| Literature DB >> 30783441 |
Shuying Zheng1, Tianlun Gu1, Xingjie Bao1, Jihan Sun2, Jinshun Zhao1, Tao Zhang3, Lina Zhang1.
Abstract
Circular RNAs (circRNAs) have a great potential as clinical biomarkers; however, specific circRNAs with a diagnostic value for essential hypertension (EH) largely remain to be identified. In the present study, the potential application of Homo sapiens (hsa)_circ_0014243, which was identified to be significantly upregulated in whole blood samples of EH patients in a previous microarray profiling study by our group, in the diagnosis of EH was evaluated. Reverse transcription-quantitative polymerase chain reaction analysis was performed to determine the expression levels of hsa_circ_0014243 and hsa-microRNA (miR)-10a-5p in a total of 178 blood samples collected from 89 healthy controls and 89 patients diagnosed with EH. Divergent primers were designed for circRNAs, while conventional primers were used for miRs. Independent-samples t-tests and bivariate correlation analyses were performed to analyze the association between clinical factors influencing EH and hsa_circ_0014243 expression levels. A receiver operating characteristics (ROC) curve was generated to estimate the diagnostic value of hsa_circ_0014243 for EH. Finally, the expression levels of circRNAs and miRNAs were combined to propose a possible prediction model for EH. The results indicated that hsa_circ_0014243 was upregulated in whole blood samples of EH patients compared with that in the controls (P<0.001). Furthermore, the relative expression levels of hsa_circ_0014243 (Δ quantification cycle) were identified to be significantly correlated with age (r=-0.259, P<0.001), high-density lipoprotein levels (r=0.196, P=0.009) and glucose levels (r=-0.204, P=0.006). The area under the ROC curve (AUC) of the model using hsa_circ_0014243 as a predictor was 0.732. Of note, the AUC increased to 0.781 when hsa_circ_0014243 levels were combined with hsa-miR-10a-5p levels as predictors. The present results suggest that hsa_circ_0014243 has a crucial role in the genesis and development of EH, and presents a certain diagnostic capability for EH.Entities:
Keywords: biomarker; circular RNA; diagnosis; essential hypertension; hsa_circ_0014243
Year: 2018 PMID: 30783441 PMCID: PMC6364221 DOI: 10.3892/etm.2018.7107
Source DB: PubMed Journal: Exp Ther Med ISSN: 1792-0981 Impact factor: 2.447
Figure 1.Schematic illustrating the generation of the circular RNA hsa_circ_0014243. Chr, chromosome; miR, microRNA; circ, circular RNA; hsa, Homo sapiens.
Sequences of polymerase chain reaction primers used for analysis of circRNA and miRNA levels.
| Primer name | Primer sequence |
|---|---|
| Hsa_circ_0014243 F | 5′-ACGAACTGCTGGAAGAGGTC-3′ |
| Hsa_circ_0014243 R | 5′-GCAATTACGTCAGGCGTCAG-3′ |
| GAPDH F | 5′-ACCCACTCCTCCACCTTTGAC-3′ |
| GAPDH R | 5′-TGTTGCTGTAGCCAAATTCGTT-3′ |
| Hsa-miR-10a-5p | 5′-GTACCCTGTAGATCCGAATTTGTG-3′ |
| Cel-miR-39 | 5′-TCACCGGGTGTAAATCAGCTT-3′ |
miR, microRNA; hsa, Homo sapiens; circ, circular RNA; F, forward; R, reverse; Cel, Caenorhabditis elegans.
Comparison of characteristics and parameters between controls and EH group.
