Molecules · 2019 · 40 citations · 35 references
MedicineGeneticsOncologyCancer GeneticsMolecular OncologyOncogenesCancer GenomicsCancer Molecular DiagnosticsComputational OncologyMutational SignaturesProtein StructureProtein Structure ModelingCancer BioinformaticsCell Growth RegulationComputational Cancer GenomicsComputational ScreeningDisease Diagnostic BiomarkersPoint MutationsSingle Nucleotide Variant AnalysisSingle-nucleotide Polymorphisms
The human KRAS (Kirsten rat sarcoma) is an oncogene, involved in the regulation of cell growth and division. The mutations in the KRAS gene have the potential to cause normal cells to become cancerous in human lungs. In the present study, we focus on non-synonymous single nucleotide polymorphisms (nsSNPs), which are point mutations in the DNA sequence leading to the amino acid variants in the encoded protein. To begin with, we developed a pipeline to utilize a set of computational tools in order to obtain the most deleterious nsSNPs (Q22K, Q61P, and Q61R) associated with lung cancer in the human KRAS gene. Furthermore, molecular dynamics simulation and structural analyses of the 3D structures of native and mutant proteins confirmed the impact of these nsSNPs on the stability of the protein. Finally, the experimental results demonstrated that the structural stability of the mutant proteins was worse than that of the native protein. This study provides significant guidance for narrowing down the number of KRAS mutations to be screened as potential diagnostic biomarkers and to better understand the structural and functional mechanisms of the KRAS protein.
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Helen M. Berman · Nucleic Acids Research · 2000 · 39.8K citations
GROMACS: Fast, flexible, and free
David van der Spoel, Erik Lindahl, Berk Hess et al. · Journal of Computational Chemistry · 2005 · 19.1K citations
Natural Sciences, Chemistry, Physics +17
Canonical sampling through velocity rescaling
Giovanni Bussi, Davide Donadio, Michele Parrinello · The Journal of Chemical Physics · 2007 · 18.4K citations · Full text
Natural Sciences, Chemistry, Physics +17