Copyright
©The Author(s) 2020.
World J Gastroenterol. Oct 21, 2020; 26(39): 5983-5996
Published online Oct 21, 2020. doi: 10.3748/wjg.v26.i39.5983
Published online Oct 21, 2020. doi: 10.3748/wjg.v26.i39.5983
Table 1 Sequences of primers
Gene | Sequence, 5’ to 3’ |
β-actin | Forward: GAGATTACTGCTCTGGCTCCTA |
Reverse: GGACTCATCGTACTCCTGCTTG | |
CXCL13 | Forward: CCCAACCCACATCCTTGTTCCTT |
Reverse: CTGAAGTCCATCTCGCAAACCTCT | |
NPY1R | Forward: CCAGTGAGACCAAGCGAATCAACA |
Reverse: GCGGTGAGGTGACAGAGCAGAA | |
CXCR2 | Forward: ATGGTGGAACTTGTGGCTCTAGC |
Reverse: CCATTCCTGGTCCTGGCATTCC |
Table 2 Top three enriched terms in the respective categories of upregulated differentially expressed genes identified in ulcerative colitis (P < 0.05)
Category | Term | Count | Genes |
BP | Defense response (GO: 0006952) | 40 | CXCL1, KYNU, S100A8, FGR, C3, CXCL3, CXCL2, S100A9, CXCL9, CXCR2, CXCL6, DEFB4A, CXCL11, CXCL10, REG3A, SERPINA3, CSF3R, VNN1, IL1B, LTF, SERPINA1, CFI, SPP1, SELP, CR1, PDPN, CFB, IL1RN, C4BPB, IDO1, CCL18, S100A12, LILRB2, TNFAIP6, PROK2, DEFA6, CXCL13, DEFA5, PLA2G2D, DMBT1. |
BP | Inflammatory response (GO: 0006954) | 31 | CXCL1, S100A8, C3, CXCL3, CXCL2, S100A9, CXCL9, CXCR2, CXCL6, CXCL11, CXCL10, REG3A, SERPINA3, VNN1, IL1B, SERPINA1, CFI, SPP1, SELP, CR1, PDPN, CFB, IL1RN, C4BPB, IDO1, CCL18, S100A12, TNFAIP6, PROK2, CXCL13, PLA2G2D. |
BP | Response to wounding (GO: 0009611) | 33 | CXCL1, S100A8, C3, TNC, CXCL3, CXCL2, S100A9, CXCL9, CXCR2, CXCL6, CXCL11, CDH3, CXCL10, REG3A, SERPINA3, VNN1, IL1B, SERPINA1, CFI, SPP1, SELP, CR1, PDPN, CFB, IL1RN, C4BPB, IDO1, CCL18, S100A12, TNFAIP6, PROK2, CXCL13, PLA2G2D. |
CC | Extracellular region (GO: 0005576) | 55 | REG4, MMP9, MMP7, CXCL11, MMP3, MMP1, CXCL10, REG3A, SERPINA3, CSF3R, IL1B, LTF, SERPINA1, KLK10, CFI, FCGR3B, CYR61, IL13RA2, EGFL6, IL24, TCN1, MMP12, MMP10, PROK2, GZMK, DEFA6, SERPINB5, DEFA5, STC1, PLA2G2D, CXCL1, CXCL5, C3, CXCL3, TNC, CXCL2, CXCL9, CXCL6, DEFB4A, GREM1, TIMP1, THBS2, OLFM1, SPP1, SELP, CFB, IL1RN, CHI3L1, CHI3L2, C4BPB, CCL18, LCN2, CXCL13, PI3, DMBT1. |
CC | Extracellular region part (GO: 0044421) | 38 | CXCL1, CXCL5, C3, MMP9, TNC, CXCL3, CXCL2, MMP7, CXCL9, CXCL6, CXCL11, MMP3, GREM1, MMP1, CXCL10, TIMP1, REG3A, IL1B, SERPINA1, CFI, OLFM1, SPP1, IL13RA2, SELP, EGFL6, IL1RN, CHI3L1, CHI3L2, IL24, CCL18, MMP12, MMP10, SERPINB5, DEFA6, CXCL13, DEFA5, PI3, STC1. |
CC | Extracellular space (GO: 0005615) | 33 | CXCL1, CXCL5, C3, MMP9, CXCL3, CXCL2, MMP7, CXCL9, CXCL6, GREM1, CXCL11, MMP3, CXCL10, REG3A, IL1B, SERPINA1, CFI, OLFM1, IL13RA2, SPP1, SELP, EGFL6, IL1RN, CHI3L1, CHI3L2, IL24, CCL18, MMP10, SERPINB5, DEFA6, CXCL13, DEFA5, STC1. |
MF | Cytokine activity (GO: 0005125) | 16 | CXCL1, NAMPT, CXCL5, CXCL3, IL1RN, CXCL2, CXCL9, CXCL6, IL24, GREM1, CXCL11, CCL18, CXCL10, CXCL13, IL1B, SPP1. |
MF | Chemokine activity (GO: 0008009) | 10 | CXCL1, CXCL5, CXCL13, CXCL3, CXCL2, CXCL9, CXCL6, CXCL11, CCL18, CXCL10. |
MF | Chemokine receptor binding (GO: 0042379) | 10 | CXCL1, CXCL5, CXCL13, CXCL3, CXCL2, CXCL9, CXCL6, CXCL11, CCL18, CXCL10. |
