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A Benchmark Data Set and Comparative Study for Protein Structural Alignment Tools

Mittal, Dipti

Abstract Details

2008, MS, University of Cincinnati, Engineering : Computer Engineering.

Protein structural alignment is important for studying similarities between proteins. Various protein structural alignment tools have been developed for this task. These alignment tools have different characteristics and strategies on which they are based. In order to find out which structural alignment tool is the best for the application in hand and to develop better tools it is very important to classify the tools into groups based on these strategies and characteristics. In this research we have studied several protein structural alignment tools and categorized them based on several properties. This provides a basis and background work for the development of future structural alignment tools.

Typically the developers of a given structural alignment program test the program on a few pairs of proteins and comment on its comparison with other previously developed tools. Although there are a large number of alignment tools available, the tools have never been subjected to a comprehensive and critical comparative analysis on the basis of a common data set or test bench. The absence of such a common data set is the major reason for the lack of this analysis. In this research, we propose a benchmark data set to test any protein structural alignment program. This data set is composed of 221 protein pairs and is divided into 11 categories. We have tested all the online available structural alignment tools on this data set and analyzed their performance. On the basis of the alignment results we have computed overall rankings of these alignment tools using three different rating methods.

Carla Purdy, Dr. (Committee Chair)
Ali Minai, Dr. (Committee Member)
Raj Bhatnagar, Dr. (Committee Member)
151 p.

Recommended Citations

Citations

  • Mittal, D. (2008). A Benchmark Data Set and Comparative Study for Protein Structural Alignment Tools [Master's thesis, University of Cincinnati]. OhioLINK Electronic Theses and Dissertations Center. http://rave.ohiolink.edu/etdc/view?acc_num=ucin1223065980

    APA Style (7th edition)

  • Mittal, Dipti. A Benchmark Data Set and Comparative Study for Protein Structural Alignment Tools. 2008. University of Cincinnati, Master's thesis. OhioLINK Electronic Theses and Dissertations Center, http://rave.ohiolink.edu/etdc/view?acc_num=ucin1223065980.

    MLA Style (8th edition)

  • Mittal, Dipti. "A Benchmark Data Set and Comparative Study for Protein Structural Alignment Tools." Master's thesis, University of Cincinnati, 2008. http://rave.ohiolink.edu/etdc/view?acc_num=ucin1223065980

    Chicago Manual of Style (17th edition)