Copyright
©The Author(s) 2019.
World J Stem Cells. Oct 26, 2019; 11(10): 859-890
Published online Oct 26, 2019. doi: 10.4252/wjsc.v11.i10.859
Published online Oct 26, 2019. doi: 10.4252/wjsc.v11.i10.859
Table 1 Differentially expressed miRNAs
Top 10 differentially expressed miRNAs | ||||||||||
Control group | VCAM-1 group | In the TNFα group | In the IL6 group | |||||||
sRNA id | Count (16379497) | TPM | sRNA id | Count (23095609) | TPM | sRNA id | Count (20739574) | TPM | sRNA id | Count (32116232) |
miR-21-5p | 1544110 | 76933.99 | miR-21-5p | 1640334 | 70885.38 | miR-21-5p | 1454726 | 70066.87 | miR-21-5p | 1323387 |
miR-127-3p | 159283 | 9724.54 | miR-127-3p | 259830 | 11250.19 | miR-100-5p | 408192 | 19681.79 | miR-199a-3p,miR-199b-3p | 317377 |
miR-199a-3p,miR-199b-3p | 139220 | 8499.65 | miR-199a-3p, miR-199b-3p | 155376 | 6727.51 | miR-127-3p | 321306 | 15492.41 | miR-127-3p | 300549 |
miR-100-5p | 132865 | 8111.67 | miR-100-5p | 140774 | 6095.27 | miR-199a-3p, miR-199b-3p | 271902 | 13110.3 | miR-100-5p | 265054 |
miR-222-3p | 89564 | 5468.06 | miR-26a-5p | 107800 | 4667.55 | miR-23a-3p | 140623 | 6780.42 | miR-34a-5p | 178542 |
miR-26a-5p | 77524 | 4732.99 | miR-34a-5p | 86786 | 3757.68 | miR-222-3p | 129932 | 6264.93 | miR-23a-3p | 144385 |
miR-34a-5p | 76681 | 4681.52 | miR-451a | 77297 | 3346.83 | miR-146a-5p | 128078 | 6175.54 | miR-222-3p | 111957 |
miR-181a-5p | 67287 | 4108 | miR-23a-3p | 71930 | 3114.44 | miR-34a-5p | 119952 | 5783.73 | miR-146a-5p | 100038 |
miR-411-5p | 56606 | 3455.91 | miR-196a-5p | 63939 | 2768.45 | miR-143-3p | 101398 | 4889.11 | miR-26a-5p | 98114 |
miR-143-3p | 49739 | 3036.66 | miR-181a-5p | 62752 | 2717.05 | miR-26a-5p | 99628 | 4803.76 | miR-181a-5p | 97685 |
Table 2 Top 10 differentially expressed miRNAs in each group (Poisson distribution screening)
Comparison of top 10 differentially expressed miRNAs | |||||||||||||||||||||||||||
VCAM-1 group vs control group | TNFα group vs control group | IL6 group vs control group | |||||||||||||||||||||||||
miRNA id | Count(control) | Count(VCAM-1) | TPM(control) | TPM(VCAM-1) | Log2 ratio(VCAM-1/control) | Up/down-regulation(VCAM-1/control) | P | FDR | miRNA id | Count (control) | Count(TNFα) | TPM (control) | TPM (TNFα) | Log2 ratio(TNFα/control) | Up/down-regulation(TNFα/control) | P | FDR | miRNA id | Count(control) | Count(IL6) | TPM(control) | TPM(IL6) | Log2 ratio(IL6/control) | Up/down-Regulation(IL6/control) | P value | FDR | |
miR-146a-5p | 20510 | 5173 | 1252.18 | 223.98 | -2.483 | Down | 0 | 0 | miR-146a-5p | 20510 | 128078 | 1252.18 | 6175.54 | 2.302123 | Up | 0 | 0 | miR-3529-3p | 473 | 8930 | 28.88 | 278.05 | 3.267202 | Up | 0 | 0 | |
miR-149-5p | 4558 | 2391 | 278.27 | 103.53 | -1.42644 | Down | 0 | 0 | miR-342-3p | 2117 | 7130 | 129.25 | 343.79 | 1.411363 | Up | 0 | 0 | miR-320c | 1276 | 7983 | 77.9 | 248.57 | 1.673957 | Up | 0 | 0 | |
miR-222-3p | 89564 | 48444 | 5468.06 | 2097.54 | -1.38233 | Down | 0 | 0 | miR-23a-3p | 42777 | 140623 | 2611.62 | 6780.42 | 1.37643 | Up | 0 | 0 | miR-24-3p | 11151 | 50968 | 680.79 | 1586.99 | 1.221011 | Up | 0 | 0 | |
