| Literature DB >> 28550707 |
Jianglong Chen1,2, Jiting Zhu1, Zeng Wang3, Xiaoping Yao2, Xuan Wu1, Fang Liu1, Weidong Zheng4, Zhiwen Li1, Aiyu Lin1.
Abstract
BACKGROUND Recent studies identified a set of differentially expressed miRNAs in whole blood that may discriminate neuromyelitis optica spectrum disorders (NMOSD) from relapsing-remitting multiple sclerosis (RRMS). This study invalidated 9 known miRNAs in Chinese patients. MATERIAL AND METHODS The levels of miRNAs in whole blood were assayed in healthy controls (n=20) and patients with NMOSD (n=45), RRMS (n=17) by quantitative real-time polymerase chain reaction (qRT-PCR), and pairwise-compared between groups. They were further analyzed for association with clinical features and MRI findings of the diseases. RESULTS Compared with healthy controls, miR-22b-5p, miR-30b-5p and miR-126-5p were down-regulated in NMOSD, in contrast, both miR-101-5p and miR-126-5p were up-regulated in RRMS. Moreover, the levels of miR-101-5p, miR-126-5p and miR-660-5p, were significantly higher in RRMS than in NMOSD (P=0.04, 0.01 and 0.02, respectively). The level of miR-576-5p was significantly higher in patients underwent relapse for ≤3 times than those for ≥4 times. In addition, its level was significantly higher in patients suffered from a severe visual impairment (visual sight ≤0.1). Moreover, the levels of each of the 9 miRNAs were lower in NMOSD patients with intracranial lesions (NMOSD-IC) than those without (NMOSD-non-IC). Despite correlations of miRNAs with these disease subtypes, all AUCs of ROC generated to discriminate patients and controls, as well as intracranial lesions, were <0.8. CONCLUSIONS Certain miRNAs are associated with RRMS and NMOSD. They are also related to the clinical features, especially intracranial lesions of NMOSD. However, none of the miRNAs alone or in combination was powerful to ensure the diagnosis and differentiation of the 2 disease subtypes.Entities:
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Year: 2017 PMID: 28550707 PMCID: PMC5458669 DOI: 10.12659/msm.904642
Source DB: PubMed Journal: Med Sci Monit ISSN: 1234-1010
Clinical features of the studied subjects.
| Clinical feature | NMOSD (n=45) | RRMS (n=17) | CIS (n=14) | HC (n=20) | P value | ||
|---|---|---|---|---|---|---|---|
| NMOSD | NMOSD | RRMS | |||||
| Female/male ratio | 6.5:1 | 1.4:1 | 2.5:1 | 9:1 | 0.02 | 0.53 | 0.08 |
| Age at study (year) | 40.9±12.8 | 31.2±9.3 | 46.4±17.3 | 44.7±9.8 | 0.01 | 0.25 | 0.06 |
| Age at onset (year) | 36.1±13.3 | 28.9±8.1 | 44.4±17.3 | – | 0.04 | – | |
| Disease duration (year) | 4.9±6.6 | 3.8±4.6 | 1.8±5.3 | – | 0.49 | – | |
| Relapse (time) | 3.4±2.1 | 2.2±0.9 | – | – | 0.03 | – | |
| EDSS score at the last visit | 3.4±2.0 | 2.4±1.1 | 2.4±1.2 | – | 0.06 | – | |
| Ratio of visual impairment (≤0.1/>0.1) | 9:36 | 1:16 | 6:8 | – | 0.17 | – | |
| Ratio of anti-AQP4-Ab positivity (±) | 34/6 | 0/10 | 0/5 | – | <0.0001 | – | |
| Ratio of autoantibody positivity (±) | 15/21 | 1/14 | 0/10 | – | 0.002 | – | |
Figure 1The expression level of the 9 miRNAs in HCs, NMOSD and RRMS separately, as well as the statistical significance among all groups. NMOSD – neuromyelitis optica spectrum disorders; RRMS – relapsing-remitting multiple sclerosis; HCs – healthy controls. NMOSD (n=45), MS (n=17), HCs (n=20). The bar diagram shows the mean 2-ΔCT values and standard deviations. * P<0.05, ** P <0.01, *** P<0.001.
Correlation between miRNA expression and the clinical features of NMOSD.
| Clinical features | Categorized comparisons | miR- 15b-3p | miR- 22-5p | miR- 30b-5p | miR- 335-3p | miR- 101-5p | miR- 126-5p | miR- 223-5p | miR- 576-5p | miR- 660-5p |
|---|---|---|---|---|---|---|---|---|---|---|
| P | P | P | P | P | P | P | P | P | ||
| Gender | Female (n=39) | 0.93 | 0.89 | 0.84 | 0.09 | 0.51 | 0.71 | 0.48 | 0.67 | 0.78 |
| Phase of clinical course | Active (n=30) | 0.27 | 0.09 | 0.26 | 0.1 | 0.83 | 0.71 | 0.92 | 0.65 | 0.36 |
| Times of relapse | ≤3 (n=25) | 0.67 | 0.34 | 0.09 | 0.87 | 0.44 | 0.3 | 0.05 | 0.08 | |
| EDSS score | ≤3 (n=23) | 0.5 | 0.81 | 0.52 | 0.39 | 1 | 0.62 | 0.55 | 0.48 | 0.21 |
| Visual impairment | Yes (n=18) | 0.85 | 0.74 | 0.63 | 0.55 | 0.28 | 0.99 | 0.49 | 0.16 | 0.37 |
| ≤0.1 (n=9) | 0.53 | 0.49 | 0.84 | 0.78 | 0.21 | 0.99 | 0.06 | |||
| AQP4-Ab(titre) | Negative (n=6) | 0.71 | 0.47 | 0.65 | 0.44 | 0.32 | 0.48 | 0.4 | 0.48 | 0.7 |
| ≤1: 32 (n=20) | 0.23 | 0.39 | 0.11 | 0.49 | 0.51 | 0.25 | 0.95 | 0.72 | 0.86 | |
| Autoantibody | Positive (n=14) | 0.52 | 0.31 | 0.94 | 0.77 | 0.43 | 0.17 | 0.8 | 0.44 | 0.44 |
| MRI enhancement | Positive (n=13) | 0.31 | 0.26 | 0.14 | 0.18 | 0.09 | 0.21 | 0.49 | 0.5 | 0.22 |
| Spinal cord involved (segment) | <6 (n=17) | 0.36 | 0.38 | 0.23 | 0.62 | 0.59 | 0.91 | 0.68 | 0.64 | 0.66 |
| B lymphocyte prootion (%) | <9.0 (n=8) | 0.29 | 0.28 | 0.66 | 0.36 | 0.35 | 0.6 | 0.56 | 0.57 | 0.63 |
Figure 2The expression level of the 9 miRNAs in NMOSD-IC and NMOSD-non-IC, RRMS and HCs. NMOSD-IC – NMOSD patients with intracranial lesions; NMOSD-non-IC –NMOSD patients without intracranial lesions. RRMS – relapsing-remitting multiple sclerosis; HCs – healthy controls. The bar diagram shows the mean 2-ΔCT values and standard deviations. * P<0.05, ** P<0.01, *** P<0.001.
