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Transcriptional pathways associated with the slow growth phenotype of transformed Anaplasma marginale
BACKGROUND: The ability to genetically manipulate bacteria has been fundamentally important for both basic biological discovery and translational research to develop new vaccines and antibiotics. Experimental alteration of the genetic content of prokaryotic pathogens has revealed both expected funct...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3646689/ https://www.ncbi.nlm.nih.gov/pubmed/23607288 http://dx.doi.org/10.1186/1471-2164-14-272 |
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author | Pierlé, Sebastián Aguilar Hammac, Gena Kenitra Palmer, Guy H Brayton, Kelly A |
author_facet | Pierlé, Sebastián Aguilar Hammac, Gena Kenitra Palmer, Guy H Brayton, Kelly A |
author_sort | Pierlé, Sebastián Aguilar |
collection | PubMed |
description | BACKGROUND: The ability to genetically manipulate bacteria has been fundamentally important for both basic biological discovery and translational research to develop new vaccines and antibiotics. Experimental alteration of the genetic content of prokaryotic pathogens has revealed both expected functional relationships and unexpected phenotypic consequences. Slow growth phenotypes have been reported for multiple transformed bacterial species, including extracellular and intracellular pathogens. Understanding the genes and pathways responsible for the slow growth phenotype provides the opportunity to develop attenuated vaccines as well as bacteriostatic antibiotics. Transformed Anaplasma marginale, a rickettsial pathogen, exhibits slow growth in vitro and in vivo as compared to the parent wild type strain, providing the opportunity to identify the underlying genes and pathways associated with this phenotype. RESULTS: Whole genome transcriptional profiling allowed for identification of specific genes and pathways altered in transformed A. marginale. Genes found immediately upstream and downstream of the insertion site, including a four gene operon encoding key outer membrane proteins, were not differentially transcribed between wild type and transformed A. marginale. This lack of significant difference in transcription of flanking genes and the large size of the insert relative to the genome were consistent with a trans rather than a cis effect. Transcriptional profiling across the complete genome identified the most differentially transcribed genes, including an iron transporter, an RNA cleaving enzyme and several genes involved in translation. In order to confirm the trend seen in translation-related genes, K-means clustering and Gene Set Enrichment Analysis (GSEA) were applied. These algorithms allowed evaluation of the behavior of genes as groups that share transcriptional status or biological function. Clustering and GSEA confirmed the initial observations and found additional pathways altered in transformed A. marginale. Three pathways were significantly altered as compared to the wild type: translation, translation elongation, and purine biosynthesis. CONCLUSIONS: Identification of perturbed genes and networks through genome wide transcriptional profiling highlights the relevance of pathways such as nucleotide biosynthesis, translation, and translation elongation in the growth phenotype of obligate intracellular bacteria. These genes and pathways provide specific targets for development of slow growing attenuated vaccines and for bacteriostatic antibiotics. |
format | Online Article Text |
id | pubmed-3646689 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-36466892013-05-08 Transcriptional pathways associated with the slow growth phenotype of transformed Anaplasma marginale Pierlé, Sebastián Aguilar Hammac, Gena Kenitra Palmer, Guy H Brayton, Kelly A BMC Genomics Research Article BACKGROUND: The ability to genetically manipulate bacteria has been fundamentally important for both basic biological discovery and translational research to develop new vaccines and antibiotics. Experimental alteration of the genetic content of prokaryotic pathogens has revealed both expected functional relationships and unexpected phenotypic consequences. Slow growth phenotypes have been reported for multiple transformed bacterial species, including extracellular and intracellular pathogens. Understanding the genes and pathways responsible for the slow growth phenotype provides the opportunity to develop attenuated vaccines as well as bacteriostatic antibiotics. Transformed Anaplasma marginale, a rickettsial pathogen, exhibits slow growth in vitro and in vivo as compared to the parent wild type strain, providing the opportunity to identify the underlying genes and pathways associated with this phenotype. RESULTS: Whole genome transcriptional profiling allowed for identification of specific genes and pathways altered in transformed A. marginale. Genes found immediately upstream and downstream of the insertion site, including a four gene operon encoding key outer membrane proteins, were not differentially transcribed between wild type and transformed A. marginale. This lack of significant difference in transcription of flanking genes and the large size of the insert relative to the genome were consistent with a trans rather than a cis effect. Transcriptional profiling across the complete genome identified the most differentially transcribed genes, including an iron transporter, an RNA cleaving enzyme and several genes involved in translation. In order to confirm the trend seen in translation-related genes, K-means clustering and Gene Set Enrichment Analysis (GSEA) were applied. These algorithms allowed evaluation of the behavior of genes as groups that share transcriptional status or biological function. Clustering and GSEA confirmed the initial observations and found additional pathways altered in transformed A. marginale. Three pathways were significantly altered as compared to the wild type: translation, translation elongation, and purine biosynthesis. CONCLUSIONS: Identification of perturbed genes and networks through genome wide transcriptional profiling highlights the relevance of pathways such as nucleotide biosynthesis, translation, and translation elongation in the growth phenotype of obligate intracellular bacteria. These genes and pathways provide specific targets for development of slow growing attenuated vaccines and for bacteriostatic antibiotics. BioMed Central 2013-04-22 /pmc/articles/PMC3646689/ /pubmed/23607288 http://dx.doi.org/10.1186/1471-2164-14-272 Text en Copyright © 2013 Pierlé et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Pierlé, Sebastián Aguilar Hammac, Gena Kenitra Palmer, Guy H Brayton, Kelly A Transcriptional pathways associated with the slow growth phenotype of transformed Anaplasma marginale |
title | Transcriptional pathways associated with the slow growth phenotype of transformed Anaplasma marginale |
title_full | Transcriptional pathways associated with the slow growth phenotype of transformed Anaplasma marginale |
title_fullStr | Transcriptional pathways associated with the slow growth phenotype of transformed Anaplasma marginale |
title_full_unstemmed | Transcriptional pathways associated with the slow growth phenotype of transformed Anaplasma marginale |
title_short | Transcriptional pathways associated with the slow growth phenotype of transformed Anaplasma marginale |
title_sort | transcriptional pathways associated with the slow growth phenotype of transformed anaplasma marginale |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3646689/ https://www.ncbi.nlm.nih.gov/pubmed/23607288 http://dx.doi.org/10.1186/1471-2164-14-272 |
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