A comparison between whole transcript and 3' RNA sequencing methods using Kapa and Lexogen library preparation methods

被引:68
作者
Ma, Feiyang [1 ]
Fuqua, Brie K. [2 ,3 ]
Hasin, Yehudit [2 ,4 ,5 ]
Yukhtman, Clara [2 ]
Vulpe, Chris D. [3 ]
Lusis, Aldons J. [2 ,4 ,5 ]
Pellegrini, Matteo [1 ,4 ,6 ]
机构
[1] Univ Calif Los Angeles, Inst Mol Biol, Los Angeles, CA 90024 USA
[2] Univ Calif Los Angeles, Dept Med, Cardiol, Los Angeles, CA 90024 USA
[3] Univ Florida, Dept Physiol Sci, Gainesville, FL 32610 USA
[4] Univ Calif Los Angeles, Dept Human Genet, Los Angeles, CA 90095 USA
[5] Univ Calif Los Angeles, Dept Microbiol Immunol & Mol Genet, Los Angeles, CA 90095 USA
[6] Univ Calif Los Angeles, Dept Bioinformat, Los Angeles, CA 90095 USA
基金
美国国家卫生研究院;
关键词
Traditional RNA-Seq; 3' RNA-Seq; Iron metabolism; Gene expression; IRON; SEQ; EXPRESSION;
D O I
10.1186/s12864-018-5393-3
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background3' RNA sequencing provides an alternative to whole transcript analysis. However, we do not know a priori the relative advantage of each method. Thus, a comprehensive comparison between the whole transcript and the 3 method is needed to determine their relative merits. To this end, we used two commercially available library preparation kits, the KAPA Stranded mRNA-Seq kit (traditional method) and the Lexogen QuantSeq 3' mRNA-Seq kit (3 method), to prepare libraries from mouse liver RNA. We then sequenced and analyzed the libraries to determine the advantages and disadvantages of these two approaches.ResultsWe found that the traditional whole transcript method and the 3' RNA-Seq method had similar levels of reproducibility. As expected, the whole transcript method assigned more reads to longer transcripts, while the 3 method assigned roughly equal numbers of reads to transcripts regardless of their lengths. We found that the 3' RNA-Seq method detected more short transcripts than the whole transcript method. With regard to differential expression analysis, we found that the whole transcript method detected more differentially expressed genes, regardless of the level of sequencing depth.ConclusionsThe 3' RNA-Seq method was better able to detect short transcripts, while the whole transcript RNA-Seq was able to detect more differentially expressed genes. Thus, both approaches have relative advantages and should be selected based on the goals of the experiment.
引用
收藏
页数:12
相关论文
共 21 条
[1]   Interactions between hepatic iron and lipid metabolism with possible relevance to steatohepatitis [J].
Ahmed, Umbreen ;
Latham, Patricia S. ;
Oates, Phillip S. .
WORLD JOURNAL OF GASTROENTEROLOGY, 2012, 18 (34) :4651-4658
[2]   Neuronal-expressed microRNA-targeted pseudogenes compete with coding genes in the human brain [J].
Barbash, S. ;
Simchovitz, A. ;
Buchman, A. S. ;
Bennett, D. A. ;
Shifman, S. ;
Soreq, H. .
TRANSLATIONAL PSYCHIATRY, 2017, 7 :e1199-e1199
[3]   STAR: ultrafast universal RNA-seq aligner [J].
Dobin, Alexander ;
Davis, Carrie A. ;
Schlesinger, Felix ;
Drenkow, Jorg ;
Zaleski, Chris ;
Jha, Sonali ;
Batut, Philippe ;
Chaisson, Mark ;
Gingeras, Thomas R. .
BIOINFORMATICS, 2013, 29 (01) :15-21
[4]   Elimination of PCR duplicates in RNA-seq and small RNA-seq using unique molecular identifiers [J].
Fu, Yu ;
Wu, Pei-Hsuan ;
Beane, Timothy ;
Zamore, Phillip D. ;
Weng, Zhiping .
BMC GENOMICS, 2018, 19
[5]   Advanced Applications of RNA Sequencing and Challenges [J].
Han, Yixing ;
Gao, Shouguo ;
Muegge, Kathrin ;
Zhang, Wei ;
Zhou, Bing .
BIOINFORMATICS AND BIOLOGY INSIGHTS, 2015, 9 :29-46
[6]   Iron regulates phosphorylation of Smad1/5/8 and gene expression of Bmp6, Smad7, Id1, and Atoh8 in the mouse liver [J].
Kautz, Leon ;
Meynard, Delphine ;
Monnier, Annabelle ;
Darnaud, Valerie ;
Bouvet, Regis ;
Wang, Rui-Hong ;
Deng, Chiuxia ;
Vaulont, Sophie ;
Mosser, Jean ;
Coppin, Helene ;
Roth, Marie-Paule .
BLOOD, 2008, 112 (04) :1503-1509
[7]   Effect of Iron Overload and Iron Deficiency on Liver Hemojuvelin Protein [J].
Krijt, Jan ;
Frydlova, Jana ;
Kukackova, Lenka ;
Fujikura, Yuzo ;
Prikryl, Petr ;
Vokurka, Martin ;
Necas, Emanuel .
PLOS ONE, 2012, 7 (05)
[8]   Siderophore-mediated iron trafficking in humans is regulated by iron [J].
Liu, Zhuoming ;
Lanford, Robert ;
Mueller, Sebastian ;
Gerhard, Glenn S. ;
Luscieti, Sara ;
Sanchez, Mayka ;
Devireddy, L. .
JOURNAL OF MOLECULAR MEDICINE-JMM, 2012, 90 (10) :1209-1221
[9]   Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2 [J].
Love, Michael I. ;
Huber, Wolfgang ;
Anders, Simon .
GENOME BIOLOGY, 2014, 15 (12)
[10]   Profiling gene expression responses of coral larvae (Acropora millepora) to elevated temperature and settlement inducers using a novel RNA-Seq procedure [J].
Meyer, E. ;
Aglyamova, G. V. ;
Matz, M. V. .
MOLECULAR ECOLOGY, 2011, 20 (17) :3599-3616