Pipeline information and data processing
Analysis of Pacbio and Illumina sequencing data produced from deep mutational scanning experiments
Collection of data, figures, and information for the Nipah virus receptor binding protein deep mutational scanning project
This website contains links and information for the Nipah virus receptor binding protein deep mutational scanning project. Look through Jupyter notebooks used in analyses, explore interactive charts, or download raw data. To view more information on the code used to analyze these data and generate the website, check out our GitHub repo. Interactive charts made with Altair. Embedding of Altair plots was done with custom javascript code from dms-vep. All work was done in the Bloom Lab, part of Fred Hutch Cancer Center. To access the old version of the homepage built by dms-vep-pipeline-3
, click here.
Nipah virus is a bat-borne paramyxovirus that occassionally spills over into humans in SE Asia, causing fatal infections. Nipah virus relies on the coordination of two different viral entry proteins to enter cells: the receptor binding and fusion protein. The Nipah virus receptor binding protein is responsible for binding to host receptors (ephrin-B2 and ephrin-B3) on the cell surface. Following receptor binding, the receptor binding protein triggers the fusion protein, which undergoes irreversible conformational changes to fuse the host and viral membranes. Here are the molecular structures of the receptor binding and fusion proteins:
Given the spillover risk posed by Nipah, we sought to understand how mutations affect different phenotypes of the receptor binding protein. Specifically, we measured the effects of mutations on three different phenotypes: cell entry, receptor binding, and antibody escape. We utilized a recently developed lentivirus-based platform to perform the deep mutational scanning experiments. By applying different selection conditions on pseudovirus libraries, followed by deep sequencing to recover barcode frequencies, we were able to map the effects of thousands of mutations on the Nipah virus receptor binding protein. These data will help us understand functional constraints, and the possibility of escape from neutralizing antibodies.
All experiments were performed with non-replicative lentiviral-based pseudoviruses in a biosafety-level 2 laboratory by trained personnel. Pseudotyping is a method where viral entry proteins are expressed in combination with a viral vector from a different virus. By only expressing the Nipah receptor binding and fusion proteins on the surface of lentiviral particles, we can safely perform deep mutational scanning experiments without modifying authentic virus. Essential lentiviral genes, such as gag/pol, rev, and tat, are not encoded by the lentiviral vector. These genes are instead introduced by transfecting cells with three separate plasmids. This ensures the pseudotyped lentiviruses cannot replicate outside of a cell culture system where these plasmids are co-transfected. Finally, to limit the information hazards associated with identifying human-specific adaptive mutations, we used ephrin-B2 and ephrin-B3 orthologs from the bat species Pteropus alecto, a natural host of henipaviruses, for all assays.
Move slider to see different sites in the receptor binding protein. A simple demonstration of deep mutational scanning data.
Site: 0, Wildtype: