Multiple Sequence Alignment: Comparison and Evaluation
| dc.contributor.advisor | Jain, Sunita | |
| dc.contributor.author | Ritu | |
| dc.date.accessioned | 2016-10-27T14:00:13Z | |
| dc.date.available | 2016-10-27T14:00:13Z | |
| dc.date.issued | 2012 | |
| dc.description.abstract | The present investigation was undertaken to compare and evaluate eleven tools of Multiple Sequence Alignment, namely Bali-phy, ClustalW, DCA, Dialign, Kalign, MAFFT, Multalin, MUSCLE, PRALINE, PROBCONS and T-COFFEE and to present a choice to the users of MSA regarding the optimal program. Nineteen sequences, each of cytochrome C and hexokinase were aligned by these tools using their default parameters. On comparing the various features of MSA tools, it was found that linux was the most favoured operating system and Fasta was the most favoured input as well as output format. PRALINE was the only web-based and Bali-phy was the only stand-alone tool, while the rest of the tools were both stand-alone as well as web-based. Various MSA programs were based on different alignment algorithms and scoring matrices. Alignments produced were used to generate phylogenetic trees. Comparison of these phylogenetic trees with the reference phylogenetic tree i.e. NCBI Taxonomy Common Tree, showed that while the tree obtained from the T-COFFEE alignment tool was nearest to the NCBI Taxonomy Common Tree, phylogenetic trees produced by none of the MSA tools were consistent. Multalin tool was found to give the highest diversity of position scores on Scorecons server for both cytochrome C and hexokinase sequences; while TCOFFEE, MUSCLE, Kalign and MAFFT programs gave low scores. The benchmark database, BAliBASE was used in the current study for cytochrome C sequences. It was found that MSA programs Praline, MAFFT, MUSCLE and PROBCONS gave high SP scores for both divergent sequences and sub-families, while T-COFFEE gave low score. Inconsistent phylogenetic trees and discrepancy between Scorecons and BAliBASE scores from various MSA tools may be attributed to the use of highly divergent sequences from bacteria to human in the current study. | en_US |
| dc.identifier.uri | http://krishikosh.egranth.ac.in/handle/1/82537 | |
| dc.language.iso | en | en_US |
| dc.research.problem | CCSHAU | en_US |
| dc.sub | Bioinformatics | |
| dc.subject | Enzymes, Cytochromes, Coffee, Fungi, Proteins, Plant habit, Fruits, Bioinformatics, Bacteria, Sets | en_US |
| dc.these.type | M.Sc | |
| dc.title | Multiple Sequence Alignment: Comparison and Evaluation | en_US |
| dc.type | Thesis | en_US |
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