Literature DB >> 34495077

Serum miR-195-5p Exhibits Clinical Significance in the Diagnosis of Essential Hypertension with Type 2 Diabetes Mellitus by Targeting DRD1.

Yueyan Hu1, Qian Li2, Leisheng Zhang3,4, Lianmei Zhong1, Man Gu1, Bo He1, Qiu Qu1, Yaling Lao1, Kunli Gu1, Bingrong Zheng5, Hongju Yang1.   

Abstract

OBJECTIVES: Diagnosis and management of essential hypertension (EH) or type 2 diabetes mellitus (T2DM) by combining comprehensive treatment and classificatory diagnosis have been continuously improved. However, understanding the pathogenesis of EH patients with concomitant T2DM and subsequent treatment remain the major challenges owing to the lack of non-invasive biomarkers and information regarding the underlying mechanisms.
METHODS: Herein, we collected 200 serum samples from EH and/or T2DM patients and healthy donors (N). Gene-expression profiling was conducted to identify candidate microRNAs with clinical significance. Then, a larger cohort of the aforementioned patients and 50 N were used to identify the correlation between the tumor suppressor miR-195-5p and EH and/or T2DM. The dual-luciferase reporter assay was used to explore the target genes of miR-195-5p. The suppressive effects of miR-195-5p on the 3'-UTR of the dopamine receptor D1 (DRD1) transcript in EH patients with concomitant T2DM were verified as well.
RESULTS: Compared with that in other groups, serum miR-195-5p was highly downregulated in EH patients with concomitant T2DM. miR-195-5p overexpression efficiently suppressed DRD1 expression by binding to the two 3'-UTRs. Additionally, two single nucleotide polymorphisms, including 231T-A and 233C-G, in the miR-195-5p binding sites of the DRD1 3'-UTR were further identified. Collectively, we identified the potential clinical significance of DRD1 regulation by miR-195-5p in EH patients with concomitant T2DM.
CONCLUSIONS: Our data suggested that miR-195-5p circulating in the peripheral blood served as a novel biomarker and therapeutic target for EH and T2DM, which could eventually help address major challenges during the diagnosis and treatment of EH and T2DM.

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Mesh:

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Year:  2021        PMID: 34495077      PMCID: PMC8382152          DOI: 10.6061/clinics/2021/e2502

Source DB:  PubMed          Journal:  Clinics (Sao Paulo)        ISSN: 1807-5932            Impact factor:   2.365


INTRODUCTION

Essential hypertension (EH)—defined as the unexplained rise in blood pressure—is a major cause of cardiovascular and cerebrovascular diseases with a worldwide prevalence ranging from 26.4% in 2000 to 29.2% in 2025 that is mainly attributable to genetic and environmental factors (1,2). For decades, longitudinal studies have indicated the involvement and clusters of predisposing factors, such as being overweight, the aging process, hyperlipidemia, and insulin resistance-associated type 2 diabetes mellitus (T2DM), yet the precise pathogenesis of EH requires further understanding (2,3). For instance, multifaceted T2DM and/or complication-associated inducements, such as hyperglycemia, insulin resistance, excess fatty acids, and the malfunction of pancreatic beta cells are sufficient for inducing thrombosis, vasoconstriction, vascular inflammation, and atherogenesis, which collectively result in the development of EH-associated cardiovascular diseases (3-5). Moreover, more than 39% of the patients with newly diagnosed T2DM were more hypertensive than normotensive patients, whereas EH occurred in up to 75% of the adult T2DM patients (6,7). Long-term EH increases the risk of coronary heart disease, stroke, heart failure, and peripheral vascular disease (7). MicroRNAs (miRNAs) are small, conserved, endogenously-initiated non-coding RNAs and play a crucial role in multifaceted biological processes, including cell proliferation, apoptosis, development, and tumorigenesis (8,9). Briefly, miRNAs play multidimensional roles in mRNA degradation or post-transcriptional inhibition of expression (8,10). Over 5300 human genes are coordinatively modulated by numerous miRNAs and computational predictions indicate that each microRNA may target thousands of genes (11,12). Recently, emerging evidence has indicated the possibility of using serum/plasma miRNAs—including miR-29b, miR-126, miR-146, miR-130b, and miR-320a—as onset or prognostic biomarkers of T2DM or EH (13,14). Generally, miRNAs function by binding to the recognition element in the 3'-UTR of the target genes, thereby triggering the degradation of the mRNA or inhibiting its translation, negatively regulating the expression of the target mRNA and influencing various physiological and pathophysiological processes (15). Furthermore, increasing numbers of miRNA-based therapies are being successfully employed in murine disease models (16). Circulating miRNAs with differential expression in blood are recognized as novel diagnostic markers and potential therapeutic targets for predicting T2DM or EH. miRNA dysfunction in the pathogenesis of EH combined with T2DM remains to be fully elucidated (9,14). In this study, we used the miRNA qRT-PCR array to evaluate the expression profile of serum miRNAs among Chinese patients with EH and/or T2DM and healthy donors. Bioinformatic analysis, qRT-PCR validation, and promoter activity detection revealed that miR-195-5p exhibited clinical significance in the aforementioned 50 EH patients with T2DM by directly targeting the 3′-UTR of dopamine receptor D1 (DRD1) and inducing its subsequent downregulation. Furthermore, the variation and susceptibility of two major single nucleotide polymorphisms (SNPs) in the miR-195-5p-binding site in the 3′-UTR of DRD1 were identified in Chinese individuals with EH and T2DM.

MATERIALS AND METHODS

Subjects and study design

This study was conducted in accordance with principles and guidelines of Declaration of Helsinki, and approved by the Ethics Committee of First Affiliated Hospital of Kunming Medical University, China (approval number: 2020-L-12). All blood samples were collected from participants after obtaining written informed consent. Generally, the participants were divided into four groups, i.e., EH patients (E), type 2 diabetes mellitus patients (D), E with D (ED), and unrelated healthy individuals (negative controls (N)). Fifty individuals per group were recruited at the First Affiliated Hospital of Kunming Medical University from January 2017 to March 2018. Of the participants, five individuals from each group (age and sex difference<12 months) were randomly selected for serum miRNA expression profile analysis. The differentially expressed miRNAs were screened by bioinformatic analysis and validated by qRT-PCR (for all 50 patients). The general information of representative patients (E, D, ED) and healthy donors (N) is listed in Supplementary Information: Supplementary Table S1.
Table S1

General information of representative groups (E, D, ED) and healthy donors (N).

