Total Platelet Transcriptomics and Its Network Analysis by RNA-Seq and miRNA-Seq and PCA Application in Essential Thrombocythaemia

被引:2
|
作者
Moon, Kyung Chul [1 ]
Gim, Jeong-An [2 ]
Kim, Dae Sik [3 ]
Choi, Chul Won [3 ]
Yoon, Jung [1 ]
Yoon, Soo-Young [1 ]
机构
[1] Korea Univ, Dept Lab Med, Coll Med, 148 Gurodong Ro, Seoul 08308, South Korea
[2] Korea Univ, Med Sci Res Ctr, Coll Med, Seoul, South Korea
[3] Korea Univ, Dept Internal Med, Div Oncol & Hematol, Guro Hosp, Seoul, South Korea
关键词
MicroRNA; Essential thrombocythaemia; Transcriptome; ABERRANT EXPRESSION; MICRORNA; PATHWAY; TOPHAT; GENE;
D O I
10.1159/000510459
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Differentiating the aetiology of thrombocytosis is limited yet crucial in patients with essential thrombocythaemia (ET). MicroRNAs (miRNAs) regulate haematopoiesis and lineage commitment; aberrant expression of miRNAs plays an important role in myeloproliferative neoplasms. However, the miRNA profile has been poorly explored in ET patients compared to patients with reactive thrombocytosis (RT). A total of 9 samples, including 5 ET patient samples, 2 RT patient samples, and 2 healthy control samples, were analysed in this study. We produced 81.43 million reads from transcripts and 59.60 million reads from small RNAs. We generated a comprehensive miRNA-mRNA regulatory network and identified unique 14 miRNA expression patterns associated with ET. Among the 14 miRNAs, miR-1268a was downregulated in ET and showed an inverse correlation with its 8 putative target genes, including genes associated with thrombus formation and platelet activation (CDH6, EHD2, FUT1, KIF26A, LINC00346, PTPRN, SERF1A, and SLC6A9). Principal component analysis (PCA) showed ET and non-ET groups well clustered in space, suggesting each group had a distinctive expression pattern of mRNAs and miRNAs. These results suggest that the significant dysregulation of miR-1268a and its 8 target genes could be a unique expression of platelet mi-RNAs and miRNA/mRNA regulatory network in ET patients.
引用
收藏
页码:337 / 344
页数:8
相关论文
共 50 条
  • [21] Facilitating pathway and network based analysis of RNA-Seq data with pathlinkR
    Blimkie, Travis M.
    An, Andy
    Hancock, Robert E. W.
    PLOS COMPUTATIONAL BIOLOGY, 2024, 20 (09)
  • [22] NetSeekR: a network analysis pipeline for RNA-Seq time series data
    Himangi Srivastava
    Drew Ferrell
    George V. Popescu
    BMC Bioinformatics, 23
  • [23] Differential gene network analysis from single cell RNA-seq
    Wang, Yikai
    Wu, Hao
    Yu, Tianwei
    JOURNAL OF GENETICS AND GENOMICS, 2017, 44 (06) : 331 - 334
  • [24] Differential gene network analysis from single cell RNA-seq
    Yikai Wang
    Hao Wu
    Tianwei Yu
    Journal of Genetics and Genomics, 2017, 44 (06) : 331 - 334
  • [25] Genome-wide RNA-seq analysis of human and mouse platelet transcriptomes
    Rowley, Jesse W.
    Oler, Andrew J.
    Tolley, Neal D.
    Hunter, Benjamin N.
    Low, Elizabeth N.
    Nix, David A.
    Yost, Christian C.
    Zimmerman, Guy A.
    Weyrich, Andrew S.
    BLOOD, 2011, 118 (14) : E101 - E111
  • [26] A NETWORK BASED RNA-SEQ ANALYSIS OF EFFECTS OF HTS ON INFLAMMATORY TRANSCRIPTOME
    Mitra, S.
    Jones, K. L.
    D'Alessandro, A.
    Gamboni, F.
    Anderson, C.
    Banerjee, A.
    SHOCK, 2015, 43 (06): : 103 - 103
  • [27] NetSeekR: a network analysis pipeline for RNA-Seq time series data
    Srivastava, Himangi
    Ferrell, Drew
    Popescu, George, V
    BMC BIOINFORMATICS, 2022, 23 (01)
  • [28] Integrated sRNAome and RNA-Seq analysis reveals miRNA effects on betalain biosynthesis in pitaya
    Canbin Chen
    Fangfang Xie
    Qingzhu Hua
    Noemi Tel-Zur
    Lulu Zhang
    Zhike Zhang
    Rong Zhang
    Jietang Zhao
    Guibing Hu
    Yonghua Qin
    BMC Plant Biology, 20
  • [29] Comparative rna-seq analysis of region-specific miRNA expression in the epididymis of cattleyak
    Zhao, Wangsheng
    Solangi, Tajmal Hussain
    Wu, Yitao
    Yang, Xiankang
    Xu, Chuanfei
    Wang, Hongmei
    Zheng, Xuxin
    Cai, Xin
    Zhu, Jiangjiang
    REPRODUCTION IN DOMESTIC ANIMALS, 2021, 56 (04) : 555 - 576
  • [30] RNA-seq and miRNA-seq data from pharmacological inhibition of the G9a/GLP histone methyltransferase complex with UNC0642 in SAMP8 mice
    Pawar, Shrikant
    Bellver-Sanchis, Aina
    Grinan-Ferre, Christian
    DATA IN BRIEF, 2021, 36