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Prediction pipeline for discovery of regulatory motifs associated with Brugia malayi molting

Filarial nematodes can cause debilitating diseases in humans. They have complicated life cycles involving an insect vector and mammalian hosts, and they go through a number of developmental molts. While whole genome sequences of parasitic worms are now available, very little is known about transcrip...

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Autores principales: Grote, Alexandra, Li, Yichao, Liu, Canhui, Voronin, Denis, Geber, Adam, Lustigman, Sara, Unnasch, Thomas R., Welch, Lonnie, Ghedin, Elodie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7337397/
https://www.ncbi.nlm.nih.gov/pubmed/32574217
http://dx.doi.org/10.1371/journal.pntd.0008275
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author Grote, Alexandra
Li, Yichao
Liu, Canhui
Voronin, Denis
Geber, Adam
Lustigman, Sara
Unnasch, Thomas R.
Welch, Lonnie
Ghedin, Elodie
author_facet Grote, Alexandra
Li, Yichao
Liu, Canhui
Voronin, Denis
Geber, Adam
Lustigman, Sara
Unnasch, Thomas R.
Welch, Lonnie
Ghedin, Elodie
author_sort Grote, Alexandra
collection PubMed
description Filarial nematodes can cause debilitating diseases in humans. They have complicated life cycles involving an insect vector and mammalian hosts, and they go through a number of developmental molts. While whole genome sequences of parasitic worms are now available, very little is known about transcription factor (TF) binding sites and their cognate transcription factors that play a role in regulating development. To address this gap, we developed a novel motif prediction pipeline, Emotif Alpha, that integrates ten different motif discovery algorithms, multiple statistical tests, and a comparative analysis of conserved elements between the filarial worms Brugia malayi and Onchocerca volvulus, and the free-living nematode Caenorhabditis elegans. We identified stage-specific TF binding motifs in B. malayi, with a particular focus on those potentially involved in the L3-L4 molt, a stage important for the establishment of infection in the mammalian host. Using an in vitro molting system, we tested and validated three of these motifs demonstrating the accuracy of the motif prediction pipeline.
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spelling pubmed-73373972020-07-16 Prediction pipeline for discovery of regulatory motifs associated with Brugia malayi molting Grote, Alexandra Li, Yichao Liu, Canhui Voronin, Denis Geber, Adam Lustigman, Sara Unnasch, Thomas R. Welch, Lonnie Ghedin, Elodie PLoS Negl Trop Dis Research Article Filarial nematodes can cause debilitating diseases in humans. They have complicated life cycles involving an insect vector and mammalian hosts, and they go through a number of developmental molts. While whole genome sequences of parasitic worms are now available, very little is known about transcription factor (TF) binding sites and their cognate transcription factors that play a role in regulating development. To address this gap, we developed a novel motif prediction pipeline, Emotif Alpha, that integrates ten different motif discovery algorithms, multiple statistical tests, and a comparative analysis of conserved elements between the filarial worms Brugia malayi and Onchocerca volvulus, and the free-living nematode Caenorhabditis elegans. We identified stage-specific TF binding motifs in B. malayi, with a particular focus on those potentially involved in the L3-L4 molt, a stage important for the establishment of infection in the mammalian host. Using an in vitro molting system, we tested and validated three of these motifs demonstrating the accuracy of the motif prediction pipeline. Public Library of Science 2020-06-23 /pmc/articles/PMC7337397/ /pubmed/32574217 http://dx.doi.org/10.1371/journal.pntd.0008275 Text en © 2020 Grote et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Grote, Alexandra
Li, Yichao
Liu, Canhui
Voronin, Denis
Geber, Adam
Lustigman, Sara
Unnasch, Thomas R.
Welch, Lonnie
Ghedin, Elodie
Prediction pipeline for discovery of regulatory motifs associated with Brugia malayi molting
title Prediction pipeline for discovery of regulatory motifs associated with Brugia malayi molting
title_full Prediction pipeline for discovery of regulatory motifs associated with Brugia malayi molting
title_fullStr Prediction pipeline for discovery of regulatory motifs associated with Brugia malayi molting
title_full_unstemmed Prediction pipeline for discovery of regulatory motifs associated with Brugia malayi molting
title_short Prediction pipeline for discovery of regulatory motifs associated with Brugia malayi molting
title_sort prediction pipeline for discovery of regulatory motifs associated with brugia malayi molting
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7337397/
https://www.ncbi.nlm.nih.gov/pubmed/32574217
http://dx.doi.org/10.1371/journal.pntd.0008275
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