GroupNO.GenderAge (Year)Weight (kg)Height (m)BMITP (g/L)ALB (g/L)Liver Function (IU/L)Renal FunctionUA (μmol /L)FBG (mmol/L)Blood Lipid (mmol/L)
ALTASTALPr-GGTCr (μmol/L)BUN (mmol/L)TCTGHLC-CLDL-C
N1F93501.7017.370.943.717.620.533.615.989.44.474985.44.481.151.233.03
2M43691.7223.375.347.739.822.968.339.485.22.98489.54.31.341.591.043.3
3M61631.7221.170.943.717.620.533.615.989.44.474985.44.481.151.233.03
4F67601.4827.477.341.022.525.591.783.763.54.45354.94.6
5M96451.5518.759.431.3172621112123.710.43389.64.92.980.531.521.41
6M79501.6019.567.738.610.421.752.918.9124.35.03375.94.74.080.861.542.4
E1M82601.6322.672.038.811.714.765.830.1120.15.64592.15.13.351.230.862.21
2F73521.6319.670.635.737.435.919272.569.94.6424.64.53.741.120.852.68
3F81531.6020.762.435.014.824.693.72662.22.96184.44.83.750.831.482.15
4M76671.6524.666.936.29.913.17324.792.35.32703.25.2
5F85551.5522.971.740.521.626.77022.263.84.22248.54.84.431.641.642.56
6F51541.5522.572.239.120.114.271.540.254.12.16271.45.95.151.281.463.5
7M75691.7422.874.341.534.535.554.345.5103.36.265754.94.193.460.812.52
8M82751.7524.574.139.314.515.250.822.61027.73476.94.62.830.741.780.97
9F81531.5322.664.237.1192175.191.784.55.5349.36.17.162.661.085.18
10F74471.5619.366.931.364.844.292.282.3561.71192.24.93.851.660.552.65
D1M85601.6422.375.549.218.717.173.418.878.46.79513.87.94.81.321.173.16
2M68661.6723.780.046.427.319.493.140.977.73.72334.98.64.291.90.823.18
3M76721.7024.977.518.127.666.931.967.55.8374.821.560.923.15
4M62511.5820.470.141.6103.377.439.545.967.75.27294.56.14.350.641.522.81
5M69671.7222.671.040.512.41645.416131.15.92375.37.25.060.851.223.53
6F61601.5525.067.642.51718.382.919.258.34.72379.764.411.231.053.28
7M81721.7324.164.23034.129.874.276.480.63.31276.95.52.950.840.831.76
ED1M72751.7026.079.033.612.616.271.437.874.85.25549.67.13.430.831.062
2M53661.6724.571.043.537.324.772.686.173.55.89362.47.25.961.831.444.08
3M67631.6822.367.838.314.11675.422.482.28.95470.911.34.12.810.852.56
4F66641.4829.273.441.615.414.86717.454.17.2399.98.43.790.91.072.39
5M52701.7522.975.846.538.53611858.4895.01457.793.622.150.772.15
6M60901.7629.165.240.736.823.377196.595.25.1460.28.14.521.81.083
7M57751.7026.072.545.23419.183.175.684.85.225035.53.731.1212.72
8M59811.7426.873.945.533.424.776.238.260.933758.64.165.670.71.89
9M64681.6824.163.238.12225.554.826.287.13.71403.65.55.765.280.82.52
10M93811.7426.868.036.814.319.826.432.898.48.98329.29.55.443.580.793.42
11M85551.6520.270.141.513.215.466.439.285.25.32410.25.62.831.081.171.33
12M67831.6032.474.843.539.523.855.349.273.23.89377.67.83.81.721.072.56
13M97681.7023.568.14014.812.766.718.4139.212.58404.772.430.581.151.2
14F77641.6223.165.935.610.517.172.615.458.3ss2.7188.8122.682.750.761.03
15M79781.7525.565.635.913.315.862.322.599.44.4413.274.060.890.92.96
16F81541.6220.667.44113.611.267.327.168.34.02347.963.752.310.782.21
17M89561.6520.669.234.721.316.658.22567.44.18376.18.33.881.690.742.69
18M64611.6123.563.037.62823.252.82993.64.76369.962.921.620.821.65

Inclusion criteria and exclusion criteria

Diagnosis of diabetes mellitus was made in accordance with the recommendations of the American Diabetes Association (ADA), i.e., fasting plasma glucose (FPG)≥7.0 mmol/L; or HbA1c≥6.5%; or oral glucose tolerance test (OGTT) for 2h blood glucose≥11.1mmol /L. Fasting was defined as not eating or drinking (except water) for at least 8h (17). EH was diagnosed according to the 1999 World Health Organization (WHO) criteria, i.e., diastolic blood pressure (DBP)≥90 mmHg or systolic blood pressure (SBP)≥140 mmHg, and no antihypertensive medication (18). Exclusion criteria included type 1 diabetes, secondary hypertension, acute myocardial infarction, severe liver and kidney dysfunction, cancer, use of drugs that may affect HRV, development of a non-sinus rhythm (such as atrial flutter or atrial fibrillation) or use of a pacemaker.

Plasma collection from the peripheral blood

Whole peripheral blood was collected as previously reported (19). Briefly, plasma was isolated from whole peripheral blood using anticoagulant tube, followed by centrifugation at 3000 rpm for 10 min at room temperature (25°C). After phase separation, plasma was collected using a micropipette, divided into two parts, and frozen at -80°C for subsequent analyses.

Blood sugar status assessment

The fasting blood glucose (FBG), 2h postprandial glucose in OGTT, fasting insulin, and HbA1c were measured. The homeostasis model assessment-insulin resistance index (HOMA-IR) was calculated using the following formula: HOMA-IR=FBG × fasting insulin/22.5.

Measurement of blood pressure

Blood pressure was evaluated in subjects who had been seated and rested for 5 min by the nurses in the First Affiliated Hospital of Kunming Medical University. The measurement was performed twice and the mean value was calculated.

