Linear indices of the 'macromolecular graph's nucleotides adjacency matrix'as a promising approach for bioinformatics studies. Part 1: Prediction of paromomycin's …

YM Ponce, JAC Garit, D Nodarse - Bioorganic & medicinal chemistry, 2005 - Elsevier
Bioorganic & medicinal chemistry, 2005Elsevier
The design of novel anti-HIV compounds has now become a crucial area for scientists
around the world. In this paper a new set of macromolecular descriptors (that are calculated
from the macromolecular graph's nucleotide adjacency matrix) of relevance to nucleic acid
QSAR/QSPR studies, nucleic acids' linear indices. A study of the interaction of the antibiotic
Paromomycin with the packaging region of the HIV-1 Ψ-RNA has been performed as
example of this approach. A multiple linear regression model predicted the local binding …
The design of novel anti-HIV compounds has now become a crucial area for scientists around the world. In this paper a new set of macromolecular descriptors (that are calculated from the macromolecular graph’s nucleotide adjacency matrix) of relevance to nucleic acid QSAR/QSPR studies, nucleic acids’ linear indices. A study of the interaction of the antibiotic Paromomycin with the packaging region of the HIV-1 Ψ-RNA has been performed as example of this approach. A multiple linear regression model predicted the local binding affinity constants [LogK (10−4M−1)] between a specific nucleotide and the aforementioned antibiotic. The linear model explains more than 87% of the variance of the experimental LogK (R=0.93 and s=0.102×10−4M−1) and leave-one-out press statistics evidenced its predictive ability (q2=0.82 and scv=0.108×10−4M−1). The comparison with other approaches (macromolecular quadratic indices, Markovian Negentropies and ‘stochastic’ spectral moments) reveals a good behavior of our method.
Elsevier
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