| Characteristic/parameter | Normal ranges | Controls | EH | P-value | |
|---|---|---|---|---|---|
| Age (years) | N/A | 59.78±11.03 | 62.21±9.75 | 1.56 | 0.120 |
| Sex (M/F) | N/A | 57/32 | 57/32 | 0.000 | 1.000 |
| Smoking (Y/N) | N/A | 18/71 | 39/50 | 11.38 | <0.001 |
| Drinking (Y/N) | N/A | 23/66 | 37/52 | 4.93 | 0.026 |
| BMI (kg m2) | 18.5–23.9 | 23.38±2.85 | 25.13±3.67 | 3.54 | <0.001 |
| SBP (mmHg) | 90–139 | 128.82±14.18 | 144.84±15.98 | 7.07 | <0.001 |
| DBP (mmHg) | 60–89 | 79.88±9.12 | 86.27±11.97 | 4.01 | <0.001 |
| HDL (mmol/l) | >1.04 | 1.48±0.37 | 1.38±0.22 | −2.23 | 0.027 |
| LDL (mmol/l) | 0–3.12 | 2.99±0.54 | 3.17±0.75 | 1.85 | 0.067 |
| ALT (IU/l) | 9–50 | 28.23±14.92 | 28.57±21.51 | 0.12 | 0.903 |
| AST (IU/l) | 15–40 | 30.45±10.10 | 29.27±7.16 | −0.903 | 0.368 |
| BUN (mmol/l) | 3.10–8.00 | 5.35±1.06 | 5.25±1.04 | −0.654 | 0.514 |
| BUA (µmol/l) | 208–428 | 314.68±59.75 | 339.48±82.97 | 2.29 | 0.023 |
| TC (mmol/l) | 0–5.20 | 4.95±0.66 | 5.14±0.69 | 1.93 | 0.055 |
| TG (mmol/l) | 0–1.70 | 1.28±0.49 | 1.55±0.91 | 2.40 | 0.018 |
| RBC (1012/l) | 4.30–5.80 | 4.57±0.35 | 4.61±0.40 | 0.68 | 0.499 |
| HCY (µmol/l) | 4.0–15.4 | 14.50±2.98 | 16.38±6.48 | 2.48 | 0.014 |
| HB (g/l) | 130–175 | 142±10.75 | 144.13±12.67 | 1.21 | 0.228 |
| Scr (µmol/l) | 57–97 | 86.44±13.81 | 90.68±15.80 | 1.91 | 0.058 |
| Glu (mmol/l) | 3.89–6.11 | 5.58±1.00 | 5.97±1.39 | 2.16 | 0.032 |
| WBC (109/l) | 4.0–10.0 | 5.77±1.01 | 6.13±1.45 | 1.93 | 0.055 |
| Lym (109/l) | 1.10–3.20 | 1.97±0.48 | 2.02±0.51 | 0.73 | 0.469 |
| Neut (109/l) | 1.80–6.30 | 3.33±0.76 | 3.68±1.10 | 2.49 | 0.014 |
| ΔCq hsa-miR-10a-5p | N/A | 2.55±2.75 | 4.04±2.20 | 4.01 | <0.001 |
| ΔCq hsa_circ_0014243 | N/A | 15.66±1.71 | 14.05±2.40 | −5.17 | <0.001 |
Values are expressed as the mean ± standard deviation or n. ALT, alanine transaminase; AST, aspartate transaminase; BMI, body mass index; BUA, blood uric acid; BUN, blood urea nitrogen; DBP, diastolic blood pressure; EH, essential hypertension; F, female; Glu, glucose; HCY, homocysteine; HDL, high-density lipoprotein; LDL, low-density lipoprotein; Lym, lymphocyte; M, male; N, no; Neut, neutrophile granulocyte; RBC, red blood cells; SBP, systolic blood pressure; Scr, serum creatinine; TG, triglyceride; TC, total cholesterol; WBC, white blood cells; Y, yes; miR, microRNA; hsa, Homo sapiens; circ, circular RNA; Cq, quantification cycle.
Figure 2.Hsa_circ_0014243 expression levels in controls and patients with EH. A lower ΔCq value indicates higher expression. Hsa_circ_0014243 expression in controls was lower compared with that in patients with EH (n=89, P<0.001). EH, essential hypertension; Cq, quantification cycle; circ, circular RNA.
Figure 3.Comparison of hsa_circ_0014243 and hsa-miR-10a-5p levels between (A) males and females, (B) smokers and non-smokers and (C) drinkers and non-drinkers. A lower ΔCq value indicates higher expression. miR, microRNA; hsa, Homo sapiens; circ, circular RNA; Cq, quantification cycle.
