Cargando…
Genome-wide transcriptome profiling reveals functional networks involving the Plasmodium falciparum drug resistance transporters PfCRT and PfMDR1
BACKGROUND: The acquisition of multidrug resistance by Plasmodium falciparum underscores the need to understand the underlying molecular mechanisms so as to counter their impact on malaria control. For the many antimalarials whose mode of action relates to inhibition of heme detoxification inside in...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4687325/ https://www.ncbi.nlm.nih.gov/pubmed/26689807 http://dx.doi.org/10.1186/s12864-015-2320-8 |
_version_ | 1782406612930002944 |
---|---|
author | Adjalley, Sophie H. Scanfeld, Daniel Kozlowski, Elyse Llinás, Manuel Fidock, David A. |
author_facet | Adjalley, Sophie H. Scanfeld, Daniel Kozlowski, Elyse Llinás, Manuel Fidock, David A. |
author_sort | Adjalley, Sophie H. |
collection | PubMed |
description | BACKGROUND: The acquisition of multidrug resistance by Plasmodium falciparum underscores the need to understand the underlying molecular mechanisms so as to counter their impact on malaria control. For the many antimalarials whose mode of action relates to inhibition of heme detoxification inside infected erythrocytes, the digestive vacuole transporters PfCRT and PfMDR1 constitute primary resistance determinants. RESULTS: Using gene expression microarrays over the course of the parasite intra-erythrocytic developmental cycle, we compared the transcriptomic profiles between P. falciparum strains displaying mutant or wild-type pfcrt or varying in pfcrt or pfmdr1 expression levels. To account for differences in the time of sampling, we developed a computational method termed Hypergeometric Analysis of Time Series, which combines Fast Fourier Transform with a modified Gene Set Enrichment Analysis. Our analysis revealed coordinated changes in genes involved in protein catabolism, translation initiation and DNA/RNA metabolism. We also observed differential expression of genes with a role in transport or coding for components of the digestive vacuole. Interestingly, a global comparison of all profiled transcriptomes uncovered a tight correlation between the transcript levels of pfcrt and pfmdr1, extending to dozens of other genes, suggesting an intricate regulatory balance in order to maintain optimal physiological processes. CONCLUSIONS: This study provides insight into the mechanisms by which P. falciparum adjusts to the acquisition of mutations or gene amplification in key transporter loci that mediate drug resistance. Our results implicate several biological pathways that may be differentially regulated to compensate for impaired transporter function and alterations in parasite vacuole physiology. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-2320-8) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4687325 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-46873252015-12-23 Genome-wide transcriptome profiling reveals functional networks involving the Plasmodium falciparum drug resistance transporters PfCRT and PfMDR1 Adjalley, Sophie H. Scanfeld, Daniel Kozlowski, Elyse Llinás, Manuel Fidock, David A. BMC Genomics Research Article BACKGROUND: The acquisition of multidrug resistance by Plasmodium falciparum underscores the need to understand the underlying molecular mechanisms so as to counter their impact on malaria control. For the many antimalarials whose mode of action relates to inhibition of heme detoxification inside infected erythrocytes, the digestive vacuole transporters PfCRT and PfMDR1 constitute primary resistance determinants. RESULTS: Using gene expression microarrays over the course of the parasite intra-erythrocytic developmental cycle, we compared the transcriptomic profiles between P. falciparum strains displaying mutant or wild-type pfcrt or varying in pfcrt or pfmdr1 expression levels. To account for differences in the time of sampling, we developed a computational method termed Hypergeometric Analysis of Time Series, which combines Fast Fourier Transform with a modified Gene Set Enrichment Analysis. Our analysis revealed coordinated changes in genes involved in protein catabolism, translation initiation and DNA/RNA metabolism. We also observed differential expression of genes with a role in transport or coding for components of the digestive vacuole. Interestingly, a global comparison of all profiled transcriptomes uncovered a tight correlation between the transcript levels of pfcrt and pfmdr1, extending to dozens of other genes, suggesting an intricate regulatory balance in order to maintain optimal physiological processes. CONCLUSIONS: This study provides insight into the mechanisms by which P. falciparum adjusts to the acquisition of mutations or gene amplification in key transporter loci that mediate drug resistance. Our results implicate several biological pathways that may be differentially regulated to compensate for impaired transporter function and alterations in parasite vacuole physiology. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12864-015-2320-8) contains supplementary material, which is available to authorized users. BioMed Central 2015-12-21 /pmc/articles/PMC4687325/ /pubmed/26689807 http://dx.doi.org/10.1186/s12864-015-2320-8 Text en © Adjalley et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Adjalley, Sophie H. Scanfeld, Daniel Kozlowski, Elyse Llinás, Manuel Fidock, David A. Genome-wide transcriptome profiling reveals functional networks involving the Plasmodium falciparum drug resistance transporters PfCRT and PfMDR1 |
title | Genome-wide transcriptome profiling reveals functional networks involving the Plasmodium falciparum drug resistance transporters PfCRT and PfMDR1 |
title_full | Genome-wide transcriptome profiling reveals functional networks involving the Plasmodium falciparum drug resistance transporters PfCRT and PfMDR1 |
title_fullStr | Genome-wide transcriptome profiling reveals functional networks involving the Plasmodium falciparum drug resistance transporters PfCRT and PfMDR1 |
title_full_unstemmed | Genome-wide transcriptome profiling reveals functional networks involving the Plasmodium falciparum drug resistance transporters PfCRT and PfMDR1 |
title_short | Genome-wide transcriptome profiling reveals functional networks involving the Plasmodium falciparum drug resistance transporters PfCRT and PfMDR1 |
title_sort | genome-wide transcriptome profiling reveals functional networks involving the plasmodium falciparum drug resistance transporters pfcrt and pfmdr1 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4687325/ https://www.ncbi.nlm.nih.gov/pubmed/26689807 http://dx.doi.org/10.1186/s12864-015-2320-8 |
work_keys_str_mv | AT adjalleysophieh genomewidetranscriptomeprofilingrevealsfunctionalnetworksinvolvingtheplasmodiumfalciparumdrugresistancetransporterspfcrtandpfmdr1 AT scanfelddaniel genomewidetranscriptomeprofilingrevealsfunctionalnetworksinvolvingtheplasmodiumfalciparumdrugresistancetransporterspfcrtandpfmdr1 AT kozlowskielyse genomewidetranscriptomeprofilingrevealsfunctionalnetworksinvolvingtheplasmodiumfalciparumdrugresistancetransporterspfcrtandpfmdr1 AT llinasmanuel genomewidetranscriptomeprofilingrevealsfunctionalnetworksinvolvingtheplasmodiumfalciparumdrugresistancetransporterspfcrtandpfmdr1 AT fidockdavida genomewidetranscriptomeprofilingrevealsfunctionalnetworksinvolvingtheplasmodiumfalciparumdrugresistancetransporterspfcrtandpfmdr1 |