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Updated: Feb 9, 2026

Genotyping Single Nucleotide Polymorphisms in the Mitochondrial Genome by Pyrosequencing
Published on: February 10, 2023
Deleterious single nucleotide polymorphisms of protein kinase R identified by the computational approach
Anna Maria Melzer1, Navaneethan Palanisamy2
1Faculty of Biosciences, University of Heidelberg, Heidelberg, Germany.
Abstract:
The human protein kinase R (PKR) recognizes invading RNA viruses and mediates the antiviral immune response by phosphorylating the eukaryotic translation initiation factor 2α (eIF-2α), thus blocking protein translation in infected cells and thus preventing viral replication. The observation that individuals show different degrees of susceptibility to viral infections gives rise to the hypothesis that single nucleotide polymorphisms (SNPs) in the protein kinase R may alter the response to an infection. Using different available servers (e.g. SIFT, PROVEAN, Polyphen2, SNAP2, SNP&GOs, SNP-PhD, I-Mutant Suite), 14 SNPs were identified that were predicted to have deleterious effects on the protein kinase R. Five SNPs, namely D266Y, Y323D, I398 K, Y465C and Y472C, were selected for homology modeling and the generated models were investigated with regard to their secondary structure, residue fluctuations and eIF-2α binding. Analysis with computational tools POLYVIEW-MM, SAAPdap, SRIDE, CMView, elNémo, NMsim and PatchDock revealed structural changes in all mutants yielding a more stable structure at the cost of reduced flexibility (except Y465C) and less conformational freedom compared to the native protein. The conformational changes in the mutant protein structures and the displacement of functional residues from their strategic positions are predicted to affect the functionality of PKR, and consequently will affect the efficiency of the individual's antiviral immune response negatively. This study will aid the physicians in precision medicine field to tailor optimal treatment for the patients.
Insights
Single nucleotide polymorphisms (SNPs) in human protein kinase R (PKR) can impair antiviral immunity. Computational analysis revealed structural changes in PKR mutants that negatively affect the immune response to viral infections.
Area of Science:
- Immunology
- Molecular Biology
- Genetics
Background:
- Human protein kinase R (PKR) is crucial for antiviral immunity by inhibiting viral replication.
- Individual differences in susceptibility to viral infections suggest a genetic basis, potentially involving PKR.
- Single nucleotide polymorphisms (SNPs) in PKR may alter its function and the host's immune response.
Purpose of the Study:
- To investigate the impact of deleterious SNPs in PKR on its structure and function.
- To predict how these genetic variations affect the antiviral immune response.
Main Methods:
- Bioinformatic tools (SIFT, PROVEAN, Polyphen2, etc.) were used to identify 14 deleterious SNPs in PKR.
- Homology modeling and computational analysis (POLYVIEW-MM, SAAPdap, etc.) were performed on five selected SNPs (D266Y, Y323D, I398K, Y465C, Y472C).
- Analysis focused on secondary structure, residue fluctuations, and eIF-2α binding.
Main Results:
- Four out of five studied PKR SNPs (D266Y, Y323D, I398K, Y472C) resulted in more stable structures with reduced flexibility and conformational freedom.
- These structural changes are predicted to negatively impact PKR functionality and the efficiency of the antiviral immune response.
- The Y465C mutation was an exception, showing altered structure without reduced flexibility.
Conclusions:
- Deleterious SNPs in PKR can compromise the host's antiviral defense mechanisms.
- Understanding these genetic variations can inform precision medicine approaches for managing viral infections.
- This research highlights the importance of genetic factors in individual immune responses to viruses.
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