TY - JOUR
T1 - Prediction pipeline for discovery of regulatory motifs associated with brugia Malayi molting
AU - Grote, Alexandra
AU - Li, Yichao
AU - Liu, Canhui
AU - Voronin, Denis
AU - Geber, Adam
AU - Lustigman, Sara
AU - Unnasch, Thomas R.
AU - Welch, Lonnie
AU - Ghedin, Elodie
N1 - Funding Information:
Funding:ThisworkwassupportedbyUSNational InstituteofAllergyandInfectiousDiseases (NIAID)/NationalInstitutesofHealth(NIH)grant numberR21AI135172-01A1toTRU;R56 Al101372toEG,TRU,andSL;andR21AI126466 toEG.LWreceivedfundingfromTheOhio
Funding Information:
This work was supported by US National Institute of Allergy and Infectious Diseases (NIAID)/National Institutes of Health (NIH) grant number R21 AI135172-01A1 to TRU; R56 Al101372 to EG, TRU, and SL; and R21 AI126466 to EG. LW received funding from The Ohio University GERB Program. AG received funding from the T32 Ruth L. Kirschstein Institutional National Research Service Award (T32AI007180) and the F31 Ruth L. Kirschstein Pre-doctoral Individual NRSA (F31Al131527). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Publisher Copyright:
© 2020 Grote et al.
PY - 2020/6
Y1 - 2020/6
N2 - 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 avail-able, 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-liv-ing 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 sys-tem, we tested and validated three of these motifs demonstrating the accuracy of the motif prediction pipeline.
AB - 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 avail-able, 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-liv-ing 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 sys-tem, we tested and validated three of these motifs demonstrating the accuracy of the motif prediction pipeline.
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U2 - 10.1371/journal.pntd.0008275
DO - 10.1371/journal.pntd.0008275
M3 - Article
C2 - 32574217
AN - SCOPUS:85087371430
SN - 1935-2727
VL - 14
SP - 1
EP - 16
JO - PLoS Neglected Tropical Diseases
JF - PLoS Neglected Tropical Diseases
IS - 6
M1 - e0008275
ER -