dms-vep / LASV_Josiah_GP_DMS

Analysis of DMS data on Lassa virus GP using dms-vep-pipeline-3
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Antibody escape vs functional effects plots to access potential of antibody escape #15

Closed Caleb-Carr closed 7 months ago

Caleb-Carr commented 7 months ago

This issue is related to the following comments:

Codon-optimized GPC was used for DMS analysis. The accessibility to specific aa mutations might differ between optimized DNA sequences and DNA sequences representing GPC on the viral genome.

Antibody escape mutations that are associated with little cost to GPC function seem like the most critical subset of mutations to focus on for future therapeutic design. Their identification is a major strength of this work, however, understanding the extent and identity of these is challenging from how they are represented in the figures (specifically, Fig 3B inset and Fig 4A). Could these be shown in a separate panel / figure rather than embedded into the already dense amino acid plots. For example, would plotting cell entry effect against site escape or some other direct comparison allow for these to be more clearly identified? This could be per antibody or potentially across all, with color or shape denoting antibody identity. This finding is central to the evolutionary capacity of Lassa GPC to escape antibodies but is not currently well demonstrated.

Caleb-Carr commented 7 months ago

@jbloom This interactive plot shows the relationship between functional effects and antibody escape. This plot is also colored by mutations that are only one nucleotide mutation away based on the Josiah nucleotide sequence (NC_004296). Static versions of this image are also created in this notebook for the paper.

jbloom commented 7 months ago

I forget the exact comment this is in response to, but my thoughts:

Caleb-Carr commented 7 months ago

The reviewers comments related to this analysis is in the main issue post above.

Caleb-Carr commented 7 months ago

Im closing this issue because the latest plot is faceted by single-nt mutations and shows the functional effects from -1.5 to >=0