RNA Sequencing of Pooled Samples Effectively Identifies Differentially Expressed Genes

被引:8
|
作者
Ko, Bokang [1 ,2 ]
Van Raamsdonk, Jeremy M. [1 ,2 ,3 ,4 ]
机构
[1] McGill Univ, Dept Neurol & Neurosurg, Montreal, PQ H3A 2B4, Canada
[2] Res Inst McGill Univ Hlth Ctr, Metab Disorders & Complicat Program Med, Montreal, PQ H4A 3J1, Canada
[3] Res Inst McGill Univ Hlth Ctr, Brain Repair & Integrat Neurosci Program BRaIN, Montreal, PQ H4A 3J1, Canada
[4] McGill Univ, Dept Med, Div Expt Med, Montreal, PQ H4A 3J1, Canada
来源
BIOLOGY-BASEL | 2023年 / 12卷 / 06期
基金
加拿大自然科学与工程研究理事会; 加拿大健康研究院;
关键词
RNA sequencing; gene expression; microarray; reproducibility; concordance; differentially expressed genes; LIFE-SPAN; CAENORHABDITIS-ELEGANS; OXIDATIVE STRESS; DNA MICROARRAYS; DISEASE; SEQ; LONGEVITY; MODELS; NEURODEGENERATION; TOXICITY;
D O I
10.3390/biology12060812
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
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. 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.
引用
收藏
页数:12
相关论文
共 50 条
  • [21] Discovery of differentially expressed genes in cashmere goat (Capra hircus) hair follicles by RNA sequencing
    Qiao, X.
    Wu, J. H.
    Wu, R. B.
    Su, R.
    Li, C.
    Zhang, Y. J.
    Wang, R. J.
    Zhao, Y. H.
    Fan, Y. X.
    Zhang, W. G.
    Li, J. Q.
    GENETICS AND MOLECULAR RESEARCH, 2016, 15 (03)
  • [22] Analysis of differentially expressed genes in hypertension and hypertensive cerebral hemorrhage via RNA-sequencing
    Qi, Hongwu
    Qiao, Min
    Liu, Yansong
    Zeng, Weijun
    Zhang, Lizhao
    Guo, Hongjun
    ALL LIFE, 2024, 17 (01)
  • [23] RNA sequencing reveals differentially expressed genes as potential diagnostic and prognostic indicators of gallbladder carcinoma
    Gu, Xing
    Li, Bin
    Jiang, Mingming
    Fang, Meng
    Ji, Jun
    Wang, Aihua
    Wang, Mengmeng
    Jiang, Xiaoqing
    Gao, Chunfang
    ONCOTARGET, 2015, 6 (24) : 20661 - 20671
  • [24] RNA sequencing and bioinformatics analysis of differentially expressed genes in the peripheral serum of ankylosing spondylitis patients
    Yongchen Bie
    Xiujun Zheng
    Xiaojiong Chen
    Xiangyun Liu
    Liqin Wang
    Yuanliang Sun
    Jianqiang Kou
    Journal of Orthopaedic Surgery and Research, 18
  • [25] Exploring differentially expressed genes of Staphylococcusaureus exposed to human tonsillar cells using RNA sequencing
    Bastakoti, Srijana
    Ajayi, Clement
    Julin, Kjersti
    Johannessen, Mona
    Hanssen, Anne-Merethe
    BMC MICROBIOLOGY, 2023, 23 (01)
  • [26] Exploring differentially expressed genes of Staphylococcusaureus exposed to human tonsillar cells using RNA sequencing
    Srijana Bastakoti
    Clement Ajayi
    Kjersti Julin
    Mona Johannessen
    Anne-Merethe Hanssen
    BMC Microbiology, 23
  • [27] Identification of differentially expressed genes during development of the zebrafish pineal complex using RNA sequencing
    Khuansuwan, Sataree
    Gamse, Joshua T.
    DEVELOPMENTAL BIOLOGY, 2014, 395 (01) : 144 - 153
  • [28] Reproducibility of Methods to Detect Differentially Expressed Genes from Single-Cell RNA Sequencing
    Mou, Tian
    Deng, Wenjiang
    Gu, Fengyun
    Pawitan, Yudi
    Trung Nghia Vu
    FRONTIERS IN GENETICS, 2020, 10
  • [29] Identification of Genes Differentially Expressed in Response to Cold in Pisum sativum Using RNA Sequencing Analyses
    Bahrman, Nasser
    Hascoet, Emilie
    Jaminon, Odile
    Depta, Frederic
    Hu, Jean-Francois
    Bouchez, Olivier
    Lejeune-Henaut, Isabelle
    Delbreil, Bruno
    Legrand, Sylvain
    PLANTS-BASEL, 2019, 8 (08):
  • [30] RNA-sequencing identifies novel differentially expressed coding and non-coding transcripts in multiple sclerosis
    Adrianto, Indra
    Ice, John A.
    Rasmussen, Astrid
    Scofield, Robert H.
    Pardo, Gabriel
    Sivils, Kathy L.
    Axtell, Robert C.
    Lessard, Christopher J.
    MULTIPLE SCLEROSIS JOURNAL, 2016, 22 : 36 - 36