Plasma miRNA enrichment

Total plasma RNAs, including miRNAs were extracted from the plasma samples using TRIzol (Invitrogen, Carlsbad, CA, USA), as previously described, with some modifications (19- 21). Briefly, the absorbance (A260/280>1.70) and concentration of RNA samples were determined using a NanoDrop ND-1000 spectrophotometer (Thermo Fisher Scientific). RNA integrity was evaluated using agarose gel electrophoresis.

miRNA qRT-PCR array

For miRNA qRT-PCR array, ∼20 ng total RNA was reverse transcribed into cDNA using the microRNA Reverse-Transcription kit and the RT Primer Pools (Exiqon A/S, Vedbaek, Denmark), according to the manufacturer's instructions. Then, miRNA qRT-PCR was conducted on an ABI PRISM7900 system and miRCURY LNA™ Universal RT microRNA PCR system (Applied Biosystems; Thermo Fisher Scientific). The detailed procedure is available in the Supplementary Information and the primers used for miRNA amplification are listed in Supplementary Table S2.
Table S2

Primer sequences for the amplification of candidate miRNAs.

miR name (human)microRNA target sequence
hsa-miR-652-3pAAUGGCGCCACUAGGGUUGUG
hsa-miR-502-3pAAUGCACCUGGGCAAGGAUUCA
hsa-miR-181a-5pAACAUUCAACGCUGUCGGUGAGU
hsa-miR-339-3pUGAGCGCCUCGACGACAGAGCCG
hsa-miR-221-3pAGCUACAUUGUCUGCUGGGUUUC
hsa-miR-409-3pGAAUGUUGCUCGGUGAACCCCU
hsa-let-7f-5pUGAGGUAGUAGAUUGUAUAGUU
hsa-miR-154-5pUAGGUUAUCCGUGUUGCCUUCG
hsa-miR-27b-3pUUCACAGUGGCUAAGUUCUGC
hsa-miR-155-5pUUAAUGCUAAUCGUGAUAGGGGU
hsa-miR-374b-5pAUAUAAUACAACCUGCUAAGUG
hsa-miR-140-3pUACCACAGGGUAGAACCACGG
hsa-miR-93-5pCAAAGUGCUGUUCGUGCAGGUAG
hsa-miR-92b-3pUAUUGCACUCGUCCCGGCCUCC
hsa-miR-200a-3pUAACACUGUCUGGUAACGAUGU
hsa-miR-505-3pCGUCAACACUUGCUGGUUUCCU
hsa-miR-23b-3pAUCACAUUGCCAGGGAUUUCC
hsa-miR-484UCAGGCUCAGUCCCCUCCCGAU
hsa-miR-141-3pUAACACUGUCUGGUAAAGAUGG
hsa-miR-10a-5pUACCCUGUAGAUCCGAAUUUGUG
hsa-miR-106a-5pAAAAGUGCUUACAGUGCAGGUAG
hsa-miR-27a-3pUUCACAGUGGCUAAGUUCCGC
hsa-miR-652-3pAAUGGCGCCACUAGGGUUGUG
hsa-miR-502-3pAAUGCACCUGGGCAAGGAUUCA
hsa-miR-181a-5pAACAUUCAACGCUGUCGGUGAGU
hsa-miR-339-3pUGAGCGCCUCGACGACAGAGCCG
hsa-miR-221-3pAGCUACAUUGUCUGCUGGGUUUC
hsa-miR-409-3pGAAUGUUGCUCGGUGAACCCCU
hsa-let-7f-5pUGAGGUAGUAGAUUGUAUAGUU
hsa-miR-154-5pUAGGUUAUCCGUGUUGCCUUCG
hsa-miR-27b-3pUUCACAGUGGCUAAGUUCUGC
hsa-miR-155-5pUUAAUGCUAAUCGUGAUAGGGGU
hsa-miR-374b-5pAUAUAAUACAACCUGCUAAGUG
hsa-miR-140-3pUACCACAGGGUAGAACCACGG
hsa-miR-93-5pCAAAGUGCUGUUCGUGCAGGUAG
hsa-miR-92b-3pUAUUGCACUCGUCCCGGCCUCC
hsa-miR-200a-3pUAACACUGUCUGGUAACGAUGU
hsa-miR-505-3pCGUCAACACUUGCUGGUUUCCU
hsa-miR-23b-3pAUCACAUUGCCAGGGAUUUCC
hsa-miR-484UCAGGCUCAGUCCCCUCCCGAU
hsa-miR-141-3pUAACACUGUCUGGUAAAGAUGG
hsa-miR-10a-5pUACCCUGUAGAUCCGAAUUUGUG
hsa-miR-106a-5pAAAAGUGCUUACAGUGCAGGUAG
hsa-miR-27a-3pUUCACAGUGGCUAAGUUCCGC
hsa-miR-145-5pGUCCAGUUUUCCCAGGAAUCCCU
hsa-miR-1UGGAAUGUAAAGAAGUAUGUAU
hsa-miR-185-5pUGGAGAGAAAGGCAGUUCCUGA
hsa-miR-382-5pGAAGUUGUUCGUGGUGGAUUCG
hsa-miR-486-5pUCCUGUACUGAGCUGCCCCGAG
hsa-miR-32-5pUAUUGCACAUUACUAAGUUGCA
hsa-miR-26a-5pUUCAAGUAAUCCAGGAUAGGCU
hsa-miR-133bUUUGGUCCCCUUCAACCAGCUG
hsa-miR-143-3pUGAGAUGAAGCACUGUAGCUC
hsa-let-7d-5pAGAGGUAGUAGGUUGCAUAGUU
hsa-miR-30a-5pUGUAAACAUCCUCGACUGGAAG
hsa-miR-133aUUUGGUCCCCUUCAACCAGCUG
hsa-miR-222-3pAGCUACAUCUGGCUACUGGGU
hsa-miR-20b-5pCAAAGUGCUCAUAGUGCAGGUAG
hsa-miR-342-3pUCUCACACAGAAAUCGCACCCGU
hsa-miR-328CUGGCCCUCUCUGCCCUUCCGU
hsa-miR-324-5pCGCAUCCCCUAGGGCAUUGGUGU
hsa-miR-532-3pCCUCCCACACCCAAGGCUUGCA
hsa-miR-15a-5pUAGCAGCACAUAAUGGUUUGUG
hsa-let-7e-5pUGAGGUAGGAGGUUGUAUAGUU
hsa-miR-532-5pCAUGCCUUGAGUGUAGGACCGU
hsa-miR-145-5pGUCCAGUUUUCCCAGGAAUCCCU
hsa-miR-1UGGAAUGUAAAGAAGUAUGUAU
hsa-miR-185-5pUGGAGAGAAAGGCAGUUCCUGA
