Next Generation Sequencing Analysis of Human Platelet PolyA plus mRNAs and rRNA-Depleted Total RNA

被引:51
作者
Kissopoulou, Antheia [1 ]
Jonasson, Jon [1 ]
Lindahl, Tomas L. [1 ]
Osman, Abdimajid [1 ]
机构
[1] Linkoping Univ, Dept Clin & Expt Med, Linkoping, Sweden
关键词
HUMAN TRANSCRIPTOME; GENE-EXPRESSION; SEQ; TECHNOLOGY; PROTEINS; ISOFORM; LIBRARY; CELL;
D O I
10.1371/journal.pone.0081809
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Platelets are small anucleate cells circulating in the blood vessels where they play a key role in hemostasis and thrombosis. Here, we compared platelet RNA-Seq results obtained from polyA+ mRNA and rRNA-depleted total RNA. Materials and Methods: We used purified, CD45 depleted, human blood platelets collected by apheresis from three male and one female healthy blood donors. The Illumina HiSeq 2000 platform was employed to sequence cDNA converted either from oligo(dT) isolated polyA+ RNA or from rRNA-depleted total RNA. The reads were aligned to the GRCh37 reference assembly with the TopHat/Cufflinks alignment package using Ensembl annotations. A de novo assembly of the platelet transcriptome using the Trinity software package and RSEM was also performed. The bioinformatic tools HTSeq and DESeq from Bioconductor were employed for further statistical analyses of read counts. Results: Consistent with previous findings our data suggests that mitochondrially expressed genes comprise a substantial fraction of the platelet transcriptome. We also identified high transcript levels for protein coding genes related to the cytoskeleton function, chemokine signaling, cell adhesion, aggregation, as well as receptor interaction between cells. Certain transcripts were particularly abundant in platelets compared with other cell and tissue types represented by RNA-Seq data from the Illumina Human Body Map 2.0 project. Irrespective of the different library preparation and sequencing protocols, there was good agreement between samples from the 4 individuals. Eighteen differentially expressed genes were identified in the two sexes at 10% false discovery rate using DESeq. Conclusion: The present data suggests that platelets may have a unique transcriptome profile characterized by a relative over-expression of mitochondrially encoded genes and also of genomic transcripts related to the cytoskeleton function, chemokine signaling and surface components compared with other cell and tissue types. The in vivo functional significance of the non-mitochondrial transcripts remains to be shown.
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页数:16
相关论文
共 27 条
[1]   The complex transcriptional landscape of the anucleate human platelet [J].
Bray, Paul F. ;
McKenzie, Steven E. ;
Edelstein, Leonard C. ;
Nagalla, Srikanth ;
Delgrosso, Kathleen ;
Ertel, Adam ;
Kupper, Joan ;
Jing, Yi ;
Londin, Eric ;
Loher, Phillipe ;
Chen, Huang-Wen ;
Fortina, Paolo ;
Rigoutsos, Isidore .
BMC GENOMICS, 2013, 14
[2]  
Bugert P, 2003, THROMB HAEMOSTASIS, V90, P738
[3]   Sequencing Medicago truncatula expressed sequenced tags using 454 Life Sciences technology [J].
Cheung, Foo ;
Haas, Brian J. ;
Goldberg, Susanne M. D. ;
May, Gregory D. ;
Xiao, Yongli ;
Town, Christopher D. .
BMC GENOMICS, 2006, 7 (1)
[4]   Uncovering the Complexity of Transcriptomes with RNA-Seq [J].
Costa, Valerio ;
Angelini, Claudia ;
De Feis, Italia ;
Ciccodicola, Alfredo .
JOURNAL OF BIOMEDICINE AND BIOTECHNOLOGY, 2010,
[5]   Analysis of SAGE data in human platelets: Features of the transcriptome in an anucleate cell [J].
Dittrich, M ;
Birschmann, I ;
Pfrang, J ;
Herterich, S ;
Smolenski, A ;
Walter, U ;
Dandekar, T .
THROMBOSIS AND HAEMOSTASIS, 2006, 95 (04) :643-651
[6]   RELEASE OF PLATELET FACTOR 4 IN VIVO DURING INTRAVASCULAR COAGULATION AND IN THROMBOTIC STATES [J].
FARBISZEWSKI, R ;
NIEWIAROWSKI, S ;
WOROWSKI, K ;
LIPINSKI, B .
THROMBOSIS ET DIATHESIS HAEMORRHAGICA, 1968, 19 (3-4) :578-+
[7]   Transcript profiling of human platelets using microaray and serial analysis of gene expression [J].
Gnatenko, DV ;
Dunn, JJ ;
McCorkle, SR ;
Weissmann, D ;
Perrotta, PL ;
Bahou, WF .
BLOOD, 2003, 101 (06) :2285-2293
[8]   Genome-wide analysis of allelic expression imbalance in human primary cells by high-throughput transcriptome resequencing [J].
Heap, Graham A. ;
Yang, Jennie H. M. ;
Downes, Kate ;
Healy, Barry C. ;
Hunt, Karen A. ;
Bockett, Nicholas ;
Franke, Lude ;
Dubois, Patrick C. ;
Mein, Charles A. ;
Dobson, Richard J. ;
Albert, Thomas J. ;
Rodesch, Matthew J. ;
Clayton, David G. ;
Todd, John A. ;
van Heel, David A. ;
Plagnol, Vincent .
HUMAN MOLECULAR GENETICS, 2010, 19 (01) :122-134
[9]   Dynamics of free versus complexed β2-microglobulin and the evolution of interfaces in MHC class I molecules [J].
Hee, Chee-Seng ;
Beerbaum, Monika ;
Loll, Bernhard ;
Ballaschk, Martin ;
Schmieder, Peter ;
Uchanska-Ziegler, Barbara ;
Ziegler, Andreas .
IMMUNOGENETICS, 2013, 65 (03) :157-172
[10]  
Katz Y, 2010, NAT METHODS, V7, P1009, DOI [10.1038/nmeth.1528, 10.1038/NMETH.1528]