Significant biases of dinucleotide composition in many RNA viruses including influenza A virus have been reported in recent years. Previous studies have showed that a codon-usage-altered influenza mutant with elevated CpG usage is attenuated in mammalian in vitro and in vivo models. However, the relationship between dinucleotide preference and codon usage bias is not entirely clear and changes in dinucleotide usage of influenza virus during evolution at segment level are yet to be investigated. In this study, a Monte Carlo type method was applied to identify under-represented or over-represented dinucleotide motifs, among different segments and different groups, in influenza viral sequences. After excluding the potential biases caused by codon usage and amino acid sequences, CpG and UpA were found under-represented in all viral segments from all groups, whereas UpG and CpA were found over-represented. We further explored the temporal changes of usage of these dinucleotides. Our analyses revealed significant decrease of CpG frequency in Segments 1, 3, 4, and 5 in seasonal H1 virus after its re-emergence in humans in 1977. Such temporal variations were mainly contributed by the dinucleotide changes at the codon positions 3-1 and 2-3 where silent mutations played a major role. The depletions of CpG and UpA through silent mutations consequently led to over-representations of UpG and CpA. We also found that dinucleotide preference directly results in significant synonymous codon usage bias. Our study helps to provide details on understanding the evolutionary history of influenza virus and selection pressures that shape the virus genome.
Objectives
Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease characterized by the progressive loss of motor neurons (MN). CREB pathway‐mediated inhibition of apoptosis contributes to neuron protection, and PAK4 activates CREB signalling in diverse cell types. This study aimed to investigate PAK4’s effect and mechanism of action in ALS.
Methods
We analysed RNA levels by qRT‐PCR, protein levels by immunofluorescence and Western blotting, and apoptosis by flow cytometry and TUNEL staining. Cell transfection was performed for in vitro experiment. Mice were injected intraspinally to evaluate PAK4 function in vivo experiment. Rotarod test was performed to measure motor function.
Results
The expression and activation of PAK4 significantly decreased in the cell and mouse models of ALS as the disease progressed, which was caused by the negative regulation of miR‐9‐5p. Silencing of PAK4 increased the apoptosis of MN by inhibiting CREB‐mediated neuroprotection, whereas overexpression of PAK4 protected MN from hSOD1G93A‐induced degeneration by activating CREB signalling. The neuroprotective effect of PAK4 was markedly inhibited by CREB inhibitor. In ALS models, the PAK4/CREB pathway was inhibited, and cell apoptosis increased. In vivo experiments revealed that PAK4 overexpression in the spinal neurons of hSOD1G93A mice suppressed MN degeneration, prolonged survival and promoted the CREB pathway.
Conclusions
PAK4 protects MN from degeneration by activating the anti‐apoptotic effects of CREB signalling, suggesting it may be a therapeutic target in ALS.
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