Table 3 Top three enriched terms in the respective categories of downregulated differentially expressed genes identified in ulcerative colitis (P < 0.05)
Category | Term | Count | Genes |
BP | Transmembrane transport (GO: 0055085) | 9 | TRPM6, SLC23A1, SLC16A1, SLC25A34, SLC17A4, ABCB1, AQP7, SLC30A10, SLC26A2. |
BP | Carboxylic acid transport (GO: 0046942) | 5 | SLC38A4, SLC23A1, SLC16A1, AQP8, SLC3A1. |
BP | Organic acid transport (GO: 0015849) | 5 | SLC38A4, SLC23A1, SLC16A1, AQP8, SLC3A1. |
CC | Cell fraction (GO: 0000267) | 12 | HSD3B2, SLC23A1, SLC16A1, AQP8, SLC17A4, CYP2B6, MEP1B, ABCB1, ANPEP, SLC3A1, SLC26A2, PCK1. |
CC | Membrane fraction (GO: 0005624) | 10 | HSD3B2, SLC23A1, SLC16A1, AQP8, SLC17A4, CYP2B6, MEP1B, ABCB1, SLC3A1, SLC26A2. |
CC | Insoluble fraction (GO: 0005626) | 10 | HSD3B2, SLC23A1, SLC16A1, AQP8, SLC17A4, CYP2B6, MEP1B, ABCB1, SLC3A1, SLC26A2. |
MF | Symporter activity (GO: 0015293) | 4 | SLC38A4, SLC23A1, SLC16A1, SLC17A4. |
MF | Xenobiotic-transporting ATPase activity (GO: 0008559) | 2 | ABCB1, ABCG2. |
MF | Multidrug transporter activity (GO: 0015239) | 2 | ABCB1, ABCG2. |
Table 4 Enriched terms in the Kyoto Encyclopedia of Genes and Genomes pathways for differentially expressed genes identified in ulcerative colitis (P < 0.05)
Pathway ID | Term | Genes |
hsa04062 | Chemokine signaling pathway | CXCL1, FGR, CXCL5, CXCL3, CXCL2, CXCL9, CXCR2, CXCL6, CXCL11, CCL18, CXCL10, CXCL13, JAK3. |
hsa04060 | Cytokine-cytokine receptor interaction | CXCL1, CXCL5, CXCL3, CXCL2, CXCL9, CXCR2, CXCL6, IL24, CXCL11, CCL18, CXCL10, CXCL13, CSF3R, IL1B. |
hsa04610 | Complement and coagulation cascades | CR1, C3, CFB, C4BPB, SERPINA1, CFI. |
hsa04514 | Cell adhesion molecules | SELP, SELL, CD274, CTLA4, CLDN2, CDH3. |
hsa00830 | Retinol metabolism | CYP2B6, ADH1C, UGT2A3. |
hsa00980 | Metabolism of xenobiotics by cytochrome P450 | CYP2B6, ADH1C, UGT2A3. |
hsa04620 | Toll-like receptor signaling pathway | CXCL9, IL1B, CXCL11, SPP1, CXCL10. |
hsa00982 | Drug metabolism | CYP2B6, ADH1C, UGT2A3. |
hsa03320 | PPAR signaling pathway | HMGCS2, AQP7, PCK1. |
Table 5 Repeated Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis of 18 core genes in the first cluster (P < 0.05)
Category | Term | Count, % | Genes |
KEGG pathway | hsa04060, cytokine-cytokine receptor interaction. | 12, 6.06 | CXCL1, CXCL5, CXCL13, CXCL3, CXCL2, CXCL9, IL1B, CXCR2, CXCL6, CXCL11, CCL18, CXCL10. |
KEGG pathway | hsa04062, chemokine signaling pathway. | 11, 5.56 | CXCL1, CXCL5, CXCL13, CXCL3, CXCL2, CXCL9, CXCR2, CXCL6, CXCL11, CCL18, CXCL10. |
KEGG pathway | hsa04620, toll-like receptor signaling pathway. | 4, 2.02 | CXCL9, IL1B, CXCL11, CXCL10. |
KEGG pathway | hsa04621, NOD-like receptor signaling pathway. | 3, 1.52 | CXCL1, CXCL2, IL1B. |
- Citation: Shi L, Han X, Li JX, Liao YT, Kou FS, Wang ZB, Shi R, Zhao XJ, Sun ZM, Hao Y. Identification of differentially expressed genes in ulcerative colitis and verification in a colitis mouse model by bioinformatics analyses. World J Gastroenterol 2020; 26(39): 5983-5996
- URL: https://www.wjgnet.com/1007-9327/full/v26/i39/5983.htm
- DOI: https://dx.doi.org/10.3748/wjg.v26.i39.5983