| Literature DB >> 30539011 |
Ju-Yi Li1, Biao Cheng1, Xiu-Fang Wang2, Zhong-Jing Wang3, Hong-Mei Zhang3, Shu-Fen Liu3, Li-Sha Chen3, Wen-Jing Huang3, Jue Liu1, Ai-Ping Deng1.
Abstract
Critical limb ischemia (CLI) is the most severe manifestation of peripheral artery disease, which is common but rarely diagnosed. Noninvasive biomarkers are urgently required to assist in the diagnosis of CLI. Accumulating evidence indicates that miRNAs play an important role in the development of various diseases. In this study, microarray profiling revealed 11 miRNAs with significantly altered expression in four T2DM patients with CLI compared with that in four sex- and age-matched T2DM patients without CLI. In independent cohorts, qRT-PCR validation confirmed the increased miRNA-4739 level in patients with CLI versus patients without CLI. miRNA-4739 levels increased with FPG and HbA1c (all P < 0.05). After adjusting for the risk factors, miRNA-4739 levels were found to be associated with an increased odds ratio (OR) of T2DM with CLI (OR =12.818, 95% confidence intervals (CI) 1.148 to 143.143, P = 0.038). ROC curve analysis revealed that the area under the curve (AUC) of miR-4739+confounding risk factors was 0.94 (95% CI 0.891 to 0.998, P < 0.001), which was higher than that of confounding risk factors (AUC 0.94 vs. 0.91, 95% CI -0.122 to 0.060, P > 0.05) and of miR-4739 (AUC 0.94 vs. 0.69, 95% CI -0.399 to -0.101, P < 0.001), respectively. We conclude that elevated plasma miRNA-4739 levels are independently associated with CLI in T2DM patients. miRNA-4739 is implicated as a novel diagnostic marker and a potential therapeutic target for CLI in diabetes.Entities:
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Year: 2018 PMID: 30539011 PMCID: PMC6261237 DOI: 10.1155/2018/4232794
Source DB: PubMed Journal: Biomed Res Int Impact factor: 3.411
General characteristic of the study subjects for validation study.
| CLI | Non - CLI |
| |
|---|---|---|---|
| Case, n | 26 | 30 | -- |
| Age, years | 64.54±2.83 | 61.50 (57.50-69.25) | 0.806‡ |
| T2D Duration, years | 15.85±1.48 | 9.00 (8.00-14.25) |
|
| Women, % | 13, (50.00) | 15, (50.00) | 1.000† |
| Hyperlipidemia, % | 10, (38.46) | 10, (33.33) | 0.690† |
| Hypertension, % | 15, (57.69) | 9, (30.00) |
|
| Smoking, % | 15, (57.69) | 8, (26.67) |
|
| ABI | 0.58±0.04 | 1.11±0.01 |
|
| BMI, kg/m2 | 24.20 (23.30-26.23) | 25.54±0.53 | 0.528‡ |
| CAD, % | 7, (26.92) | 8, (26.67) | 0.983† |
| Statin use, % | 5, (19.23) | 4, (13.33) | 0.549† |
| Antihypertensive treatment use, % | 7, (26.92) | 5, (16.67) | 0.351† |
| Metformin use, % | 21, (80.77) | 23, (76.67) | 0.709† |
| FPG, mmol/L | 9.74 (8.82-14.40) | 7.22 (6.13-8.90) |
|
| HbA1c, % | 8.95 (7.88-9.63) | 6.90 (6.50-9.05) |
|
| HDL-C, mmol/L | 1.08±0.05 | 1.16 (0.89-1.31) | 0.274‡ |
| LDL-C, mmol/L | 2.61±0.18 | 2.64±0.15 | 0.920 |
| TG, mmol/L | 1.50 (1.06-1.88) | 1.29 (0.92-1.86) | 0.862‡ |
| TC, mmol/L | 2.86 (2.59-4.03) | 4.31±0.18 |
|
| Apo A, g/L | 1.16 (1.02-0.28) | 1.14 (1.06-1.30) | 0.172‡ |
| Apo B, g/L | 0.92±0.04 | 0.85±0.04 | 0.286 |
| Cr, | 77.50 (58.00-107.45) | 65.70 (55.75-72.25) |
|
| BUN, mmol/L | 5.61 (4.60-7.60) | 6.15±0.41 | 0.366‡ |
| UA, mmol/L | 324.60±13.53 | 324.29±19.39 | 0.899 |
| hsCRP, mg/dL | 0.36 (0.19-1.37) | 0.65 (0.27-2.53) | 0.405‡ |
ABI, Ankle brachial index; BMI, body mass index; CAD, coronary artery disease; FPG, fasting plasma glucose; HbA1c, glycosylated hemoglobin; HDL-C, high density lipoprotein cholesterol; LDL-C, low density lipoprotein cholesterol; TG, triglyceride; TC, total cholesterol; Apo A, Apolipoprotein A; Apo B, Apolipoprotein B; Cr, serum creatinine; BUN, blood urea nitrogen; UA, uric acid; hsCRP, high-sensitivity C-reactive protein. Data is expressed as mean±SEM, median (interquartile range), or percentage. Significant values are marked in italic. Continuous variables were compared by the Fisher-Pitman Permutation test, and categorical variables were compared by Fisher's exact test in the miRNA array cohort; however, the validation cohort was analyzed using †) χ2 test or ‡) Mann-Whitney U test, and the others were analyzed using t-tests.
