Wavelet Packet Analysis of Amino Acid Chain Sequences in the Proteins of Mesophile and Thermophile Bacteria
Dr. Jesus Pando
In this project, proteins from mesophile and thermophile bacteria with similar functions are compared. Initially it is assumed that the differences between these two bacteria are substantial to be recognized in the amino acid sequences of their proteins. These differences would then lead to the creation of a statistical measure, which would allow the classification of a protein to its corresponding bacteria. By assigning hydrophobicity values from three well-known scales, a discrete numeric signal is produced for each protein, which is analyzed using wavelet packets. The result of this method indicates that the overall hydrophobic tendencies of these two bacteria’s proteins are very similar. As such, no identifying characteristic is readily apparent to classify a protein as belonging to specific bacteria.
Linehan, John B.
"Wavelet Packet Analysis of Amino Acid Chain Sequences in the Proteins of Mesophile and Thermophile Bacteria,"
DePaul Discoveries: Vol. 5:
1, Article 20.
Available at: https://via.library.depaul.edu/depaul-disc/vol5/iss1/20