miR-29a-3p | 8451 | 5054 | 515.95 | 218.83 | -1.23742 | Down | 0 | 0 | miR-100-5p | 132865 | 408192 | 8111.67 | 19681.79 | 1.278791 | Up | 0 | 0 | miR-7-5p | 16653 | 101 | 1016.7 | 3.14 | -8.33891 | Down | 0 | 0 | |
miR-451a | 2760 | 77297 | 168.5 | 3346.83 | 4.311975 | Up | 0 | 0 | miR-337-3p | 5655 | 16027 | 345.25 | 772.77 | 1.162398 | Up | 0 | 0 | miR-196a-5p | 26485 | 11440 | 1616.96 | 356.21 | -2.18248 | Down | 0 | 0 | |
miR-490-5p | 1839 | 475 | 112.27 | 20.57 | -2.44836 | Down | 2.00E-305 | 1.20E-303 | miR-409-3p | 4207 | 11169 | 256.85 | 538.54 | 1.068127 | Up | 0 | 0 | miR-451a | 2760 | 1658 | 168.5 | 51.62 | -1.70675 | Down | 0 | 0 | |
miR-1246 | 1812 | 6191 | 110.63 | 268.06 | 1.276813 | Up | 1.39E-276 | 8.02E-275 | miR-221-3p | 4067 | 10541 | 248.3 | 508.26 | 1.033482 | Up | 0 | 0 | miR-379-5p | 13430 | 8083 | 819.93 | 251.68 | -1.70391 | Down | 0 | 0 | |
miR-181a-2-3p | 3400 | 2008 | 207.58 | 86.94 | -1.25558 | Down | 2.31E-219 | 1.18E-217 | miR-7-5p | 16653 | 136 | 1016.7 | 6.56 | -7.27598 | Down | 0 | 0 | miR-196b-5p | 18735 | 15676 | 1143.81 | 488.1 | -1.2286 | Down | 0 | 0 | |
miR-204-5p | 3116 | 1757 | 190.24 | 76.08 | -1.32223 | Down | 3.36E-218 | 1.66E-216 | miR-196a-5p | 26485 | 8359 | 1616.96 | 403.05 | -2.00425 | Down | 0 | 0 | miR-424-5p | 12774 | 11917 | 779.88 | 371.06 | -1.0716 | Down | 0 | 0 | |
miR-378e | 2 | 817 | 0.12 | 35.37 | 8.203348 | Up | 4.36E-186 | 2.00E-184 | miR-26b-5p | 6496 | 3410 | 396.59 | 164.42 | -1.27026 | Down | 0 | 0 | miR-26b-5p | 6496 | 6086 | 396.59 | 189.5 | -1.06545 | Down | 0 | 0 |
Table 3 Comparison of differentially expressed angiogenesis-related miRNAs between the TNFα group and control group
miRNA id | Count (control) | Count(TNFα) | TPM (control) | TPM (TNFα) | Log2 ratio (TNFα/ control) | Up/ down-regulation (TNFα/ control) | P | FDR |
hsa-miR-196a-5p | 26485 | 8359 | 1616.96 | 403.05 | -2.004253263 | Down | 0 | 0 |
hsa-miR-320e | 161 | 46 | 9.83 | 2.22 | -2.14663174 | Down | 5.95E-23 | 6.85E-22 |
Table 4 Comparison of differentially expressed angiogenesis-related miRNAs between the IL6 group and control group
miRNA id | Count (control) | Count (IL6) | TPM (control) | TPM (IL6) | Log2 ratio (IL6/control) | Up/down-regulation (IL6/control) | P | FDR |
hsa-miR-196a-5p | 26485 | 11440 | 1616.96 | 356.21 | -2.182484067 | Down | 0 | 0 |
hsa-miR-17-5p | 252 | 138 | 15.39 | 4.3 | -1.839584667 | Down | 2.24E-35 | 2.98E-34 |
hsa-miR-146b-5p | 78 | 44 | 4.76 | 1.37 | -1.79678568 | Down | 1.08E-11 | 7.53E-11 |
hsa-miR-21-3p | 440 | 358 | 26.86 | 11.15 | -1.268415595 | Down | 4.66E-35 | 6.02E-34 |
hsa-miR-320e | 161 | 153 | 9.83 | 4.76 | -1.046229843 | Down | 1.78E-10 | 1.11E-09 |
- Citation: Huang C, Luo WF, Ye YF, Lin L, Wang Z, Luo MH, Song QD, He XP, Chen HW, Kong Y, Tang YK. Characterization of inflammatory factor-induced changes in mesenchymal stem cell exosomes and sequencing analysis of exosomal microRNAs. World J Stem Cells 2019; 11(10): 859-890
- URL: https://www.wjgnet.com/1948-0210/full/v11/i10/859.htm
- DOI: https://dx.doi.org/10.4252/wjsc.v11.i10.859