Figure 3Discriminating power of miRNAs alone or in combination in differentiating NMOSD, RRMS from healthy controls and between subtypes (A–C), as well as differentiating intracranial lesions in NMOSD (D). Receiver operating characteristic curves (ROCs) were generated by plotting the sensitivity of the levels of these miRNAs against 1-specificity and calculating the area under the ROC curves (C statistic) for each population.
Enrichment of NMOSD-associated miRNAs in the molecular pathways.
| MiRNA | PathName | PathFg | PathBg | GenomeFG | GenomeBG | P value | BH |
|---|---|---|---|---|---|---|---|
| hsa-miR-101-5p | Insulin signaling pathway | 87 | 139 | 8485 | 19747 | 2.34E-06 | 0.00045371 |
| hsa-miR-101-5p | Endocytosis | 109 | 187 | 8485 | 19747 | 1.65E-05 | 0.003114265 |
| hsa-miR-101-5p | Long term potentiation | 48 | 71 | 8485 | 19747 | 2.36E-05 | 0.004468536 |
| hsa-miR-101-5p | Colorectal cancer | 56 | 86 | 8485 | 19747 | 2.78E-05 | 0.005217761 |
| hsa-miR-101-5p | Neurotrophin signaling pathway | 78 | 129 | 8485 | 19747 | 4.52E-05 | 0.008402147 |
| hsa-miR-101-5p | Glioma | 44 | 65 | 8485 | 19747 | 4.89E-05 | 0.009095575 |
| hsa-miR-101-5p | Adherens junction | 50 | 76 | 8485 | 19747 | 4.92E-05 | 0.009146105 |
| hsa-miR-101-5p | Pathways in cancer | 176 | 330 | 8485 | 19747 | 8.55E-05 | 0.015646108 |
| hsa-miR-101-5p | Endometrial cancer | 36 | 52 | 8485 | 19747 | 0.000115328 | 0.020759015 |
| hsa-miR-101-5p | Wnt signaling pathway | 88 | 152 | 8485 | 19747 | 0.000143178 | 0.025628775 |
| hsa-miR-101-5p | Axon guidance | 76 | 129 | 8485 | 19747 | 0.000185502 | 0.032833892 |
| hsa-miR-101-5p | T cell receptor signaling pathway | 66 | 110 | 8485 | 19747 | 0.000231552 | 0.040753187 |
| hsa-miR-101-5p | ErbB signaling pathway | 55 | 89 | 8485 | 19747 | 0.000260331 | 0.045557925 |
| hsa-miR-101-5p | Chronic myeloid leukemia | 47 | 75 | 8485 | 19747 | 0.000452969 | 0.077910691 |
| hsa-miR-101-5p | Phosphatidylinositol signaling system | 47 | 76 | 8485 | 19747 | 0.000695386 | 0.117520317 |
| hsa-miR-101-5p | Calcium signaling pathway | 98 | 178 | 8485 | 19747 | 0.000741421 | 0.125300102 |
| hsa-miR-101-5p | Chemokine signaling pathway | 103 | 189 | 8485 | 19747 | 0.000887525 | 0.148216608 |
| hsa-miR-101-5p | Ubiquitin mediated proteolysis | 76 | 134 | 8485 | 19747 | 0.000905223 | 0.151172313 |
| hsa-miR-101-5p | Melanoma | 44 | 71 | 8485 | 19747 | 0.000956101 | 0.158712713 |
| hsa-miR-101-5p | Renal cell carcinoma | 44 | 71 | 8485 | 19747 | 0.000956101 | 0.158712713 |
| hsa-miR-101-5p | Non small cell lung cancer | 35 | 54 | 8485 | 19747 | 0.000981599 | 0.16294541 |
| hsa-miR-101-5p | B cell receptor signaling pathway | 46 | 75 | 8485 | 19747 | 0.001018064 | 0.167980536 |
| hsa-miR-101-5p | Type II diabetes mellitus | 32 | 49 | 8485 | 19747 | 0.001327476 | 0.215051074 |
| hsa-miR-101-5p | mTOR signaling pathway | 34 | 53 | 8485 | 19747 | 0.001507004 | 0.241366957 |
| hsa-miR-101-5p | Gap junction | 53 | 90 | 8485 | 19747 | 0.001672357 | 0.265904786 |
| hsa-miR-101-5p | Prostate cancer | 52 | 89 | 8485 | 19747 | 0.002335429 | 0.361991448 |
| hsa-miR-101-5p | Fc gamma R mediated phagocytosis | 56 | 97 | 8485 | 19747 | 0.00236227 | 0.366151908 |
| hsa-miR-101-5p | Adipocytokine signaling pathway | 42 | 70 | 8485 | 19747 | 0.00300524 | 0.453791189 |
| hsa-miR-101-5p | MAPK signaling pathway | 139 | 272 | 8485 | 19747 | 0.003964632 | 0.582800901 |
| hsa-miR-101-5p | Pancreatic cancer | 44 | 75 | 8485 | 19747 | 0.004398819 | 0.637828798 |
| hsa-miR-101-5p | Focal adhesion | 106 | 203 | 8485 | 19747 | 0.004776226 | 0.687776614 |
| hsa-miR-101-5p | Purine metabolism | 84 | 158 | 8485 | 19747 | 0.006105552 | 0.844734415 |
| hsa-miR-101-5p | GnRH signaling pathway | 58 | 105 | 8485 | 19747 | 0.00745423 | 0.994695317 |
| hsa-miR-101-5p | Long term depression | 40 | 73 | 8485 | 19747 | 0.027582947 | 1 |
| hsa-miR-101-5p | Jak STAT signaling pathway | 82 | 156 | 8485 | 19747 | 0.009686644 | 1 |
| hsa-miR-101-5p | Small cell lung cancer | 46 | 84 | 8485 | 19747 | 0.019339805 | 1 |