hsa-miR-382-5pGAAGUUGUUCGUGGUGGAUUCG
hsa-miR-486-5pUCCUGUACUGAGCUGCCCCGAG
hsa-miR-32-5pUAUUGCACAUUACUAAGUUGCA
hsa-miR-26a-5pUUCAAGUAAUCCAGGAUAGGCU
hsa-miR-133bUUUGGUCCCCUUCAACCAGCUG
hsa-miR-143-3pUGAGAUGAAGCACUGUAGCUC
hsa-let-7d-5pAGAGGUAGUAGGUUGCAUAGUU
hsa-miR-30a-5pUGUAAACAUCCUCGACUGGAAG
hsa-miR-133aUUUGGUCCCCUUCAACCAGCUG
hsa-miR-222-3pAGCUACAUCUGGCUACUGGGU
hsa-miR-20b-5pCAAAGUGCUCAUAGUGCAGGUAG
hsa-miR-342-3pUCUCACACAGAAAUCGCACCCGU
hsa-miR-328CUGGCCCUCUCUGCCCUUCCGU
hsa-miR-324-5pCGCAUCCCCUAGGGCAUUGGUGU
hsa-miR-532-3pCCUCCCACACCCAAGGCUUGCA
hsa-miR-15a-5pUAGCAGCACAUAAUGGUUUGUG
hsa-let-7e-5pUGAGGUAGGAGGUUGUAUAGUU
hsa-miR-532-5pCAUGCCUUGAGUGUAGGACCGU
hsa-miR-139-5pUCUACAGUGCACGUGUCUCCAGU
hsa-miR-194-5pUGUAACAGCAACUCCAUGUGGA
hsa-miR-375UUUGUUCGUUCGGCUCGCGUGA
hsa-miR-660-5pUACCCAUUGCAUAUCGGAGUUG
hsa-miR-451aAAACCGUUACCAUUACUGAGUU
hsa-miR-574-3pCACGCUCAUGCACACACCCACA
hsa-let-7a-5pUGAGGUAGUAGGUUGUAUAGUU
hsa-miR-551b-3pGCGACCCAUACUUGGUUUCAG
hsa-miR-128UCACAGUGAACCGGUCUCUUU
hsa-miR-130a-3pCAGUGCAAUGUUAAAAGGGCAU
hsa-miR-125a-5pUCCCUGAGACCCUUUAACCUGUGA
hsa-miR-28-5pAAGGAGCUCACAGUCUAUUGAG
hsa-miR-485-3pGUCAUACACGGCUCUCCUCUCU
hsa-miR-497-5pCAGCAGCACACUGUGGUUUGU
hsa-let-7b-3pCUAUACAACCUACUGCCUUCCC
hsa-miR-425-3pAUCGGGAAUGUCGUGUCCGCCC
hsa-miR-132-3pUAACAGUCUACAGCCAUGGUCG
hsa-miR-25-3pCAUUGCACUUGUCUCGGUCUGA
hsa-let-7cUGAGGUAGUAGGUUGUAUGGUU
hsa-miR-18a-5pUAAGGUGCAUCUAGUGCAGAUAG
hsa-miR-33a-5pGUGCAUUGUAGUUGCAUUGCA
hsa-miR-29b-3pUAGCACCAUUUGAAAUCAGUGUU
hsa-miR-139-5pUCUACAGUGCACGUGUCUCCAGU
hsa-miR-194-5pUGUAACAGCAACUCCAUGUGGA
hsa-miR-375UUUGUUCGUUCGGCUCGCGUGA
hsa-miR-660-5pUACCCAUUGCAUAUCGGAGUUG
hsa-miR-451aAAACCGUUACCAUUACUGAGUU
hsa-miR-574-3pCACGCUCAUGCACACACCCACA
hsa-let-7a-5pUGAGGUAGUAGGUUGUAUAGUU
hsa-miR-551b-3pGCGACCCAUACUUGGUUUCAG
hsa-miR-128UCACAGUGAACCGGUCUCUUU
hsa-miR-130a-3pCAGUGCAAUGUUAAAAGGGCAU
hsa-miR-125a-5pUCCCUGAGACCCUUUAACCUGUGA
hsa-miR-28-5pAAGGAGCUCACAGUCUAUUGAG
hsa-miR-485-3pGUCAUACACGGCUCUCCUCUCU
hsa-miR-497-5pCAGCAGCACACUGUGGUUUGU
hsa-let-7b-3pCUAUACAACCUACUGCCUUCCC
hsa-miR-425-3pAUCGGGAAUGUCGUGUCCGCCC
hsa-miR-132-3pUAACAGUCUACAGCCAUGGUCG
hsa-miR-25-3pCAUUGCACUUGUCUCGGUCUGA
hsa-let-7cUGAGGUAGUAGGUUGUAUGGUU
hsa-miR-18a-5pUAAGGUGCAUCUAGUGCAGAUAG
hsa-miR-33a-5pGUGCAUUGUAGUUGCAUUGCA
hsa-miR-29b-3pUAGCACCAUUUGAAAUCAGUGUU
hsa-miR-16-5pUAGCAGCACGUAAAUAUUGGCG
hsa-miR-136-5pACUCCAUUUGUUUUGAUGAUGGA
hsa-let-7b-5pUGAGGUAGUAGGUUGUGUGGUU
hsa-let-7i-3pCUGCGCAAGCUACUGCCUUGCU
hsa-miR-152UCAGUGCAUGACAGAACUUGG
hsa-miR-106b-5pUAAAGUGCUGACAGUGCAGAU
hsa-miR-30c-5pUGUAAACAUCCUACACUCUCAGC
hsa-miR-15b-3pCGAAUCAUUAUUUGCUGCUCUA
hsa-miR-197-3pUUCACCACCUUCUCCACCCAGC
hsa-miR-142-5pCAUAAAGUAGAAAGCACUACU
hsa-miR-99b-5pCACCCGUAGAACCGACCUUGCG
hsa-miR-296-5pAGGGCCCCCCCUCAAUCCUGU
hsa-miR-30e-5pUGUAAACAUCCUUGACUGGAAG
hsa-miR-326CCUCUGGGCCCUUCCUCCAG
hsa-miR-146a-5pUGAGAACUGAAUUCCAUGGGUU
cel-miR-39-3pTCACCGGGTGTAAATCAGCTTG
hsa-miR-421AUCAACAGACAUUAAUUGGGCGC
hsa-miR-424-5pCAGCAGCAAUUCAUGUUUUGAA
hsa-miR-223-5pCGUGUAUUUGACAAGCUGAGUU
hsa-miR-146b-5pUGAGAACUGAAUUCCAUAGGCU
hsa-miR-107AGCAGCAUUGUACAGGGCUAUGA
hsa-miR-205-5pUCCUUCAUUCCACCGGAGUCUG
hsa-miR-16-5pUAGCAGCACGUAAAUAUUGGCG
hsa-miR-136-5pACUCCAUUUGUUUUGAUGAUGGA
hsa-let-7b-5pUGAGGUAGUAGGUUGUGUGGUU
hsa-let-7i-3pCUGCGCAAGCUACUGCCUUGCU
hsa-miR-152UCAGUGCAUGACAGAACUUGG
hsa-miR-106b-5pUAAAGUGCUGACAGUGCAGAU
hsa-miR-30c-5pUGUAAACAUCCUACACUCUCAGC
hsa-miR-15b-3pCGAAUCAUUAUUUGCUGCUCUA
hsa-miR-197-3pUUCACCACCUUCUCCACCCAGC
hsa-miR-142-5pCAUAAAGUAGAAAGCACUACU
hsa-miR-99b-5pCACCCGUAGAACCGACCUUGCG
hsa-miR-296-5pAGGGCCCCCCCUCAAUCCUGU
hsa-miR-30e-5pUGUAAACAUCCUUGACUGGAAG
hsa-miR-326CCUCUGGGCCCUUCCUCCAG
