微型轨道导论:生物信息学中的计算问题

Hesham H. Ali
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引用次数: 0

摘要

在计算生物学和计算化学的坚实基础上,生物信息学正迅速成为21世纪最令人兴奋的科学学科之一。生物信息学是一个真正的多学科研究领域,涉及数学和计算方法的发展和使用,以协助建模和解决生物科学中的问题。采用算法方法对生物科学许多领域的发展和进步至关重要。这在一定程度上是由于最近生物数据的爆炸式增长,这需要相应的自动化系统和工具的规模和复杂性的增加,使研究人员能够利用其可用性。此外,还有大量的研究项目和应用需要自动计算支持。对生物信息学的需求反映了生物科学最近发生的根本变化。随着越来越多重要的生物元素的研究及其在复杂生物系统中的作用被发现,很明显,将计算研究和实验工作结合起来对于探索和理解这些发现至关重要。尽管生物信息学迷你论坛关注的是生物信息学中的计算问题,但其主要目标是为所有相关领域的研究人员提供一个场所,以展示解决实际生物信息学问题的新综合方法。这在构成迷你轨道的所有五篇论文中都很明显。每篇论文都提出了一个新的概念,工具或技术,这是由一个与生物信息学相关的重要问题所激发的。《迷你期刊》的前两篇论文涉及与全基因组相关的问题。在第一篇论文《基因定位、预测和发现的比较基因组注释》中,Kappen和Salbaum对两个基因组(人类基因组和缪斯基因组)中的特定染色体进行了分析,从而完全组装了一个包含14个基因的大型连续序列。虽然这篇论文倾向于生物信息学的生物科学方面,但第二篇论文采用计算技术来处理基因组水平的比对问题。在这篇题为《多个全基因组排列的原型》的论文中
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Introduction to minitrack: computational issues in bioinformatics
With a strong foundation in Computational Biology and Computational Chemistry, Bioinformatics is fast emerging as one of the most exciting scientific disciplines in the twenty-first century. A true multidisciplinary field of study, Bioinformatics deals with the development and use of mathematical and computational methods to assist in modeling and solving problems in biosciences. Employing algorithmic approaches are expected to be essential to the development and advancement of many fields in biosciences. This, in part, is due to the recent explosion of biological data, which requires an associated increase in the scale and sophistication of the automated systems and tools that enable researchers to take advantage of its availability. Additionally, there are a large number of research projects and applications that demands automated computational support. The need for Bioinformatics reflects the radical changes that the biological sciences have undergone recently. As more important biological elements are studied and their roles in complex biological systems are discovered, it is apparent that integrating computational research and experimental work will be crucial in exploring and understanding these discoveries. Although the Bioinformatics Minitrack focuses on the computational issues in Bioinformatics, its main goal is to provide a venue for researchers from all related fields to present new integrated approaches to address real Bioinformatics problems. This is apparent in all five papers that comprise the minitrack. Each paper presents a new concept, tool or technique that is motivated by an important problem related to Bioinformatics. The first two papers in the minitrack deal with issues related to whole genomes. In the first paper, “Comparative Genome Anotation for Mapping, Prediction and discovery of Genes,” by Kappen and Salbaum, the analysis of specific chromosomes in two genomes, the human genome and the muse genome, leads to fully assemble a large contiguous sequence that contains fourteen genes. While the paper leaning toward the bioscience aspect of Bioinformatics, the second paper employs computational techniques to deal with alignment problems at the genome level. In the paper, titled, “A Prototype for Multiple Whole Genome Alignment,” by
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