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AJNR Awards, New Junior Editors, and more. Read the latest AJNR updates

Research ArticleNeurointervention
Open Access

RNA-Sequencing Analysis of Messenger RNA/MicroRNA in a Rabbit Aneurysm Model Identifies Pathways and Genes of Interest

M. Holcomb, Y.-H. Ding, D. Dai, R.J. McDonald, J.S. McDonald, D.F. Kallmes and R. Kadirvel
American Journal of Neuroradiology September 2015, 36 (9) 1710-1715; DOI: https://doi.org/10.3174/ajnr.A4390
M. Holcomb
aFrom the Neuroradiology Research Laboratory, Mayo Clinic, Rochester, Minnesota.
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Y.-H. Ding
aFrom the Neuroradiology Research Laboratory, Mayo Clinic, Rochester, Minnesota.
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D. Dai
aFrom the Neuroradiology Research Laboratory, Mayo Clinic, Rochester, Minnesota.
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R.J. McDonald
aFrom the Neuroradiology Research Laboratory, Mayo Clinic, Rochester, Minnesota.
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J.S. McDonald
aFrom the Neuroradiology Research Laboratory, Mayo Clinic, Rochester, Minnesota.
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D.F. Kallmes
aFrom the Neuroradiology Research Laboratory, Mayo Clinic, Rochester, Minnesota.
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R. Kadirvel
aFrom the Neuroradiology Research Laboratory, Mayo Clinic, Rochester, Minnesota.
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    Fig 1.

    Diagram of miRNA regulation of gene expression. mRNA indicates messenger RNA; ORF, open reading frame; Pol, polymerase; Pri-miRNA, primary microRNA; RISC, RNA-induced silencing complex.

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    Fig 2.

    Top 10 canonical pathways identified by IPA. NFAT indicates nuclear factor of activated T cells.

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    Fig 3.

    Validation of RNA-sequencing results by real-time polymerase chain reaction assays. The real-time polymerase chain reactions are indicated by blue bars, and RNA sequencing is indicated by red bars. LCA indicates left carotid artery; OPN, osteopontin; TIMP1, TIMP metalloproteinase inhibitor 1; TYR, tyrosinase; TACR1, tachykinin receptor 1; vWF, von Willebrand factor.

Tables

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    Table 1:

    miRNA expression data

    Mature miRNAFold ChangeP ValueFDR
    hsa-miR-10.484.62E-051.01E-03
    hsa-miR-9-5p0.434.80E-051.01E-03
    hsa-miR-10a-5p2.668.83E-094.66E-07
    hsa-miR-10b-5pa2.453.47E-071.47E-05
    hsa-miR-21-5p3.514.43E-114.67E-09
    hsa-miR-34a-5p2.341.15E-042.02E-03
    hsa-miR-34c-5pb3.791.28E-064.38E-05
    hsa-miR-146a-5p3.681.45E-064.38E-05
    hsa-miR-146b-5pc3.329.08E-116.39E-09
    hsa-miR-204-5p0.487.32E-061.93E-04
    hsa-miR-223-3p3.956.79E-121.43E-09
    • Note:—FDR indicates false discovery rate.

    • ↵a Grouped with miR-10a-5p by IPA for targeting purposes.

    • ↵b Grouped with miR-34a-5p by IPA for targeting purposes.

    • ↵c Grouped with miR-146a-5p by IPA for targeting purposes.

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    Table 2:

    Most up-regulated canonical pathways, determined by IPA

    Canonical Biologic PathwayNo. of Genes Up-RegulatedGenesNo. of Genes Down-RegulatedGene(s)
    Dendritic cell maturation25CD80, CD83, CD86, CD1C, COL10A1, COL1A1, COL1A2, FCGR1B, FCGR2A, HLA-A, HLA-DMA, HLA-DMB, HLA-DOB, HLA-DQA1, HLA-DRA, HLA-DRB1, HLA-DRB5, IL15, IL1B, IL1RL2, IL1RN, PIK3CG, PIK3R5, PLCB2, TREM23CREB5, PLCB4, PLCL1
    Role of NFAT in regulation of the immune response22BLNK, BTK, CD80, CD86, FCER1A, FCGR1B, FCGR2A, FOS, GNG2, HLA-DMA, HLA-DMB, HLA-DOB, HLA-DQA1, HLA-DRA, HLA-DRB1, HLA-DRB5, LCP2, LYN, PIK3CG, PIK3R5, PLCB2, SYK2PLCB4, GNAO1
    Antigen-presentation pathway12CD74, HLA-A, HLA-DMA, HLA-DMB, HLA-DOB, HLA-DPA1, HLA-DPB1, HLA-DQA1, HLA-DQB2, HLA-DRA, HLA-DRB1, HLA-DRB50NA
    Altered T-cell and B-cell signaling in rheumatoid arthritis17CCL21, CD80, CD86, HLA-DMA, HLA-DMB, HLA-DOB, HLA-DQA1, HLA-DRA, HLA-DRB1, HLA-DRB5, IL15, IL1B, IL1RN, SPP1, TLR1, TLR8, TNFSF13B0NA
    Atherosclerosis signaling19ALOX5, CCL2, CCR2, COL10A1, COL1A1, COL1A2, CXCR4, IL8, IL1B, IL1RN, LYZ, MSR1, PDGFB, PDGFC, PDGFD, PLA2G7, PLA2R1, SELE, VCAM11RBP4
    • Note:—NA indicates not applicable; NFAT, nuclear factor of activated T cells.

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American Journal of Neuroradiology: 36 (9)
American Journal of Neuroradiology
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M. Holcomb, Y.-H. Ding, D. Dai, R.J. McDonald, J.S. McDonald, D.F. Kallmes, R. Kadirvel
RNA-Sequencing Analysis of Messenger RNA/MicroRNA in a Rabbit Aneurysm Model Identifies Pathways and Genes of Interest
American Journal of Neuroradiology Sep 2015, 36 (9) 1710-1715; DOI: 10.3174/ajnr.A4390

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RNA-Sequencing Analysis of Messenger RNA/MicroRNA in a Rabbit Aneurysm Model Identifies Pathways and Genes of Interest
M. Holcomb, Y.-H. Ding, D. Dai, R.J. McDonald, J.S. McDonald, D.F. Kallmes, R. Kadirvel
American Journal of Neuroradiology Sep 2015, 36 (9) 1710-1715; DOI: 10.3174/ajnr.A4390
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