hsa-miR-146a-5pUGAGAACUGAAUUCCAUGGGUU
cel-miR-39-3pTCACCGGGTGTAAATCAGCTTG
hsa-miR-421AUCAACAGACAUUAAUUGGGCGC
hsa-miR-424-5pCAGCAGCAAUUCAUGUUUUGAA
hsa-miR-223-5pCGUGUAUUUGACAAGCUGAGUU
hsa-miR-146b-5pUGAGAACUGAAUUCCAUAGGCU
hsa-miR-107AGCAGCAUUGUACAGGGCUAUGA
hsa-miR-205-5pUCCUUCAUUCCACCGGAGUCUG
hsa-miR-148b-3pUCAGUGCAUCACAGAACUUUGU
hsa-miR-339-5pUCCCUGUCCUCCAGGAGCUCACG
hsa-miR-20a-5pUAAAGUGCUUAUAGUGCAGGUAG
hsa-miR-17-5pCAAAGUGCUUACAGUGCAGGUAG
hsa-miR-500a-5pUAAUCCUUGCUACCUGGGUGAGA
hsa-miR-30d-5pUGUAAACAUCCCCGACUGGAAG
hsa-miR-378a-3pACUGGACUUGGAGUCAGAAGG
hsa-miR-186-5pCAAAGAAUUCUCCUUUUGGGCU
hsa-miR-425-5pAAUGACACGAUCACUCCCGUUGA
hsa-let-7i-5pUGAGGUAGUAGUUUGUGCUGUU
hsa-miR-346UGUCUGCCCGCAUGCCUGCCUCU
hsa-miR-26b-5pUUCAAGUAAUUCAGGAUAGGU
hsa-miR-193b-3pAACUGGCCCUCAAAGUCCCGCU
hsa-miR-34a-5pUGGCAGUGUCUUAGCUGGUUGU
hsa-miR-320bAAAAGCUGGGUUGAGAGGGCAA
hsa-miR-885-5pUCCAUUACACUACCCUGCCUCU
hsa-miR-590-5pGAGCUUAUUCAUAAAAGUGCAG
hsa-miR-127-3pUCGGAUCCGUCUGAGCUUGGCU
hsa-miR-191-5pCAACGGAAUCCCAAAAGCAGCUG
hsa-miR-208aAUAAGACGAGCAAAAAGCUUGU
hsa-miR-99a-5pAACCCGUAGAUCCGAUCUUGUG
hsa-miR-16-2-3pCCAAUAUUACUGUGCUGCUUUA
hsa-miR-148b-3pUCAGUGCAUCACAGAACUUUGU
hsa-miR-339-5pUCCCUGUCCUCCAGGAGCUCACG
hsa-miR-20a-5pUAAAGUGCUUAUAGUGCAGGUAG
hsa-miR-17-5pCAAAGUGCUUACAGUGCAGGUAG
hsa-miR-500a-5pUAAUCCUUGCUACCUGGGUGAGA
hsa-miR-30d-5pUGUAAACAUCCCCGACUGGAAG
hsa-miR-378a-3pACUGGACUUGGAGUCAGAAGG
hsa-miR-186-5pCAAAGAAUUCUCCUUUUGGGCU
hsa-miR-425-5pAAUGACACGAUCACUCCCGUUGA
hsa-let-7i-5pUGAGGUAGUAGUUUGUGCUGUU
hsa-miR-346UGUCUGCCCGCAUGCCUGCCUCU
hsa-miR-26b-5pUUCAAGUAAUUCAGGAUAGGU
hsa-miR-193b-3pAACUGGCCCUCAAAGUCCCGCU
hsa-miR-34a-5pUGGCAGUGUCUUAGCUGGUUGU
hsa-miR-320bAAAAGCUGGGUUGAGAGGGCAA
hsa-miR-885-5pUCCAUUACACUACCCUGCCUCU
hsa-miR-590-5pGAGCUUAUUCAUAAAAGUGCAG
hsa-miR-127-3pUCGGAUCCGUCUGAGCUUGGCU
hsa-miR-191-5pCAACGGAAUCCCAAAAGCAGCUG
hsa-miR-208aAUAAGACGAGCAAAAAGCUUGU
hsa-miR-99a-5pAACCCGUAGAUCCGAUCUUGUG
hsa-miR-16-2-3pCCAAUAUUACUGUGCUGCUUUA
hsa-miR-301a-3pCAGUGCAAUAGUAUUGUCAAAGC
hsa-miR-140-5pCAGUGGUUUUACCCUAUGGUAG
hsa-miR-151a-5pUCGAGGAGCUCACAGUCUAGU
hsa-miR-130b-3pCAGUGCAAUGAUGAAAGGGCAU
hsa-miR-122-5pUGGAGUGUGACAAUGGUGUUUG
hsa-miR-20a-3pACUGCAUUAUGAGCACUUAAAG
hsa-miR-423-5pUGAGGGGCAGAGAGCGAGACUUU
hsa-miR-629-5pUGGGUUUACGUUGGGAGAACU
hsa-miR-101-3pUACAGUACUGUGAUAACUGAA
hsa-miR-200c-3pUAAUACUGCCGGGUAAUGAUGGA
hsa-miR-365a-3pUAAUGCCCCUAAAAAUCCUUAU
hsa-miR-501-3pAAUGCACCCGGGCAAGGAUUCU
hsa-miR-23a-3pAUCACAUUGCCAGGGAUUUCC
hsa-miR-423-3pAGCUCGGUCUGAGGCCCCUCAGU
hsa-miR-215AUGACCUAUGAAUUGACAGAC
hsa-miR-376a-3pAUCAUAGAGGAAAAUCCACGU
hsa-miR-320aAAAAGCUGGGUUGAGAGGGCGA
hsa-miR-22-5pAGUUCUUCAGUGGCAAGCUUUA
hsa-miR-338-3pUCCAGCAUCAGUGAUUUUGUUG
hsa-miR-2110UUGGGGAAACGGCCGCUGAGUG
hsa-miR-223-3pUGUCAGUUUGUCAAAUACCCCA
hsa-miR-361-3pUCCCCCAGGUGUGAUUCUGAUUU
hsa-miR-103a-3pAGCAGCAUUGUACAGGGCUAUGA
hsa-miR-93-3pACUGCUGAGCUAGCACUUCCCG
hsa-miR-301a-3pCAGUGCAAUAGUAUUGUCAAAGC
hsa-miR-140-5pCAGUGGUUUUACCCUAUGGUAG
hsa-miR-151a-5pUCGAGGAGCUCACAGUCUAGU
hsa-miR-130b-3pCAGUGCAAUGAUGAAAGGGCAU
hsa-miR-122-5pUGGAGUGUGACAAUGGUGUUUG
hsa-miR-20a-3pACUGCAUUAUGAGCACUUAAAG
hsa-miR-423-5pUGAGGGGCAGAGAGCGAGACUUU
hsa-miR-629-5pUGGGUUUACGUUGGGAGAACU
hsa-miR-101-3pUACAGUACUGUGAUAACUGAA
hsa-miR-200c-3pUAAUACUGCCGGGUAAUGAUGGA
hsa-miR-365a-3pUAAUGCCCCUAAAAAUCCUUAU
hsa-miR-501-3pAAUGCACCCGGGCAAGGAUUCU
hsa-miR-23a-3pAUCACAUUGCCAGGGAUUUCC
hsa-miR-423-3pAGCUCGGUCUGAGGCCCCUCAGU
hsa-miR-215AUGACCUAUGAAUUGACAGAC
hsa-miR-376a-3pAUCAUAGAGGAAAAUCCACGU
hsa-miR-320aAAAAGCUGGGUUGAGAGGGCGA
hsa-miR-22-5pAGUUCUUCAGUGGCAAGCUUUA
hsa-miR-338-3pUCCAGCAUCAGUGAUUUUGUUG
hsa-miR-2110UUGGGGAAACGGCCGCUGAGUG
hsa-miR-223-3pUGUCAGUUUGUCAAAUACCCCA