| hsa-miR-101-5p | SNARE interactions in vesicular transport | 23 | 39 | 8485 | 19747 | 0.032118483 | 1 |
| hsa-miR-101-5p | Acute myeloid leukemia | 34 | 58 | 8485 | 19747 | 0.011708417 | 1 |
| hsa-miR-101-5p | Vascular smooth muscle contraction | 59 | 116 | 8485 | 19747 | 0.052274252 | 1 |
| hsa-miR-101-5p | Thyroid cancer | 19 | 29 | 8485 | 19747 | 0.011984069 | 1 |
| hsa-miR-101-5p | Lysine degradation | 27 | 45 | 8485 | 19747 | 0.015826415 | 1 |
| hsa-miR-101-5p | Epithelial cell signaling in Helicobacter pylori infection | 38 | 71 | 8485 | 19747 | 0.047178139 | 1 |
| hsa-miR-101-5p | Metabolic pathways | 499 | 1091 | 8485 | 19747 | 0.030975475 | 1 |
| hsa-miR-101-5p | VEGF signaling pathway | 44 | 78 | 8485 | 19747 | 0.011418856 | 1 |
| hsa-miR-101-5p | Fc epsilon RI signaling pathway | 43 | 82 | 8485 | 19747 | 0.052777799 | 1 |
| hsa-miR-101-5p | Amyotrophic lateral sclerosis ALS | 30 | 55 | 8485 | 19747 | 0.055429268 | 1 |
| hsa-miR-101-5p | Primary bile acid biosynthesis | 11 | 16 | 8485 | 19747 | 0.033948998 | 1 |
| hsa-miR-101-5p | Nicotinate and nicotinamide metabolism | 16 | 24 | 8485 | 19747 | 0.01649091 | 1 |
| hsa-miR-101-5p | Non homologous end joining | 10 | 13 | 8485 | 19747 | 0.014005601 | 1 |
| hsa-miR-101-5p | Inositol phosphate metabolism | 32 | 54 | 8485 | 19747 | 0.01154892 | 1 |
| hsa-miR-101-5p | Peroxisome | 44 | 79 | 8485 | 19747 | 0.015200198 | 1 |
| hsa-miR-101-5p | PPAR signaling pathway | 39 | 70 | 8485 | 19747 | 0.021327693 | 1 |
| hsa-miR-101-5p | Cell adhesion molecules CAMs | 67 | 133 | 8485 | 19747 | 0.050655518 | 1 |
| hsa-miR-101-5p | Nitrogen metabolism | 16 | 23 | 8485 | 19747 | 0.009100855 | 1 |
| hsa-miR-101-5p | Aldosterone regulated sodium reabsorption | 24 | 42 | 8485 | 19747 | 0.045107589 | 1 |
| hsa-miR-101-5p | O Glycan biosynthesis | 20 | 30 | 8485 | 19747 | 0.007542929 | 1 |
| hsa-miR-101-5p | Melanogenesis | 54 | 102 | 8485 | 19747 | 0.026728523 | 1 |
| hsa-miR-101-5p | Lysosome | 62 | 121 | 8485 | 19747 | 0.040474391 | 1 |
| hsa-miR-101-5p | Tight junction | 68 | 132 | 8485 | 19747 | 0.029075318 | 1 |
| hsa-miR-101-5p | Regulation of actin cytoskeleton | 103 | 212 | 8485 | 19747 | 0.056232548 | 1 |
| hsa-miR-101-5p | TGF beta signaling pathway | 46 | 86 | 8485 | 19747 | 0.031594456 | 1 |
| hsa-miR-126-5p | Pathways in cancer | 176 | 330 | 8124 | 19747 | 4.43E-06 | 0.000855946 |
| hsa-miR-126-5p | Small cell lung cancer | 55 | 84 | 8124 | 19747 | 5.61E-06 | 0.001083654 |
| hsa-miR-126-5p | Neurotrophin signaling pathway | 76 | 129 | 8124 | 19747 | 3.35E-05 | 0.006370669 |
| hsa-miR-126-5p | Colorectal cancer | 54 | 86 | 8124 | 19747 | 4.05E-05 | 0.007697755 |
| hsa-miR-126-5p | Chronic myeloid leukemia | 48 | 75 | 8124 | 19747 | 5.29E-05 | 0.01004258 |
| hsa-miR-126-5p | Apoptosis | 53 | 87 | 8124 | 19747 | 0.000151403 | 0.027706725 |
| hsa-miR-126-5p | Ubiquitin mediated proteolysis | 76 | 134 | 8124 | 19747 | 0.000189394 | 0.034280231 |
| hsa-miR-126-5p | Insulin signaling pathway | 78 | 139 | 8124 | 19747 | 0.000249692 | 0.044445215 |
| hsa-miR-126-5p | Pentose and glucuronate interconversions | 21 | 28 | 8124 | 19747 | 0.000289367 | 0.051279554 |
| hsa-miR-126-5p | ErbB signaling pathway | 53 | 89 | 8124 | 19747 | 0.00034132 | 0.060413711 |
| hsa-miR-126-5p | Non small cell lung cancer | 35 | 54 | 8124 | 19747 | 0.000373669 | 0.065765685 |
| hsa-miR-126-5p | MAPK signaling pathway | 139 | 272 | 8124 | 19747 | 0.000528068 | 0.092411913 |
| hsa-miR-126-5p | Glioma | 40 | 65 | 8124 | 19747 | 0.000709157 | 0.123393247 |
| hsa-miR-126-5p | Ascorbate and aldarate metabolism | 19 | 26 | 8124 | 19747 | 0.000976366 | 0.168911356 |
| hsa-miR-126-5p | p53 signaling pathway | 41 | 68 | 8124 | 19747 | 0.001096874 | 0.189759278 |
| hsa-miR-126-5p | Endocytosis | 98 | 187 | 8124 | 19747 | 0.001158089 | 0.200349415 |
| hsa-miR-126-5p | Type II diabetes mellitus | 31 | 49 | 8124 | 19747 | 0.001447572 | 0.247534873 |
| hsa-miR-126-5p | Prostate cancer | 51 | 89 | 8124 | 19747 | 0.001488647 | 0.254558697 |
