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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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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. |
format | Online Article Text |
id | pubmed-5675406 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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