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DNA Visualization with Sacks Spiral Method: An Application in Genomic Engineering.

机译:麻袋螺旋法DNA可视化:在基因组工程中的应用。

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摘要

We introduce a new and simple technique for visualizing DNA sequences using the Sacks Spiral function, a mapping method that operates on a highly refined sequence of positive integers to highlight significant functional relationships. This tool allows the comparison of protein pairs to determine their similarities in lieu of profound biochemical analysis. As a unipolar positioning system, the Sacks Spiral reveals quadratic polynomial tendencies of certain points on a DNA or protein sequence.;Gene databanks deal with a large amount of data, where, according to NCBI, there are over 33x1010 nucleotide base pairs with an 18.2% annual increment (185th release in 8/2011). Within this deluge of data lies a wealth of valuable information related to the nature and behavior of living systems of all species. This, in return, will allow experts to enhance the knowledge base in the medical and associated sciences, ensuring the nation's ability to treat and prevent diseases.;With every new gene discovery, scientists must determine its functionality. One method for doing so is to run a similarity search algorithm associated with the databank. Different gene banks use diverse statistical approaches and algorithms to automatically find similarities between multiple sequences. However, when running distinctive algorithms for the same query, different results were attained. The discrepancy in algorithm outcomes challenged the ability to determine the exact functionality of a newly discovered protein.;Our method converses information efficiently and explicitly through a graphical means. This empowers human eyes to replace cognitive calculations with minimal perceptive inferences, and enhances the evaluation and decision making of comparing proteins, to distinguish their similarities among a group of proteins. It then allows us to easily determine the most similar protein to the newly discovered one and ultimately determine its functionality.;This work is a major step in gaining fundamental knowledge about the nature and behavior of living systems through computer engineering, computer science, bioinformatics, and deductive mathematical reasoning, thus facilitating the expansion and acceleration of genomics research and initiatives.
机译:我们介绍了一种新的简单技术,用于使用Sacks Spiral函数(Sacks Spiral函数)可视化DNA序列,该映射方法对高度精确的正整数序列进行操作以突出显示重要的功能关系。该工具可以对蛋白质对进行比较,从而确定其相似性,而不用进行深入的生化分析。作为单极定位系统,“麻袋螺旋”揭示了DNA或蛋白质序列上某些点的二次多项式趋势。基因数据库处理了大量数据,根据NCBI,其中有33x1010个核苷酸碱基对和18.2个碱基对。 %年增长率(2011年8月第185版)。在这大量数据中,存在着与所有物种的生命系统的性质和行为有关的大量有价值的信息。作为回报,这将使专家们能够增强医学和相关科学的知识基础,确保该国治疗和预防疾病的能力。随着每一个新基因的发现,科学家必须确定其功能。一种这样做的方法是运行与数据库关联的相似性搜索算法。不同的基因库使用多种统计方法和算法来自动查找多个序列之间的相似性。但是,当对同一查询运行独特的算法时,获得了不同的结果。算法结果的差异挑战了确定新发现的蛋白质的确切功能的能力。我们的方法通过图形方式有效而明确地交换信息。这使人眼能够以最少的感知推断来代替认知计算,并增强了比较蛋白质的评估和决策,以区分蛋白质组之间的相似性。然后,我们可以轻松地确定与新发现的蛋白质最相似的蛋白质,并最终确定其功能。这项工作是通过计算机工程,计算机科学,生物信息学,和演绎数学推理,从而促进了基因组学研究和计划的扩展和加速。

著录项

  • 作者

    Nachawati, Susan Tabbaa.;

  • 作者单位

    The Claremont Graduate University.;

  • 授予单位 The Claremont Graduate University.;
  • 学科 Biophysics Biomechanics.
  • 学位 Ph.D.
  • 年度 2013
  • 页码 229 p.
  • 总页数 229
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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