In silico exploration of 3d structures of pfmsp3 and pfmsp6 invasion genes and their allelic differences
Abstract
Malaria is one of the leading causes of child mortality in Africa. According to the World
Health Organization report 2011, there was an estimated 655,000 deaths in 2010 in Africa
most of which have been reported among children. This implies that malaria is a threat to the
human population. One of the ways to deal with this problem is to develop effective vaccines
against malaria. Antibody Dependent Cellular Inhibition (ADCI) is a phenomenon where
individuals who have been exposed to malaria develop a form of immunity also known as
premunition. The ADCI effect is effective against some Plasmodium falciparum invasion
proteins such as Merozoite Surface Protein (MSP) 3 and 6 making them potential candidates
for a malaria vaccine.
This study was conducted to determine the 3D structures of MSP3 and MSP6 as well as
determine the allelic differences between 3D7 and K1 strains. Due to the lack of good
templates we resorted to use ab initio modeling which is only able to model very small
proteins or peptides from larger ones. Smaller regions of interest such as high activity
binding peptides, regions that have been shown to elicit inhibition in in vitro assays as well
as epitopes were identified and modeled. For the regions modeled and verified to be correct,
we were able to identify pockets that are potential protein-ligand interaction as well as
antibody binding sites. This research will be useful to researchers focusing on malaria drugs
and vaccines who need to know what type of ligands to design and which areas to target.
Citation
Master of Science in BioinformaticPublisher
University of Nairobi