Simultaneous genome-wide gene expression and transcript isoform profiling in the human malaria parasite.

Gene expression DNA microarrays have been vital for characterizing whole-genome transcriptional profiles. Nevertheless, their effectiveness relies heavily on the accuracy of genome sequences, the annotation of gene structures, and the sequence-dependent performance of individual probes. Currently av...

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Main Authors: Lindsey B Turnbull, Geoffrey H Siwo, Katrina A Button-Simons, Asako Tan, Lisa A Checkley, Heather J Painter, Manuel Llinás, Michael T Ferdig
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2017-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5675406?pdf=render
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spelling doaj-cd84398e913743f695b58f5cad1781742020-11-24T22:05:31ZengPublic Library of Science (PLoS)PLoS ONE1932-62032017-01-011211e018759510.1371/journal.pone.0187595Simultaneous genome-wide gene expression and transcript isoform profiling in the human malaria parasite.Lindsey B TurnbullGeoffrey H SiwoKatrina A Button-SimonsAsako TanLisa A CheckleyHeather J PainterManuel LlinásMichael T FerdigGene expression DNA microarrays have been vital for characterizing whole-genome transcriptional profiles. Nevertheless, their effectiveness relies heavily on the accuracy of genome sequences, the annotation of gene structures, and the sequence-dependent performance of individual probes. Currently available gene expression arrays for the malaria parasite Plasmodium falciparum rely on an average of 2 probes per gene, usually positioned near the 3' end of genes; consequently, existing designs are prone to measurement bias and cannot capture complexities such as the occurrence of transcript isoforms arising from alternative splicing or alternative start/ stop sites. Here, we describe two novel gene expression arrays with exon-focused probes designed with an average of 12 and 20 probes spanning each gene. This high probe density minimizes signal noise inherent in probe-to-probe sequence-dependent hybridization intensity. We demonstrate that these exon arrays accurately profile genome-wide expression, comparing favorably to currently available arrays and RNA-seq profiling, and can detect alternatively spliced transcript isoforms as well as non-coding RNAs (ncRNAs). Of the 964 candidate alternate splicing events from published RNA-seq studies, 162 are confirmed using the exon array. Furthermore, the exon array predicted 330 previously unidentified alternate splicing events. Gene expression microarrays continue to offer a cost-effective alternative to RNA-seq for the simultaneous monitoring of gene expression and alternative splicing events. Microarrays may even be preferred in some cases due to their affordability and the rapid turn-around of results when hundreds of samples are required for fine-scale systems biology investigations, including the monitoring of the networks of gene co-expression in the emergence of drug resistance.http://europepmc.org/articles/PMC5675406?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Lindsey B Turnbull
Geoffrey H Siwo
Katrina A Button-Simons
Asako Tan
Lisa A Checkley
Heather J Painter
Manuel Llinás
Michael T Ferdig
spellingShingle Lindsey B Turnbull
Geoffrey H Siwo
Katrina A Button-Simons
Asako Tan
Lisa A Checkley
Heather J Painter
Manuel Llinás
Michael T Ferdig
Simultaneous genome-wide gene expression and transcript isoform profiling in the human malaria parasite.
PLoS ONE
author_facet Lindsey B Turnbull
Geoffrey H Siwo
Katrina A Button-Simons
Asako Tan
Lisa A Checkley
Heather J Painter
Manuel Llinás
Michael T Ferdig
author_sort Lindsey B Turnbull
title Simultaneous genome-wide gene expression and transcript isoform profiling in the human malaria parasite.
title_short Simultaneous genome-wide gene expression and transcript isoform profiling in the human malaria parasite.
title_full Simultaneous genome-wide gene expression and transcript isoform profiling in the human malaria parasite.
title_fullStr Simultaneous genome-wide gene expression and transcript isoform profiling in the human malaria parasite.
title_full_unstemmed Simultaneous genome-wide gene expression and transcript isoform profiling in the human malaria parasite.
title_sort simultaneous genome-wide gene expression and transcript isoform profiling in the human malaria parasite.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2017-01-01
description Gene expression DNA microarrays have been vital for characterizing whole-genome transcriptional profiles. Nevertheless, their effectiveness relies heavily on the accuracy of genome sequences, the annotation of gene structures, and the sequence-dependent performance of individual probes. Currently available gene expression arrays for the malaria parasite Plasmodium falciparum rely on an average of 2 probes per gene, usually positioned near the 3' end of genes; consequently, existing designs are prone to measurement bias and cannot capture complexities such as the occurrence of transcript isoforms arising from alternative splicing or alternative start/ stop sites. Here, we describe two novel gene expression arrays with exon-focused probes designed with an average of 12 and 20 probes spanning each gene. This high probe density minimizes signal noise inherent in probe-to-probe sequence-dependent hybridization intensity. We demonstrate that these exon arrays accurately profile genome-wide expression, comparing favorably to currently available arrays and RNA-seq profiling, and can detect alternatively spliced transcript isoforms as well as non-coding RNAs (ncRNAs). Of the 964 candidate alternate splicing events from published RNA-seq studies, 162 are confirmed using the exon array. Furthermore, the exon array predicted 330 previously unidentified alternate splicing events. Gene expression microarrays continue to offer a cost-effective alternative to RNA-seq for the simultaneous monitoring of gene expression and alternative splicing events. Microarrays may even be preferred in some cases due to their affordability and the rapid turn-around of results when hundreds of samples are required for fine-scale systems biology investigations, including the monitoring of the networks of gene co-expression in the emergence of drug resistance.
url http://europepmc.org/articles/PMC5675406?pdf=render
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