hsa-miR-361-3pUCCCCCAGGUGUGAUUCUGAUUU
hsa-miR-103a-3pAGCAGCAUUGUACAGGGCUAUGA
hsa-miR-93-3pACUGCUGAGCUAGCACUUCCCG
hsa-miR-331-3pGCCCCUGGGCCUAUCCUAGAA
hsa-miR-144-5pGGAUAUCAUCAUAUACUGUAAG
hsa-miR-142-3pUGUAGUGUUUCCUACUUUAUGGA
hsa-miR-210CUGUGCGUGUGACAGCGGCUGA
hsa-let-7d-3pCUAUACGACCUGCUGCCUUUCU
hsa-miR-199a-5pCCCAGUGUUCAGACUACCUGUUC
hsa-miR-605UAAAUCCCAUGGUGCCUUCUCCU
hsa-miR-766-3pACUCCAGCCCCACAGCCUCAGC
hsa-miR-19a-3pUGUGCAAAUCUAUGCAAAACUGA
hsa-miR-584-5pUUAUGGUUUGCCUGGGACUGAG
hsa-miR-144-3pUACAGUAUAGAUGAUGUACU
hsa-miR-92a-3pUAUUGCACUUGUCCCGGCCUGU
hsa-miR-126-3pUCGUACCGUGAGUAAUAAUGCG
hsa-miR-363-3pAAUUGCACGGUAUCCAUCUGUA
hsa-miR-148a-3pUCAGUGCACUACAGAACUUUGU
hsa-miR-374a-5pUUAUAAUACAACCUGAUAAGUG
hsa-miR-10b-5pUACCCUGUAGAACCGAAUUUGUG
hsa-miR-190aUGAUAUGUUUGAUAUAUUAGGU
hsa-miR-195-5pUAGCAGCACAGAAAUAUUGGC
hsa-miR-29a-5pACUGAUUUCUUUUGGUGUUCAG
hsa-miR-125b-5pUCCCUGAGACCCUAACUUGUGA
hsa-miR-18a-3pACUGCCCUAAGUGCUCCUUCUGG
hsa-miR-192-5pCUGACCUAUGAAUUGACAGCC
hsa-miR-151a-3pCUAGACUGAAGCUCCUUGAGG
hsa-miR-331-3pGCCCCUGGGCCUAUCCUAGAA
hsa-miR-144-5pGGAUAUCAUCAUAUACUGUAAG
hsa-miR-142-3pUGUAGUGUUUCCUACUUUAUGGA
hsa-miR-210CUGUGCGUGUGACAGCGGCUGA
hsa-let-7d-3pCUAUACGACCUGCUGCCUUUCU
hsa-miR-199a-5pCCCAGUGUUCAGACUACCUGUUC
hsa-miR-605UAAAUCCCAUGGUGCCUUCUCCU
hsa-miR-766-3pACUCCAGCCCCACAGCCUCAGC
hsa-miR-19a-3pUGUGCAAAUCUAUGCAAAACUGA
hsa-miR-584-5pUUAUGGUUUGCCUGGGACUGAG
hsa-miR-144-3pUACAGUAUAGAUGAUGUACU
hsa-miR-92a-3pUAUUGCACUUGUCCCGGCCUGU
hsa-miR-126-3pUCGUACCGUGAGUAAUAAUGCG
hsa-miR-363-3pAAUUGCACGGUAUCCAUCUGUA
hsa-miR-148a-3pUCAGUGCACUACAGAACUUUGU
hsa-miR-374a-5pUUAUAAUACAACCUGAUAAGUG
hsa-miR-10b-5pUACCCUGUAGAACCGAAUUUGUG
hsa-miR-190aUGAUAUGUUUGAUAUAUUAGGU
hsa-miR-195-5pUAGCAGCACAGAAAUAUUGGC
hsa-miR-29a-5pACUGAUUUCUUUUGGUGUUCAG
hsa-miR-125b-5pUCCCUGAGACCCUAACUUGUGA
hsa-miR-18a-3pACUGCCCUAAGUGCUCCUUCUGG
hsa-miR-192-5pCUGACCUAUGAAUUGACAGCC
hsa-miR-151a-3pCUAGACUGAAGCUCCUUGAGG
hsa-miR-18b-5pUAAGGUGCAUCUAGUGCAGUUAG
hsa-miR-28-3pCACUAGAUUGUGAGCUCCUGGA
hsa-miR-335-5pUCAAGAGCAAUAACGAAAAAUGU
hsa-miR-324-3pACUGCCCCAGGUGCUGCUGG
hsa-miR-204-5pUUCCCUUUGUCAUCCUAUGCCU
hsa-miR-182-5pUUUGGCAAUGGUAGAACUCACACU
hsa-let-7g-5pUGAGGUAGUAGUUUGUACAGUU
hsa-miR-15b-5pUAGCAGCACAUCAUGGUUUACA
hsa-miR-22-3pAAGCUGCCAGUUGAAGAACUGU
hsa-miR-106b-3pCCGCACUGUGGGUACUUGCUGC
hsa-miR-199a-3pACAGUAGUCUGCACAUUGGUUA
hsa-miR-29c-3pUAGCACCAUUUGAAAUCGGUUA
hsa-miR-19b-3pUGUGCAAAUCCAUGCAAAACUGA
hsa-miR-95UUCAACGGGUAUUUAUUGAGCA
hsa-miR-29a-3pUAGCACCAUCUGAAAUCGGUUA
hsa-miR-21-5pUAGCUUAUCAGACUGAUGUUGA
hsa-miR-150-5pUCUCCCAACCCUUGUACCAGUG
hsa-miR-30e-3pCUUUCAGUCGGAUGUUUACAGC
hsa-miR-30b-5pUGUAAACAUCCUACACUCAGCU
hsa-miR-543AAACAUUCGCGGUGCACUUCUU
hsa-miR-24-3pUGGCUCAGUUCAGCAGGAACAG
hsa-miR-29b-2-5pCUGGUUUCACAUGGUGGCUUAG
hsa-miR-495-3pAAACAAACAUGGUGCACUUCUU
hsa-miR-18b-5pUAAGGUGCAUCUAGUGCAGUUAG
hsa-miR-28-3pCACUAGAUUGUGAGCUCCUGGA
hsa-miR-335-5pUCAAGAGCAAUAACGAAAAAUGU
hsa-miR-324-3pACUGCCCCAGGUGCUGCUGG
hsa-miR-204-5pUUCCCUUUGUCAUCCUAUGCCU
hsa-miR-182-5pUUUGGCAAUGGUAGAACUCACACU
hsa-let-7g-5pUGAGGUAGUAGUUUGUACAGUU
hsa-miR-15b-5pUAGCAGCACAUCAUGGUUUACA
hsa-miR-22-3pAAGCUGCCAGUUGAAGAACUGU
hsa-miR-106b-3pCCGCACUGUGGGUACUUGCUGC
hsa-miR-199a-3pACAGUAGUCUGCACAUUGGUUA
hsa-miR-29c-3pUAGCACCAUUUGAAAUCGGUUA
hsa-miR-19b-3pUGUGCAAAUCCAUGCAAAACUGA
hsa-miR-95UUCAACGGGUAUUUAUUGAGCA
hsa-miR-29a-3pUAGCACCAUCUGAAAUCGGUUA
hsa-miR-21-5pUAGCUUAUCAGACUGAUGUUGA
hsa-miR-150-5pUCUCCCAACCCUUGUACCAGUG
hsa-miR-30e-3pCUUUCAGUCGGAUGUUUACAGC
hsa-miR-30b-5pUGUAAACAUCCUACACUCAGCU
hsa-miR-543AAACAUUCGCGGUGCACUUCUU
hsa-miR-24-3pUGGCUCAGUUCAGCAGGAACAG
hsa-miR-29b-2-5pCUGGUUUCACAUGGUGGCUUAG
hsa-miR-495-3pAAACAAACAUGGUGCACUUCUU