| hsa-miR-126-5p | Pancreatic cancer | 44 | 75 | 8124 | 19747 | 0.001614467 | 0.274459422 |
| hsa-miR-126-5p | Renal cell carcinoma | 42 | 71 | 8124 | 19747 | 0.001632088 | 0.277455025 |
| hsa-miR-126-5p | T cell receptor signaling pathway | 61 | 110 | 8124 | 19747 | 0.001662737 | 0.282665317 |
| hsa-miR-126-5p | Axon guidance | 70 | 129 | 8124 | 19747 | 0.001728524 | 0.293849129 |
| hsa-miR-126-5p | Wnt signaling pathway | 79 | 152 | 8124 | 19747 | 0.004369155 | 0.642265816 |
| hsa-miR-126-5p | Melanoma | 40 | 71 | 8124 | 19747 | 0.00685062 | 0.897431176 |
| hsa-miR-126-5p | Focal adhesion | 101 | 203 | 8124 | 19747 | 0.007764884 | 0.978375349 |
| hsa-miR-126-5p | VEGF signaling pathway | 41 | 78 | 8124 | 19747 | 0.027028017 | 1 |
| hsa-miR-126-5p | ECM receptor interaction | 43 | 84 | 8124 | 19747 | 0.039640345 | 1 |
| hsa-miR-126-5p | GnRH signaling pathway | 52 | 105 | 8124 | 19747 | 0.05015675 | 1 |
| hsa-miR-126-5p | Progesterone mediated oocyte maturation | 44 | 88 | 8124 | 19747 | 0.057399498 | 1 |
| hsa-miR-126-5p | ABC transporters | 26 | 44 | 8124 | 19747 | 0.012230769 | 1 |
| hsa-miR-126-5p | Endometrial cancer | 28 | 52 | 8124 | 19747 | 0.043389343 | 1 |
| hsa-miR-126-5p | Non homologous end joining | 9 | 13 | 8124 | 19747 | 0.038757914 | 1 |
| hsa-miR-126-5p | Adipocytokine signaling pathway | 39 | 70 | 8124 | 19747 | 0.009610695 | 1 |
| hsa-miR-126-5p | B cell receptor signaling pathway | 39 | 75 | 8124 | 19747 | 0.037002266 | 1 |
| hsa-miR-126-5p | Primary immunodeficiency | 20 | 35 | 8124 | 19747 | 0.040787619 | 1 |
| hsa-miR-126-5p | Cell adhesion molecules CAMs | 68 | 133 | 8124 | 19747 | 0.012382036 | 1 |
| hsa-miR-126-5p | Cell cycle | 64 | 124 | 8124 | 19747 | 0.011604645 | 1 |
| hsa-miR-126-5p | Acute myeloid leukemia | 31 | 58 | 8124 | 19747 | 0.038959432 | 1 |
| hsa-miR-126-5p | Drug metabolism other enzymes | 29 | 51 | 8124 | 19747 | 0.016791375 | 1 |
| hsa-miR-126-5p | PPAR signaling pathway | 36 | 70 | 8124 | 19747 | 0.052375031 | 1 |
| hsa-miR-126-5p | Starch and sucrose metabolism | 29 | 52 | 8124 | 19747 | 0.023271708 | 1 |
| hsa-miR-126-5p | mTOR signaling pathway | 29 | 53 | 8124 | 19747 | 0.03154144 | 1 |
| hsa-miR-126-5p | Aldosterone regulated sodium reabsorption | 25 | 42 | 8124 | 19747 | 0.012305735 | 1 |
| hsa-miR-126-5p | Tight junction | 64 | 132 | 8124 | 19747 | 0.052078934 | 1 |
| hsa-miR-126-5p | Porphyrin and chlorophyll metabolism | 25 | 41 | 8124 | 19747 | 0.008117058 | 1 |
| hsa-miR-126-5p | Regulation of actin cytoskeleton | 99 | 212 | 8124 | 19747 | 0.057272856 | 1 |
| hsa-miR-126-5p | Protein export | 14 | 23 | 8124 | 19747 | 0.044570896 | 1 |
| hsa-miR-22-5p | Pathways in cancer | 257 | 330 | 11812 | 19747 | 1.83E-12 | 3.56E-10 |
| hsa-miR-22-5p | Axon guidance | 110 | 129 | 11812 | 19747 | 2.59E-10 | 5.00E-08 |
| hsa-miR-22-5p | Endocytosis | 149 | 187 | 11812 | 19747 | 4.95E-09 | 9.40E-07 |
| hsa-miR-22-5p | Wnt signaling pathway | 124 | 152 | 11812 | 19747 | 6.55E-09 | 1.24E-06 |
| hsa-miR-22-5p | MAPK signaling pathway | 207 | 272 | 11812 | 19747 | 8.91E-09 | 1.69E-06 |
| hsa-miR-22-5p | Colorectal cancer | 75 | 86 | 11812 | 19747 | 2.35E-08 | 4.45E-06 |
| hsa-miR-22-5p | Cell adhesion molecules CAMs | 108 | 133 | 11812 | 19747 | 9.92E-08 | 1.85E-05 |
| hsa-miR-22-5p | ErbB signaling pathway | 76 | 89 | 11812 | 19747 | 1.37E-07 | 2.56E-05 |
| hsa-miR-22-5p | Neurotrophin signaling pathway | 103 | 129 | 11812 | 19747 | 9.50E-07 | 0.000173927 |
| hsa-miR-22-5p | Focal adhesion | 154 | 203 | 11812 | 19747 | 9.68E-07 | 0.000177219 |
| hsa-miR-22-5p | Chronic myeloid leukemia | 64 | 75 | 11812 | 19747 | 1.43E-06 | 0.000260548 |
| hsa-miR-22-5p | Small cell lung cancer | 70 | 84 | 11812 | 19747 | 2.90E-06 | 0.000522275 |
| hsa-miR-22-5p | Glioma | 56 | 65 | 11812 | 19747 | 3.48E-06 | 0.000622806 |
| hsa-miR-22-5p | Type II diabetes mellitus | 44 | 49 | 11812 | 19747 | 3.52E-06 | 0.000629532 |
| hsa-miR-22-5p | B cell receptor signaling pathway | 63 | 75 | 11812 | 19747 | 5.33E-06 | 0.000948843 |
