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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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Autores principales: Turnbull, Lindsey B., Siwo, Geoffrey H., Button-Simons, Katrina A., Tan, Asako, Checkley, Lisa A., Painter, Heather J., Llinás, Manuel, Ferdig, Michael T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5675406/
https://www.ncbi.nlm.nih.gov/pubmed/29112986
http://dx.doi.org/10.1371/journal.pone.0187595
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author Turnbull, Lindsey B.
Siwo, Geoffrey H.
Button-Simons, Katrina A.
Tan, Asako
Checkley, Lisa A.
Painter, Heather J.
Llinás, Manuel
Ferdig, Michael T.
author_facet Turnbull, Lindsey B.
Siwo, Geoffrey H.
Button-Simons, Katrina A.
Tan, Asako
Checkley, Lisa A.
Painter, Heather J.
Llinás, Manuel
Ferdig, Michael T.
author_sort Turnbull, Lindsey B.
collection PubMed
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.
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spelling pubmed-56754062017-11-18 Simultaneous genome-wide gene expression and transcript isoform profiling in the human malaria parasite Turnbull, Lindsey B. Siwo, Geoffrey H. Button-Simons, Katrina A. Tan, Asako Checkley, Lisa A. Painter, Heather J. Llinás, Manuel Ferdig, Michael T. PLoS One Research Article 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. Public Library of Science 2017-11-07 /pmc/articles/PMC5675406/ /pubmed/29112986 http://dx.doi.org/10.1371/journal.pone.0187595 Text en © 2017 Turnbull et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Turnbull, Lindsey B.
Siwo, Geoffrey H.
Button-Simons, Katrina A.
Tan, Asako
Checkley, Lisa A.
Painter, Heather J.
Llinás, Manuel
Ferdig, Michael T.
Simultaneous genome-wide gene expression and transcript isoform profiling in the human malaria parasite
title 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_short 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
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5675406/
https://www.ncbi.nlm.nih.gov/pubmed/29112986
http://dx.doi.org/10.1371/journal.pone.0187595
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