Validation of miRNA expression by qRT-PCR analysis

cDNA was synthesized using the miScript Reverse Transcriptase Kit (Qiagen, Germany), according to manufacturer's instructions. The expression levels of candidate miRNAs (miR-197-5p, miR-130a-5p, miR-27a-5p, miR-195-5p, U6) were quantified by qRT-PCR; the miScript SYBR®-Green PCR kit (Qiagen GmbH) and ABI PRISM7900 system (Applied Biosystems; Thermo Fisher Scientific) were used for the same. The relative miRNA expression level was determined using the 2−ΔΔCT method, with several modification (3,22-24). The detailed procedure is available in the Supplementary Information, primers used for miRNA amplification are listed in Table S2, and the significantly upregulated, downregulated, and total miRNAs are listed in Supplementary Table S3−S4 and Table S6.
Table S3

Ten significant upregulated miRNAs in patients with EH and T2DM.

miRNA IDED/Np-value
hsa-miR-409-3p2.3910.327
hsa-miR-200c-3p2.2310.236
hsa-miR-33a-5p2.1530.161
hsa-miR-6052.0820.258
hsa-miR-5431.9860.318
hsa-miR-485-3p1.9120.215
hsa-miR-11.9020.299
hsa-miR-497-5p1.8950.137
hsa-miR-10a-5p1.8840.031
hsa-miR-29b-2-5p1.8670.436

miR, microRNA; EH, essential hypertension; T2DM, type 2 diabetes mellitus; ED, essential hypertension with type 2 diabetes mellitus; N, healthy controls.