Differentially expressed miRNAs identified by microarray analysis in plasma between T2DM with CLI and without CLI controls.
| Differentially expressed type | microRNA name | Mean ratio |
|---|---|---|
| Up-regulated | hsa-miR-589-5p | 2.0471 |
| hsa-miR-3132 | 2.5843 | |
| hsa-miR-4711-3p | 2.5770 | |
| hsa-miR-3935 | 2.6643 | |
| hsa-miR-3168 | 1.5718 | |
| hsa-miR-4739 | 3.5206 | |
|
| ||
| Down-regulated | hsa-miR-4434 | 0.4750 |
| hsa-miR-378i | 0.4706 | |
| hsa-miR-3135a | 0.2520 | |
| hsa-miR-514a-5p | 0.2842 | |
| hsa-miR-378c | 0.3074 | |
Figure 1Heatmap of differentially expressed miRNAs between the T2DM with CLI group (1-4) and the T2DM without CLI controls (5-8).
Figure 2Validation of selected miRNAs in independent samples by qRT-PCR. (a) In cohort subjects T2DM with CLI (n= 6) and non-CLI (n= 6), level of hsa-miR-4739 is consistent with the initial discovery microarray study; however, hsa-miR-378c showed opposite direction of relative expression with the discovery microarray analysis. (b) Level of hsa-miR-4739 was further confirmed in an independent cohort 2 including T2DM with CLI (n= 26) and without CLI controls (n= 30) (∗P< 0.05).
Spearman Rho correlations between plasma miRNA-4739 level and CLI risk factors in T2DM patients.
| Variable | miRNA-4739 | |
|---|---|---|
| T2D Duration |
| 0.113 |
|
| 0.408 | |
| Hypertension |
| 0.094 |
|
| 0.492 | |
| Smoking |
| 0.175 |
|
| 0.197 | |
| ABI |
| -0.284 |
|
|
| |
| FPG |
| 0.391 |
|
|
| |
| HbA1c |
| 0.297 |
|
|
| |
| TC |
| -0.127 |
|
| 0.350 | |
| Cr |
| -0.131 |
|
| 0.336 |
ABI, ankle brachial index; FPG, fasting plasma glucose; HbA1c, glycosylated hemoglobin; TC, total cholesterol; Cr, serum creatinine. All study subjects were included in the analysis. Significant values are marked in italic.
Binary logistic regression analysis for the risk factors of CLI in T2DM patients.
|
|
|
|
|
|
| |
|---|---|---|---|---|---|---|
| T2D Duration | 1.189 | 1.051-1.345 |
| ∕ | ∕ | ∕ |
| Hypertension | 3.182 | 1.057-9.581 |
| ∕ | ∕ | ∕ |
| Smoking | 3.750 | 1.220-11.523 |
| ∕ | ∕ | ∕ |
| FPG | 1.377 | 1.117-1.698 |
| ∕ | ∕ | ∕ |
| HbA1c | 1.730 | 1.168-2.563 |
| ∕ | ∕ | ∕ |
| TC | 0.550 | 0.338-0.897 |
| ∕ | ∕ | ∕ |
| Cr | 1.019 | 1.000-1.038 |
| ∕ | ∕ | ∕ |
| miRNA-4739 | 6.610 | 1.615-27.054 |
| 12.818 | 1.148-143.143 |
|
CI, confidence interval; FPG, fasting plasma glucose; HbA1c, glycosylated hemoglobin; TC, total cholesterol; Cr, serum creatinine. Adjusted for T2D duration, hypertension, smoking, FPG, HbA1c, TC, and Cr. All study subjects were included in the analysis. Significant values are marked in italic.
Figure 3ROC curve analysis of miRNA-4739 cut point for the presence of CLI in T2DM patients. The AUC of miRNA-4739 was 0.69 (P< 0.05); identified miR-4739 cut point was 0.42, Youden index = 0.35; sensitivity: 61.54%; specificity: 73.33%. The AUC of confounding risk factors and miRNA-4739+ confounding risk factors were 0.91 and 0.94, respectively (P< 0.001).
Target mRNAs regulated by hsa-miR-4739.
| KEGG pathway | Gene Name |
|---|---|
| Lysosome | HGSNAT, AP1S1, AP1G1, ATP6V0D1, GGA3 |
| Axon guidance | PTK2, RND1, SEMA4G, PLXNA1, NFAT5 |
| Ubiquitin mediated proteolysis | UBE2O, UBE3A, KLHL9, HERC3, UBE2H |