak-crowdsourced/BGI-data-analysis/wiki 2011年德国爆发疫情是流行病学家与计算生物学家合作制止爆发的早期例子。在此“基因组装配程序设计挑战”中,您将通过开发程序从大肠埃希氏菌X基因组的数百万个重叠子串中组装大肠埃希氏菌X的基因组的程序,跟随生物信息学家调查疫情的脚步。 你有技术上的问题吗?写信给我们:coursera@hse.ru

课程大纲

In April 2011, hundreds of people in Germany were hospitalized with a deadly disease that often started as food poisoning with bloody diarrhea. 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. Within a few months, the outbreak had infected thousands and killed 53 people. To prevent the further spread of the outbreak, computational biologists all over the world had to answer the question “What is the genome sequence of E. coli X?” in order to figure out what new genes it acquired to become pathogenic. The 2011 German outbreak represented an early example of epidemiologists collaborating with computational biologists to stop an outbreak. In this Genome Assembly Programming Challenge, you will follow in the footsteps of the bioinformaticians investigating the outbreak by developing a program to assemble the genome of the deadly E. coli X strain. However, before you embark on building a program for assembling the E. coli X strain, we have to explain some genomic concepts and warm you up by having you solve a simpler problem of assembling a small virus.

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课程简介

In Spring 2011, thousands of people in Germany were hospitalized with a deadly disease that started

课程标签

算法 基因 毕业项目 数据结构与算法专项课程

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