Evidence map›Paper›PMID 26689807›Full record

ArticleBMC genomics2015

Genome-wide transcriptome profiling reveals functional networks involving the Plasmodium falciparum drug resistance transporters PfCRT and PfMDR1.

Sophie H Adjalley, Daniel Scanfeld, Elyse Kozlowski, Manuel Llinás, David A Fidock

Open access · goldAbstract readComparative Study
In one paragraph

Article in BMC genomics, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
3.0field-weighted citation impact, top 9% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

18 citing papers in PubMed, 27 citations in OpenAlex.

  1. Review
  2. Microorganisms · 2026
    Article
  3. Article
  4. Article
  5. Review
  6. Article
  7. Article
  8. Updated List of Transport Proteins inFrontiers in cellular and infection microbiology · 2022
    Review
  9. Frontiers in pharmacology · 2022
    Article
  10. Article
  11. Article
  12. From Genes to Transcripts, a Tightly Regulated Journey inFrontiers in cellular and infection microbiology · 2020
    Review
  13. Article
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors at 2 institutions in 1 country.

Sophie H AdjalleyDepartment of Microbiology and Immunology, Columbia University Medical Center, New York, NY, 10032, USA. sa18@sanger.ac.uk.
Daniel ScanfeldDepartment of Microbiology and Immunology, Columbia University Medical Center, New York, NY, 10032, USA. scanfeld@gmail.com.
Elyse KozlowskiDepartment of Molecular Biology & Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ, 08544, USA. elyseko@bu.edu.
Manuel LlinásDepartment of Molecular Biology & Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ, 08544, USA. manuel@psu.edu.
David A FidockDepartment of Microbiology and Immunology, Columbia University Medical Center, New York, NY, 10032, USA. df2260@columbia.edu.
Columbia University Irving Medical Center · USPrinceton University · US

Funding

Spatial Patterning During DevelopmentP50GM071508 · NIGMS · PRINCETON UNIVERSITY · PI POWELL, SUSAN M · 2004 to 2013
$30.6M
Role of pfcrt in chloroquine resistance in P. falciparumR01AI050234 · NIAID · YESHIVA UNIVERSITY · PI FIDOCK, DAVID A · 2001 to 2015
$5.7M
Defining the Role of PfCRT and PfMDR1 as Pleiotropic Mediators of Plasmodium falciparum Multidrug ResistanceR37AI050234 · NIAID · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI David A Fidock · 2018 to 2026
$4.4M
Defining P. falciparum resistance to artemisinin-based combination therapiesR01AI109023 · NIAID · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI FIDOCK, DAVID A · 2014 to 2025
$4.4M
Novel antimalarial strategies using metabolomic network discoveryDP2OD001315 · OD · PRINCETON UNIVERSITY · PI LLINAS, MANUEL · 2007 to 2007
$2.4M
NIAID NIH HHS R01 AI050234NIAID NIH HHS R01 AI109023NIGMS NIH HHS P50 GM071508NIH HHS DP2 OD001315
6 · The paper itself

Abstract

backgroundThe 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.

resultsUsing 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.

conclusionsThis 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.

Indexed as

ATP-Binding Cassette, Sub-Family C ProteinsComputational BiologyDrug Resistance, MultipleGene AmplificationGene Expression ProfilingGene Expression RegulationMembrane Transport ProteinsMutationPlasmodium falciparumProtozoan ProteinsATP-Binding Cassette, Sub-Family C ProteinsMdr1 protein, Plasmodium falciparumMembrane Transport ProteinsPfCRT protein, Plasmodium falciparumProtozoan Proteins

Identifiers

PMID26689807
PMCPMC4687325
OpenAlexW2213264647

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.