基因组学和生物信息学教学中的三维可视化:HIV包膜蛋白的突变及其对疫苗设计的影响。

Kathy M Takayama
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引用次数: 4

摘要

这个项目需要提供一个可视化的环境来教授基因组测序和生物信息学的实际应用。目前的研究依赖于间接可视化技术(例如,测序反应中DNA的荧光标记)和复杂的计算机分析。这种方法不切实际,而且对实验课来说过于昂贵。更重要的是,我们需要直观地展示基因组序列信息应用的课程资源,而不是DNA测序方法本身。这个项目是一个基于计算机的课程计划,让学生参与到合作、基于问题的学习中。具体的例子集中在人类免疫缺陷病毒-1 (HIV-1)疫苗设计的方法基于HIV-1基因组序列的案例研究。学生们从公共数据库中对不同的HIV-1序列进行比较比对。然后,学生们通过将这些序列应用于HIV-1包膜蛋白结构的三维图像来检查HIV-1突变的后果,从而将其对疫苗设计等应用的影响可视化。本课程通过将一种类型的信息(基因组或蛋白质序列)应用到具体的视觉概念化中来提高解决问题的能力。学生的理解能力和解决问题的能力评估显示,电脑辅导后有明显的改善。此外,在案例研究中,这些概念的语境表达导致学生的反应显示出比教师期望的更高水平的认知能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Three-Dimensional Visualizations in Teaching Genomics and Bioinformatics: Mutations in HIV Envelope Proteins and Their Consequences for Vaccine Design.

This project addresses the need to provide a visual context to teach the practical applications of genome sequencing and bioinformatics. Present-day research relies on indirect visualization techniques (e.g., fluorescence-labeling of DNA in sequencing reactions) and sophisticated computer analysis. Such methods are impractical and prohibitively expensive for laboratory classes. More importantly, there is a need for curriculum resources that visually demonstrate the application of genome sequence information rather than the DNA sequencing methodology itself. This project is a computer-based lesson plan that engages students in collaborative, problem-based learning. The specific example focuses on approaches to Human Immunodeficiency Virus-1 (HIV-1) vaccine design based on HIV-1 genome sequences using a case study. Students performed comparative alignments of variant HIV-1 sequences available from a public database. Students then examined the consequences of HIV-1 mutations by applying the alignments to three-dimensional images of the HIV-1 envelope protein structure, thus visualizing the implications for applications such as vaccine design. The lesson enhances problem solving through the application of one type of information (genomic or protein sequence) into concrete visual conceptualizations. Assessment of student comprehension and problem-solving ability revealed marked improvement after the computer tutorial. Furthermore, contextual presentation of these concepts within a case study resulted in student responses that demonstrated higher levels of cognitive ability than was expected by the instructor.

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