| hsa-miR-22-5p | Prostate cancer | 73 | 89 | 11812 | 19747 | 5.80E-06 | 0.00102714 |
| hsa-miR-22-5p | T cell receptor signaling pathway | 87 | 110 | 11812 | 19747 | 1.34E-05 | 0.002351804 |
| hsa-miR-22-5p | Leukocyte transendothelial migration | 91 | 116 | 11812 | 19747 | 1.57E-05 | 0.002744659 |
| hsa-miR-22-5p | Regulation of actin cytoskeleton | 156 | 212 | 11812 | 19747 | 1.73E-05 | 0.003024113 |
| hsa-miR-22-5p | Apoptosis | 70 | 87 | 11812 | 19747 | 3.23E-05 | 0.005550083 |
| hsa-miR-22-5p | Adherens junction | 62 | 76 | 11812 | 19747 | 4.08E-05 | 0.006975744 |
| hsa-miR-22-5p | Pancreatic cancer | 61 | 75 | 11812 | 19747 | 5.61E-05 | 0.009538741 |
| hsa-miR-22-5p | Fc gamma R mediated phagocytosis | 76 | 97 | 11812 | 19747 | 8.38E-05 | 0.014085998 |
| hsa-miR-22-5p | Endometrial cancer | 44 | 52 | 11812 | 19747 | 0.000101849 | 0.017008724 |
| hsa-miR-22-5p | Ubiquitin mediated proteolysis | 101 | 134 | 11812 | 19747 | 0.000107433 | 0.017941347 |
| hsa-miR-22-5p | Insulin signaling pathway | 104 | 139 | 11812 | 19747 | 0.00014148 | 0.023485705 |
| hsa-miR-22-5p | Non small cell lung cancer | 45 | 54 | 11812 | 19747 | 0.000179093 | 0.029550271 |
| hsa-miR-22-5p | Melanogenesis | 78 | 102 | 11812 | 19747 | 0.000288309 | 0.047282657 |
| hsa-miR-22-5p | VEGF signaling pathway | 61 | 78 | 11812 | 19747 | 0.000454736 | 0.073212496 |
| hsa-miR-22-5p | Acute myeloid leukemia | 47 | 58 | 11812 | 19747 | 0.000474205 | 0.076346974 |
| hsa-miR-22-5p | p53 signaling pathway | 54 | 68 | 11812 | 19747 | 0.000481292 | 0.077197402 |
| hsa-miR-22-5p | Dorso ventral axis formation | 22 | 24 | 11812 | 19747 | 0.000620089 | 0.098594229 |
| hsa-miR-22-5p | Melanoma | 55 | 71 | 11812 | 19747 | 0.001297563 | 0.197229622 |
| hsa-miR-22-5p | Calcium signaling pathway | 125 | 178 | 11812 | 19747 | 0.002461358 | 0.356896943 |
| hsa-miR-22-5p | Long term potentiation | 54 | 71 | 11812 | 19747 | 0.002984255 | 0.426748527 |
| hsa-miR-22-5p | Renal cell carcinoma | 54 | 71 | 11812 | 19747 | 0.002984255 | 0.426748527 |
| hsa-miR-22-5p | Aldosterone regulated sodium reabsorption | 34 | 42 | 11812 | 19747 | 0.003015903 | 0.431274084 |
| hsa-miR-22-5p | Basal cell carcinoma | 43 | 55 | 11812 | 19747 | 0.003152907 | 0.447712777 |
| hsa-miR-22-5p | Amyotrophic lateral sclerosis ALS | 43 | 55 | 11812 | 19747 | 0.003152907 | 0.447712777 |
| hsa-miR-22-5p | Lysine degradation | 36 | 45 | 11812 | 19747 | 0.003356409 | 0.476610046 |
| hsa-miR-22-5p | Adipocytokine signaling pathway | 53 | 70 | 11812 | 19747 | 0.003848062 | 0.542576696 |
| hsa-miR-22-5p | mTOR signaling pathway | 41 | 53 | 11812 | 19747 | 0.005514037 | 0.733366983 |
| hsa-miR-22-5p | Epithelial cell signaling in Helicobacter pylori infection | 53 | 71 | 11812 | 19747 | 0.006391491 | 0.824502359 |
| hsa-miR-22-5p | Hypertrophic cardiomyopathy HCM | 63 | 86 | 11812 | 19747 | 0.006423679 | 0.828654588 |
| hsa-miR-22-5p | Arrhythmogenic right ventricular cardiomyopathy ARVC | 55 | 74 | 11812 | 19747 | 0.006436624 | 0.830010217 |
| hsa-miR-22-5p | Chondroitin sulfate biosynthesis | 19 | 22 | 11812 | 19747 | 0.007196724 | 0.899590471 |
| hsa-miR-22-5p | Phosphatidylinositol signaling system | 56 | 76 | 11812 | 19747 | 0.0081223 | 0.966553692 |
| hsa-miR-22-5p | Prion diseases | 28 | 35 | 11812 | 19747 | 0.009551427 | 1 |
| hsa-miR-22-5p | Heparan sulfate biosynthesis | 21 | 26 | 11812 | 19747 | 0.020411929 | 1 |
| hsa-miR-22-5p | Fc epsilon RI signaling pathway | 58 | 82 | 11812 | 19747 | 0.026603879 | 1 |
| hsa-miR-22-5p | GnRH signaling pathway | 73 | 105 | 11812 | 19747 | 0.025144507 | 1 |
| hsa-miR-22-5p | Chemokine signaling pathway | 128 | 189 | 11812 | 19747 | 0.014802878 | 1 |
| hsa-miR-22-5p | N Glycan biosynthesis | 35 | 46 | 11812 | 19747 | 0.01561363 | 1 |
| hsa-miR-22-5p | TGF beta signaling pathway | 62 | 86 | 11812 | 19747 | 0.0120408 | 1 |
| hsa-miR-22-5p | Hedgehog signaling pathway | 40 | 56 | 11812 | 19747 | 0.048585074 | 1 |
