Cargando…

RNA Sequencing of Pooled Samples Effectively Identifies Differentially Expressed Genes

SIMPLE SUMMARY: Gene expression studies provide valuable insights into the mechanisms underlying biological processes, including aging. RNA sequencing can be used to identify changes in gene expression across the entire genome. While normally, RNA sequencing is performed on multiple biological repli...

Descripción completa

Detalles Bibliográficos
Autores principales: Ko, Bokang, Van Raamsdonk, Jeremy M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10295764/
https://www.ncbi.nlm.nih.gov/pubmed/37372097
http://dx.doi.org/10.3390/biology12060812
_version_ 1785063498942775296
author Ko, Bokang
Van Raamsdonk, Jeremy M.
author_facet Ko, Bokang
Van Raamsdonk, Jeremy M.
author_sort Ko, Bokang
collection PubMed
description SIMPLE SUMMARY: Gene expression studies provide valuable insights into the mechanisms underlying biological processes, including aging. RNA sequencing can be used to identify changes in gene expression across the entire genome. While normally, RNA sequencing is performed on multiple biological replicates that are sequenced individually, the results of this study show that similar results can be obtained by pooling those individual samples together before sequencing. Pooling RNA samples prior to sequencing will reduce the cost of experiments, which may allow for additional investigations and provide more information about the mechanisms involved. ABSTRACT: Analysis of gene expression changes across the genome provides a powerful, unbiased tool for gaining insight into molecular mechanisms. We have effectively used RNA sequencing to identify differentially expressed genes in long-lived genetic mutants in C. elegans to advance our understanding of the genetic pathways that control longevity. Although RNA sequencing costs have come down, cost remains a barrier to examining multiple strains and time points with a sufficient number of biological replicates. To circumvent this, we have examined the efficacy of identifying differentially expressed genes by sequencing a pooled RNA sample from long-lived isp-1 mitochondrial mutant worms. We found that sequencing a pooled RNA sample could effectively identify genes that were found to be significantly upregulated in the two individually sequenced RNA-seq experiments. Finally, we compared the genes significantly upregulated in the two individually sequenced RNA-seq experiments to two previous microarray experiments to come up with a high-confidence list of modulated genes in long-lived isp-1 mutant worms. Overall, this work demonstrates that RNA sequencing of pooled RNA samples can be used to identify differentially expressed genes.
format Online
Article
Text
id pubmed-10295764
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-102957642023-06-28 RNA Sequencing of Pooled Samples Effectively Identifies Differentially Expressed Genes Ko, Bokang Van Raamsdonk, Jeremy M. Biology (Basel) Communication SIMPLE SUMMARY: Gene expression studies provide valuable insights into the mechanisms underlying biological processes, including aging. RNA sequencing can be used to identify changes in gene expression across the entire genome. While normally, RNA sequencing is performed on multiple biological replicates that are sequenced individually, the results of this study show that similar results can be obtained by pooling those individual samples together before sequencing. Pooling RNA samples prior to sequencing will reduce the cost of experiments, which may allow for additional investigations and provide more information about the mechanisms involved. ABSTRACT: Analysis of gene expression changes across the genome provides a powerful, unbiased tool for gaining insight into molecular mechanisms. We have effectively used RNA sequencing to identify differentially expressed genes in long-lived genetic mutants in C. elegans to advance our understanding of the genetic pathways that control longevity. Although RNA sequencing costs have come down, cost remains a barrier to examining multiple strains and time points with a sufficient number of biological replicates. To circumvent this, we have examined the efficacy of identifying differentially expressed genes by sequencing a pooled RNA sample from long-lived isp-1 mitochondrial mutant worms. We found that sequencing a pooled RNA sample could effectively identify genes that were found to be significantly upregulated in the two individually sequenced RNA-seq experiments. Finally, we compared the genes significantly upregulated in the two individually sequenced RNA-seq experiments to two previous microarray experiments to come up with a high-confidence list of modulated genes in long-lived isp-1 mutant worms. Overall, this work demonstrates that RNA sequencing of pooled RNA samples can be used to identify differentially expressed genes. MDPI 2023-06-02 /pmc/articles/PMC10295764/ /pubmed/37372097 http://dx.doi.org/10.3390/biology12060812 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Communication
Ko, Bokang
Van Raamsdonk, Jeremy M.
RNA Sequencing of Pooled Samples Effectively Identifies Differentially Expressed Genes
title RNA Sequencing of Pooled Samples Effectively Identifies Differentially Expressed Genes
title_full RNA Sequencing of Pooled Samples Effectively Identifies Differentially Expressed Genes
title_fullStr RNA Sequencing of Pooled Samples Effectively Identifies Differentially Expressed Genes
title_full_unstemmed RNA Sequencing of Pooled Samples Effectively Identifies Differentially Expressed Genes
title_short RNA Sequencing of Pooled Samples Effectively Identifies Differentially Expressed Genes
title_sort rna sequencing of pooled samples effectively identifies differentially expressed genes
topic Communication
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10295764/
https://www.ncbi.nlm.nih.gov/pubmed/37372097
http://dx.doi.org/10.3390/biology12060812
work_keys_str_mv AT kobokang rnasequencingofpooledsampleseffectivelyidentifiesdifferentiallyexpressedgenes
AT vanraamsdonkjeremym rnasequencingofpooledsampleseffectivelyidentifiesdifferentiallyexpressedgenes