A conserved arginine in NS5 binds genomic 3' stem-loop RNA for primer-independent initiation of flavivirus RNA replication.

The commitment to replicate the RNA genome of flaviviruses without a primer involves RNA-protein interactions that have been shown to include the recognition of the stem-loop A (SLA) in the 5' untranslated region (UTR) by the nonstructural protein NS5. We show that DENV2 NS5 arginine 888, located within the carboxy-terminal 18 residues, is completely conserved in all flaviviruses and interacts specifically with the top-loop of 3'SL in the 3'UTR which contains the pentanucleotide 5'-CACAG-3' previously shown to be critical for flavivirus RNA replication. We present virological and biochemical data showing the importance of this Arg 888 in virus viability and de novo initiation of RNA polymerase activity in vitro. Based on our binding studies, we hypothesize that ternary complex formation of NS5 with 3'SL, followed by dimerization, leads to the formation of the de novo initiation complex that could be regulated by the reversible zipping and unzipping of cis-acting RNA elements.

Deep Learning to Decipher the Progression and Morphology of Axonal Degeneration.

Axonal degeneration (AxD) is a pathological hallmark of many neurodegenerative diseases. Deciphering the morphological patterns of AxD will help to understand the underlying mechanisms and develop effective therapies. Here, we evaluated the progression of AxD in cortical neurons using a novel microfluidic device together with a deep learning tool that we developed for the enhanced-throughput analysis of AxD on microscopic images. The trained convolutional neural network (CNN) sensitively and specifically segmented the features of AxD including axons, axonal swellings, and axonal fragments. Its performance exceeded that of the human evaluators. In an in vitro model of AxD in hemorrhagic stroke induced by the hemolysis product hemin, we detected a time-dependent degeneration of axons leading to a decrease in axon area, while axonal swelling and fragment areas increased. Axonal swellings preceded axon fragmentation, suggesting that swellings may be reliable predictors of AxD. Using a recurrent neural network (RNN), we identified four morphological patterns of AxD (granular, retraction, swelling, and transport degeneration). These findings indicate a morphological heterogeneity of AxD in hemorrhagic stroke. Our EntireAxon platform enables the systematic analysis of axons and AxD in time-lapse microscopy and unravels a so-far unknown intricacy in which AxD can occur in a disease context.

Optimal flexibility of the linker region of Zika virus NS5 methyltransferase-polymerase is critical for virus replication.

The flavivirus NS5 protein contains an N-terminal methyl-transferase (MTase) connected through a flexible linker with a C-terminal RNA-dependent RNA-polymerase (RdRp) domain, that work cooperatively to replicate and methylate the viral genome. In this study we probed the importance of an evolutionary-conserved hydrophobic residue (Val266) located at the start of the ten-residue interdomain linker of Zika virus (ZIKV) NS5. In flavivirus NS5 crystal structures, the start of the linker forms a 310 helix when NS5 adopts a compact conformation, but becomes disordered or extended in open conformations. Using reverse genetics system, we either introduced rigidity in the linker through mutation to a proline or flexibility through a glycine mutation at position 266. ZIKV NS5 Val 266 to Pro mutation was lethal for viral RNA replication while the Gly mutation was severely attenuated. Serial passaging of cell culture supernatant derived from C6/36 mosquito cells transfected with mutant ZIKV RNA showed that the attenuation can be rescued. Next generation deep sequencing revealed four single nucleotide polymorphisms that occur with an allele frequency >98%. The single non-synonymous NS5 mutation Glu419 to Lys is adjacent to RdRp motif G at the tip of the fingers subdomain, while the remaining three are synonymous variants at nucleotide positions 1403, 4403 and 6653 in the genome. Reverse engineering the changes into the ZIKV NS5/Val266Gly background followed by serial passaging revealed that residue 266 is under strong positive selection to revert back to Val. The interaction of the specific conformation of the NS5 linker with Val at position 266 and the RNA binding motif G region may present a potential strategy for allosteric antiviral drug development.