| hsa-miR-22-5p | ABC transporters | 33 | 44 | 11812 | 19747 | 0.026093417 | 1 |
| hsa-miR-22-5p | Type I diabetes mellitus | 32 | 44 | 11812 | 19747 | 0.05300307 | 1 |
| hsa-miR-22-5p | Bladder cancer | 33 | 43 | 11812 | 19747 | 0.015183097 | 1 |
| hsa-miR-22-5p | Jak STAT signaling pathway | 108 | 156 | 11812 | 19747 | 0.009237744 | 1 |
| hsa-miR-22-5p | Valine leucine and isoleucine degradation | 33 | 45 | 11812 | 19747 | 0.04218212 | 1 |
| hsa-miR-22-5p | Long term depression | 51 | 73 | 11812 | 19747 | 0.049326477 | 1 |
| hsa-miR-22-5p | SNARE interactions in vesicular transport | 30 | 39 | 11812 | 19747 | 0.019292832 | 1 |
| hsa-miR-22-5p | Caffeine metabolism | 7 | 7 | 11812 | 19747 | 0.027380781 | 1 |
| hsa-miR-22-5p | Dilated cardiomyopathy | 67 | 94 | 11812 | 19747 | 0.013884057 | 1 |
| hsa-miR-22-5p | Progesterone mediated oocyte maturation | 61 | 88 | 11812 | 19747 | 0.04174596 | 1 |
| hsa-miR-30b-5p | Pathways in cancer | 156 | 330 | 6411 | 19747 | 1.23E-08 | 2.38E-06 |
| hsa-miR-30b-5p | Adherens junction | 46 | 76 | 6411 | 19747 | 4.52E-07 | 8.67E-05 |
| hsa-miR-30b-5p | Colorectal cancer | 49 | 86 | 6411 | 19747 | 2.38E-06 | 0.000450104 |
| hsa-miR-30b-5p | ErbB signaling pathway | 50 | 89 | 6411 | 19747 | 3.30E-06 | 0.000623737 |
| hsa-miR-30b-5p | Glioma | 39 | 65 | 6411 | 19747 | 4.53E-06 | 0.000851658 |
| hsa-miR-30b-5p | Ubiquitin mediated proteolysis | 68 | 134 | 6411 | 19747 | 8.38E-06 | 0.001567818 |
| hsa-miR-30b-5p | Non small cell lung cancer | 33 | 54 | 6411 | 19747 | 1.41E-05 | 0.002637103 |
| hsa-miR-30b-5p | Wnt signaling pathway | 73 | 152 | 6411 | 19747 | 4.52E-05 | 0.008184389 |
| hsa-miR-30b-5p | Pancreatic cancer | 41 | 75 | 6411 | 19747 | 5.81E-05 | 0.010463047 |
| hsa-miR-30b-5p | Chronic myeloid leukemia | 41 | 75 | 6411 | 19747 | 5.81E-05 | 0.010463047 |
| hsa-miR-30b-5p | Axon guidance | 63 | 129 | 6411 | 19747 | 7.86E-05 | 0.013994427 |
| hsa-miR-30b-5p | Phosphatidylinositol signaling system | 41 | 76 | 6411 | 19747 | 8.68E-05 | 0.015459153 |
| hsa-miR-30b-5p | Apoptosis | 45 | 87 | 6411 | 19747 | 0.000151014 | 0.026578382 |
| hsa-miR-30b-5p | MAPK signaling pathway | 117 | 272 | 6411 | 19747 | 0.000158251 | 0.02785209 |
| hsa-miR-30b-5p | Long term potentiation | 38 | 71 | 6411 | 19747 | 0.000193569 | 0.034068087 |
| hsa-miR-30b-5p | Melanoma | 38 | 71 | 6411 | 19747 | 0.000193569 | 0.034068087 |
| hsa-miR-30b-5p | Endocytosis | 84 | 187 | 6411 | 19747 | 0.000238243 | 0.041930686 |
| hsa-miR-30b-5p | Prostate cancer | 45 | 89 | 6411 | 19747 | 0.000295855 | 0.052070558 |
| hsa-miR-30b-5p | Neurotrophin signaling pathway | 60 | 129 | 6411 | 19747 | 0.000594457 | 0.099868714 |
| hsa-miR-30b-5p | Long term depression | 37 | 73 | 6411 | 19747 | 0.00092949 | 0.150577329 |
| hsa-miR-30b-5p | Amyotrophic lateral sclerosis ALS | 29 | 55 | 6411 | 19747 | 0.001463924 | 0.229836089 |
| hsa-miR-30b-5p | Regulation of actin cytoskeleton | 89 | 212 | 6411 | 19747 | 0.00218848 | 0.334837477 |
| hsa-miR-30b-5p | Renal cell carcinoma | 35 | 71 | 6411 | 19747 | 0.00233667 | 0.357510548 |
| hsa-miR-30b-5p | Melanogenesis | 47 | 102 | 6411 | 19747 | 0.002785731 | 0.42343105 |
| hsa-miR-30b-5p | Endometrial cancer | 27 | 52 | 6411 | 19747 | 0.002814214 | 0.424946331 |
| hsa-miR-30b-5p | Focal adhesion | 85 | 203 | 6411 | 19747 | 0.002953579 | 0.44599037 |
| hsa-miR-30b-5p | Gap junction | 42 | 90 | 6411 | 19747 | 0.003411486 | 0.511722866 |
| hsa-miR-30b-5p | Progesterone mediated oocyte maturation | 41 | 88 | 6411 | 19747 | 0.003926434 | 0.585346476 |
| hsa-miR-30b-5p | Acute myeloid leukemia | 29 | 58 | 6411 | 19747 | 0.004116963 | 0.613427489 |
| hsa-miR-30b-5p | Protein export | 14 | 23 | 6411 | 19747 | 0.004720087 | 0.703292942 |
| hsa-miR-30b-5p | O Glycan biosynthesis | 17 | 30 | 6411 | 19747 | 0.005327257 | 0.788434095 |
| hsa-miR-30b-5p | Arrhythmogenic right ventricular cardiomyopathy ARVC | 35 | 74 | 6411 | 19747 | 0.005487362 | 0.806642248 |
| hsa-miR-30b-5p | Inositol phosphate metabolism | 27 | 54 | 6411 | 19747 | 0.005531749 | 0.813167132 |
