Predicting antibacterial activity from snake venom proteomes.

The continued evolution of antibiotic resistance has increased the urgency for new antibiotic development, leading to exploration of non-traditional sources. In particular, snake venom has garnered attention for its potent antibacterial properties. Numerous studies describing snake venom proteomic c...

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Main Authors: Justin L Rheubert, Michael F Meyer, Raeshelle M Strobel, Megan A Pasternak, Robert A Charvat
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0226807
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spelling doaj-bd736c79f3794aa3a0efc8c3d9a7b3622021-03-03T21:22:24ZengPublic Library of Science (PLoS)PLoS ONE1932-62032020-01-01151e022680710.1371/journal.pone.0226807Predicting antibacterial activity from snake venom proteomes.Justin L RheubertMichael F MeyerRaeshelle M StrobelMegan A PasternakRobert A CharvatThe continued evolution of antibiotic resistance has increased the urgency for new antibiotic development, leading to exploration of non-traditional sources. In particular, snake venom has garnered attention for its potent antibacterial properties. Numerous studies describing snake venom proteomic composition as well as antibiotic efficacy have created an opportunity to synthesize relationships between venom proteomes and their antibacterial properties. Using literature reported values from peer-reviewed studies, our study generated models to predict efficacy given venom protein family composition, snake taxonomic family, bacterial Gram stain, bacterial morphology, and bacterial respiration strategy. We then applied our predictive models to untested snake species with known venom proteomic compositions. Overall, our results provide potential protein families that serve as accurate predictors of efficacy as well as promising organisms in terms of antibacterial properties of venom. The results from this study suggest potential future research trajectories for antibacterial properties in snake venom by offering hypotheses for a variety of taxa.https://doi.org/10.1371/journal.pone.0226807
collection DOAJ
language English
format Article
sources DOAJ
author Justin L Rheubert
Michael F Meyer
Raeshelle M Strobel
Megan A Pasternak
Robert A Charvat
spellingShingle Justin L Rheubert
Michael F Meyer
Raeshelle M Strobel
Megan A Pasternak
Robert A Charvat
Predicting antibacterial activity from snake venom proteomes.
PLoS ONE
author_facet Justin L Rheubert
Michael F Meyer
Raeshelle M Strobel
Megan A Pasternak
Robert A Charvat
author_sort Justin L Rheubert
title Predicting antibacterial activity from snake venom proteomes.
title_short Predicting antibacterial activity from snake venom proteomes.
title_full Predicting antibacterial activity from snake venom proteomes.
title_fullStr Predicting antibacterial activity from snake venom proteomes.
title_full_unstemmed Predicting antibacterial activity from snake venom proteomes.
title_sort predicting antibacterial activity from snake venom proteomes.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2020-01-01
description The continued evolution of antibiotic resistance has increased the urgency for new antibiotic development, leading to exploration of non-traditional sources. In particular, snake venom has garnered attention for its potent antibacterial properties. Numerous studies describing snake venom proteomic composition as well as antibiotic efficacy have created an opportunity to synthesize relationships between venom proteomes and their antibacterial properties. Using literature reported values from peer-reviewed studies, our study generated models to predict efficacy given venom protein family composition, snake taxonomic family, bacterial Gram stain, bacterial morphology, and bacterial respiration strategy. We then applied our predictive models to untested snake species with known venom proteomic compositions. Overall, our results provide potential protein families that serve as accurate predictors of efficacy as well as promising organisms in terms of antibacterial properties of venom. The results from this study suggest potential future research trajectories for antibacterial properties in snake venom by offering hypotheses for a variety of taxa.
url https://doi.org/10.1371/journal.pone.0226807
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