Pearson or Spearman's rank correlation analysis of the correlation between the expression levels of Homo sapiens circular RNA-0014243 (Δ quantification cycle) and laboratory parameters.
| Parameter | r | P-value |
|---|---|---|
| Age (years) | −0.259 | <0.001 |
| BMI (kg/m2) | −0.050 | 0.510[ |
| ALT (IU/l) | 0.115 | 0.126 |
| AST (IU/l) | 0.123 | 0.101 |
| BUN (mmol/l) | 0.107 | 0.155 |
| BUA (µmol/l) | −0.057 | 0.446 |
| HDL (mmol/l) | 0.196 | 0.009 |
| LDL (mmol/l) | −0.053 | 0.481 |
| Scr (µmol/l) | −0.034 | 0.655 |
| Glu (mmol/l) | −0.204 | 0.006 |
| HCY (µmol/l) | −0.112 | 0.136 |
Pearson correlation analysis. ALT, alanine transaminase; AST, aspartate transaminase; BMI, body mass index; BUA, blood uric acid; BUN, blood urea nitrogen; Glu, glucose; HCY, homocysteine; HDL, high-density lipoprotein; LDL, low-density lipoprotein; Scr, serum creatinine.
The effect of predictors for essential hypertension.
| Variable | OR (95% CI) | Wald | P-value |
|---|---|---|---|
| Sex (M/F) | 0.218 (0.070,0.684) | 6.826 | 0.009 |
| Age (years) | 1.004 (0.958,1.053) | 0.033 | 0.855 |
| BMI (kg/m2) | 1.175 (1.034,1.334) | 6.103 | 0.013 |
| Smoking (Y vs. N) | 5.534 (1.485,20.626) | 6.496 | 0.011 |
| Drinking (Y vs. N) | 1.074 (0.307,3.755) | 0.012 | 0.911 |
| ALT (IU/l) | 1.006 (0.983,1.029) | 0.234 | 0.628 |
| AST (IU/l) | 0.966 (0.917,1.018) | 1.642 | 0.200 |
| Scr (µmol/l) | 1.025 (0.991,1.059) | 2.102 | 0.147 |
| BUN (mmol/l) | 0.785 (0.532,1.157) | 1.497 | 0.221 |
| BUA (mmol/l) | 1.001 (0.995,1.007) | 0.159 | 0.690 |
| HCY (µmol/l) | 1.027 (0.915,1.152) | 0.204 | 0.651 |
| LDL (mmol/l) | 0.995 (0.413,2.399) | 0.001 | 0.991 |
| TC (mmol/l) | 1.752 (0.950,3.231) | 3.227 | 0.072 |
| HDL (mmol/l) | 0.601 (0.140,2.585) | 0.469 | 0.494 |
| TG (mmol/l) | 1.465 (0.640,3.356) | 0.817 | 0.366 |
| ΔCq hsa-miR-10a-5p | 1.344 (1.094,1.652) | 7.900 | 0.005 |
| ΔCq hsa_circ_0014243 | 0.546 (0.414,0.720) | 18.414 | <0.001 |
Values were analysed using the continuous variables method in a logistic regression analysis. CI, confidence interval; OR, odds ratio; ALT, alanine transaminase; AST, aspartate transaminase; BMI, body mass index; BUA, blood uric acid; BUN, blood urea nitrogen; HCY, homocysteine; HDL, high-density lipoprotein; LDL, low-density lipoprotein; TG, triglyceride; TC, total cholesterol; Scr, serum creatinine; hsa, Homo sapiens; circ, circular RNA; miR, microRNA; Y, yes; N, no; M, males; F, females.
Figure 4.Receiver operating characteristic curve analysis. Utility of (A) hsa_circ_0014243, hsa-miR-10a-5p and their combination and (B) hsa_circ_0014243 + risk factors (smoking history, drinking history and BMI) in the diagnosis of EH. Comparison of the diagnostic value of hsa_circ_0014243 between (C) males and females and (D) patients aged <60 and ≥60 years for EH. EH, essential hypertension; miR, microRNA; hsa, Homo sapiens; circ, circular RNA; AUC area under the curve.