| hsa-miR-30b-5p | Aldosterone regulated sodium reabsorption | 22 | 42 | 6411 | 19747 | 0.005864446 | 0.862073569 |
| hsa-miR-30b-5p | mTOR signaling pathway | 26 | 53 | 6411 | 19747 | 0.008761618 | 1 |
| hsa-miR-30b-5p | Ascorbate and aldarate metabolism | 14 | 26 | 6411 | 19747 | 0.019511549 | 1 |
| hsa-miR-30b-5p | Type II diabetes mellitus | 24 | 49 | 6411 | 19747 | 0.011815574 | 1 |
| hsa-miR-30b-5p | p53 signaling pathway | 30 | 68 | 6411 | 19747 | 0.029133167 | 1 |
| hsa-miR-30b-5p | Small cell lung cancer | 38 | 84 | 6411 | 19747 | 0.009658053 | 1 |
| hsa-miR-30b-5p | T cell receptor signaling pathway | 47 | 110 | 6411 | 19747 | 0.015157895 | 1 |
| hsa-miR-30b-5p | Leukocyte transendothelial migration | 49 | 116 | 6411 | 19747 | 0.016941064 | 1 |
| hsa-miR-30b-5p | Cell adhesion molecules CAMs | 53 | 133 | 6411 | 19747 | 0.043304347 | 1 |
| hsa-miR-30b-5p | Vascular smooth muscle contraction | 50 | 116 | 6411 | 19747 | 0.010372332 | 1 |
| hsa-miR-30b-5p | Thyroid cancer | 16 | 29 | 6411 | 19747 | 0.009556352 | 1 |
| hsa-miR-30b-5p | Insulin signaling pathway | 59 | 139 | 6411 | 19747 | 0.008447402 | 1 |
| hsa-miR-30b-5p | ABC transporters | 20 | 44 | 6411 | 19747 | 0.048992968 | 1 |
| hsa-miR-30b-5p | TGF beta signaling pathway | 39 | 86 | 6411 | 19747 | 0.008411963 | 1 |
| hsa-miR-30b-5p | Tight junction | 55 | 132 | 6411 | 19747 | 0.016223801 | 1 |
| hsa-miR-30b-5p | Hypertrophic cardiomyopathy HCM | 36 | 86 | 6411 | 19747 | 0.042112097 | 1 |
| hsa-miR-30b-5p | Bladder cancer | 20 | 43 | 6411 | 19747 | 0.03804409 | 1 |
| hsa-miR-30b-5p | Fc gamma R mediated phagocytosis | 42 | 97 | 6411 | 19747 | 0.016262241 | 1 |
| hsa-miR-30b-5p | Dilated cardiomyopathy | 39 | 94 | 6411 | 19747 | 0.040911576 | 1 |
| hsa-miR-30b-5p | Calcium signaling pathway | 73 | 178 | 6411 | 19747 | 0.00990428 | 1 |
| hsa-miR-30b-5p | Fc epsilon RI signaling pathway | 37 | 82 | 6411 | 19747 | 0.011088588 | 1 |
| hsa-miR-660-5p | Chronic myeloid leukemia | 47 | 75 | 5834 | 19747 | 2.75E-09 | 5.30E-07 |
| hsa-miR-660-5p | Pathways in cancer | 145 | 330 | 5834 | 19747 | 1.63E-08 | 3.12E-06 |
| hsa-miR-660-5p | Glioma | 41 | 65 | 5834 | 19747 | 2.14E-08 | 4.08E-06 |
| hsa-miR-660-5p | Insulin signaling pathway | 71 | 139 | 5834 | 19747 | 7.71E-08 | 1.46E-05 |
| hsa-miR-660-5p | Apoptosis | 49 | 87 | 5834 | 19747 | 1.69E-07 | 3.19E-05 |
| hsa-miR-660-5p | MAPK signaling pathway | 119 | 272 | 5834 | 19747 | 4.01E-07 | 7.50E-05 |
| hsa-miR-660-5p | ErbB signaling pathway | 49 | 89 | 5834 | 19747 | 4.34E-07 | 8.11E-05 |
| hsa-miR-660-5p | Non small cell lung cancer | 33 | 54 | 5834 | 19747 | 1.44E-06 | 0.000268502 |
| hsa-miR-660-5p | Pancreatic cancer | 41 | 75 | 5834 | 19747 | 4.73E-06 | 0.000864782 |
| hsa-miR-660-5p | Renal cell carcinoma | 39 | 71 | 5834 | 19747 | 6.86E-06 | 0.001248947 |
| hsa-miR-660-5p | Wnt signaling pathway | 70 | 152 | 5834 | 19747 | 1.17E-05 | 0.002111246 |
| hsa-miR-660-5p | Adipocytokine signaling pathway | 38 | 70 | 5834 | 19747 | 1.30E-05 | 0.002331179 |
| hsa-miR-660-5p | Small cell lung cancer | 43 | 84 | 5834 | 19747 | 2.51E-05 | 0.004445646 |
| hsa-miR-660-5p | Neurotrophin signaling pathway | 60 | 129 | 5834 | 19747 | 3.33E-05 | 0.005852361 |
| hsa-miR-660-5p | Aldosterone regulated sodium reabsorption | 25 | 42 | 5834 | 19747 | 5.11E-05 | 0.008849739 |
| hsa-miR-660-5p | Prostate cancer | 44 | 89 | 5834 | 19747 | 6.07E-05 | 0.010434751 |
| hsa-miR-660-5p | Calcium signaling pathway | 77 | 178 | 5834 | 19747 | 6.61E-05 | 0.011367391 |
| hsa-miR-660-5p | Axon guidance | 59 | 129 | 5834 | 19747 | 7.01E-05 | 0.012062999 |
| hsa-miR-660-5p | Vascular smooth muscle contraction | 54 | 116 | 5834 | 19747 | 7.81E-05 | 0.01334723 |
| hsa-miR-660-5p | VEGF signaling pathway | 39 | 78 | 5834 | 19747 | 0.000114223 | 0.019189454 |
| hsa-miR-660-5p | Dilated cardiomyopathy | 45 | 94 | 5834 | 19747 | 0.000133217 | 0.022247276 |
| hsa-miR-660-5p | Hypertrophic cardiomyopathy HCM | 41 | 86 | 5834 | 19747 | 0.000290082 | 0.046703244 |
