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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...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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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. |
format | Online Article Text |
id | pubmed-7337397 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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