| hsa-miR-660-5p | Ether lipid metabolism | 21 | 36 | 5834 | 19747 | 0.000300946 | 0.048452314 |
| hsa-miR-660-5p | Adherens junction | 37 | 76 | 5834 | 19747 | 0.000335452 | 0.053672279 |
| hsa-miR-660-5p | Long term potentiation | 35 | 71 | 5834 | 19747 | 0.000356024 | 0.056963838 |
| hsa-miR-660-5p | Melanoma | 35 | 71 | 5834 | 19747 | 0.000356024 | 0.056963838 |
| hsa-miR-660-5p | Type II diabetes mellitus | 26 | 49 | 5834 | 19747 | 0.000474592 | 0.075460141 |
| hsa-miR-660-5p | T cell receptor signaling pathway | 49 | 110 | 5834 | 19747 | 0.000588087 | 0.092917806 |
| hsa-miR-660-5p | Colorectal cancer | 40 | 86 | 5834 | 19747 | 0.000640805 | 0.10124723 |
| hsa-miR-660-5p | Heparan sulfate biosynthesis | 16 | 26 | 5834 | 19747 | 0.000700414 | 0.110665477 |
| hsa-miR-660-5p | Phosphatidylinositol signaling system | 36 | 76 | 5834 | 19747 | 0.00077014 | 0.12091191 |
| hsa-miR-660-5p | Fc epsilon RI signaling pathway | 38 | 82 | 5834 | 19747 | 0.000942721 | 0.148007141 |
| hsa-miR-660-5p | Chondroitin sulfate biosynthesis | 14 | 22 | 5834 | 19747 | 0.000946761 | 0.148641411 |
| hsa-miR-660-5p | B cell receptor signaling pathway | 35 | 75 | 5834 | 19747 | 0.001262727 | 0.195722739 |
| hsa-miR-660-5p | GnRH signaling pathway | 46 | 105 | 5834 | 19747 | 0.001305999 | 0.202429883 |
| hsa-miR-660-5p | Glycerophospholipid metabolism | 33 | 70 | 5834 | 19747 | 0.001386882 | 0.214966783 |
| hsa-miR-660-5p | Endometrial cancer | 26 | 52 | 5834 | 19747 | 0.001513571 | 0.23460344 |
| hsa-miR-660-5p | alpha Linolenic acid metabolism | 12 | 19 | 5834 | 19747 | 0.002432594 | 0.36245658 |
| hsa-miR-660-5p | Acute myeloid leukemia | 27 | 58 | 5834 | 19747 | 0.004528781 | 0.638558156 |
| hsa-miR-660-5p | Ubiquitin mediated proteolysis | 54 | 134 | 5834 | 19747 | 0.004925757 | 0.689605994 |
| hsa-miR-660-5p | Tight junction | 53 | 132 | 5834 | 19747 | 0.005783875 | 0.798174774 |
| hsa-miR-660-5p | Regulation of actin cytoskeleton | 80 | 212 | 5834 | 19747 | 0.006113676 | 0.84368735 |
| hsa-miR-660-5p | mTOR signaling pathway | 24 | 53 | 5834 | 19747 | 0.010883105 | 1 |
| hsa-miR-660-5p | Oocyte meiosis | 43 | 112 | 5834 | 19747 | 0.027327133 | 1 |
| hsa-miR-660-5p | Cell adhesion molecules CAMs | 52 | 133 | 5834 | 19747 | 0.011277543 | 1 |
| hsa-miR-660-5p | Glycerolipid metabolism | 19 | 46 | 5834 | 19747 | 0.059110806 | 1 |
| hsa-miR-660-5p | Keratan sulfate biosynthesis | 8 | 15 | 5834 | 19747 | 0.045846187 | 1 |
| hsa-miR-660-5p | Gap junction | 35 | 90 | 5834 | 19747 | 0.035823644 | 1 |
| hsa-miR-660-5p | Chemokine signaling pathway | 67 | 189 | 5834 | 19747 | 0.045513457 | 1 |
| hsa-miR-660-5p | Melanogenesis | 40 | 102 | 5834 | 19747 | 0.022771607 | 1 |
| hsa-miR-660-5p | TGF beta signaling pathway | 34 | 86 | 5834 | 19747 | 0.029933866 | 1 |
| hsa-miR-660-5p | Endocytosis | 68 | 187 | 5834 | 19747 | 0.025812976 | 1 |
| hsa-miR-660-5p | Toll like receptor signaling pathway | 39 | 105 | 5834 | 19747 | 0.05651642 | 1 |
| hsa-miR-660-5p | Thyroid cancer | 13 | 29 | 5834 | 19747 | 0.058252127 | 1 |
| hsa-miR-660-5p | Fc gamma R mediated phagocytosis | 39 | 97 | 5834 | 19747 | 0.015811658 | 1 |
| hsa-miR-660-5p | SNARE interactions in vesicular transport | 18 | 39 | 5834 | 19747 | 0.020642828 | 1 |
| hsa-miR-660-5p | Long term depression | 31 | 73 | 5834 | 19747 | 0.012611827 | 1 |
| hsa-miR-660-5p | Progesterone mediated oocyte maturation | 35 | 88 | 5834 | 19747 | 0.025436504 | 1 |
| hsa-miR-660-5p | Inositol phosphate metabolism | 22 | 54 | 5834 | 19747 | 0.051713668 | 1 |
| hsa-miR-660-5p | p53 signaling pathway | 28 | 68 | 5834 | 19747 | 0.026708436 | 1 |
| hsa-miR-660-5p | Arrhythmogenic right ventricular cardiomyopathy ARVC | 30 | 74 | 5834 | 19747 | 0.028017892 | 1 |
| hsa-miR-660-5p | Focal adhesion | 76 | 203 | 5834 | 19747 | 0.009166013 | 1 |
| hsa-miR-660-5p | Jak STAT signaling pathway | 58 | 156 | 5834 | 19747 | 0.023864483 | 1 |
| hsa-miR-660-5p | Valine leucine and isoleucine degradation | 19 | 45 | 5834 | 19747 | 0.047463292 | 1 |