Table S4

Ten significant downregulated miRNAs in patients with EH and T2DM.

miRNA IDED/Np-value
hsa-miR-195-5p0.3190.003
hsa-miR-130a-5p0.3530.001
hsa-miR-197-5p0.3720.309
hsa-miR-27a-5p0.3830.004
hsa-miR-374a-5p0.3890.031
hsa-miR-204-5p0.4040.108
hsa-miR-551b-3p0.4050.112
hsa-miR-99a-5p0.4160.301
hsa-miR-20b-5p0.4420.011
hsa-miR-885-5p0.4540.243

miR, microRNA; EH, essential hypertension; T2DM, type 2 diabetes mellitus; ED, essential hypertension with type 2 diabetes mellitus; N, healthy controls.

Table S5

SNP in the miR-195-5p-binding region of DRD1 3′-UTR.

Base changePositionAllele frequency
Control (n=100)ED (n=100)
T/A2310.93/0.070.61/0.39
C/G2330.91/0.090.46/0.54

SNPs, single nucleotide polymorphisms; 3′-UTR, 3′ untranslated region; miR, microRNA; ED, essential hypertension with type 2 diabetes mellitus.

Table S6

Relative miRNA expression levels.

NameN (healthy donor group)E (essential hypertension group)D (type 2 diabetes mellitus group)ED (E with D group)
N-1N-2N-3N-4N-5E-1E-2E-3E-4E-5D-1D-2D-3D-4D-5ED-1ED-2ED-3ED-4ED-5
hsa-miR-652-3p27.7499427.521426.2389627.1421324.9358924.3226326.8671725.8640926.7384627.8017627.1208127.3099628.168326.2269927.4821626.810127.6437128.0368426.9833425.27692
hsa-miR-502-3p30.225930.1094329.777330.2793228.4017730.2168530.8567530.0151529.8685931.0895130.6267930.4021529.8336330.8126830.4376429.5006530.5943430.3720729.7947828.5667
hsa-miR-181a-5p29.5440129.5756627.9475228.7779527.3807925.1881528.2121527.1283128.6172429.1146128.1764128.4741630.5706527.4706128.0143529.1570929.6483429.8880227.7886627.23969
hsa-miR-339-3p31.3638832.4005130.5561931.9012730.4948228.3740731.4883830.5138130.8531331.8543730.2714431.4326331.9524830.2925831.2564631.5572231.8587731.348531.8408929.59727
hsa-miR-221-3p26.535928.2271125.1015825.7110625.0776121.8427124.7213824.2811226.3795526.376725.5337626.5986527.5938724.4474827.4611825.9782526.885926.7648825.8312824.66771
hsa-miR-409-3p31.9683738.0606433.6204632.7599532.6226427.6817932.0336531.919532.7497135.1499130.8606734.0823935.3719429.9632930.9371733.5099533.6786431.5228532.9007930.58131
hsa-let-7f-5p29.5430329.9395428.7030529.2636127.4215825.5356327.9752627.9102329.5709529.8200128.5141529.421430.9247727.6590129.8558129.656930.4670529.9078529.7698529.69881
hsa-miR-154-5p34.3263836.6326935.1072735.2953934.3091137.9841237.0583636.9232633.8862136.9367633.440732.0938435.3186432.0072331.5256735.9107735.0436935.0858735.9170832.61428
hsa-miR-27b-3p28.0013629.8656326.6759527.8749225.1987523.654126.2747126.4152427.7237628.473927.207827.6122528.9636425.7097728.9399227.6435628.9174428.3269928.0638326.05521
hsa-miR-155-5p33.6911233.8631331.3564632.5168931.9423129.9299732.8432431.5644531.8375933.4814532.1873532.7839934.1240731.6727331.6885233.548635.0256733.0028533.5477733.24107
hsa-miR-374b-5p30.4403730.3916128.7148729.3058427.4183126.514428.7899628.7450229.5828330.4970128.7094930.2880431.2923127.9941829.618529.9008630.9333230.516429.8122128.0003
hsa-miR-140-3p26.5903226.1334225.8790126.7651924.2218926.7326527.0453625.9879726.0357827.1654826.4400126.2160726.1136526.9833526.7978525.3076926.1835626.6008526.5004725.08133
hsa-miR-93-5p24.4697323.6883423.5043824.1421421.1566522.8770325.2361623.361622.9134725.2025323.8694523.8083624.253124.3530424.1198323.5715224.4604624.8288623.9418922.47515
hsa-miR-92b-3p33.4477534.4830133.6029933.920933.74733.0388333.5144934.2439134.8006334.2482533.9849134.2569734.298833.2751535.9593333.6403935.2137135.013532.8175732.58928
hsa-miR-200a-3p35.8126538.9833433.8834734.4310733.5552533.8242934.2256635.0495634.5191838.2401935.7102433.1665135.5181935.6360633.5419933.2336834.6962335.6721234.9147234.75449
hsa-miR-505-3p31.674431.9057930.4462631.4198928.2339129.6831930.8703430.7204132.186231.4974730.6405129.9658431.9040730.0853330.918831.3667132.103331.5756932.2834530.08773
hsa-miR-23b-3p27.6148129.6993926.0874926.7551824.4173123.3274226.1585725.6572827.4872527.5334726.5070527.1168228.6735625.5310727.3961127.2053627.664927.8848526.934625.24746
hsa-miR-48426.4963925.9237625.341426.2812824.5349224.3361726.4457224.8530725.6082726.5424725.8355325.4955825.7577725.9955525.9961825.2135925.9528126.3507325.8933124.86213
hsa-miR-141-3p35.2429134.6510832.9703733.2851131.534531.3564132.45733.0418934.021337.8065234.6679935.0362934.2500933.8316532.5847533.0861433.3871932.9100734.4654133.08076
UniSp3 IPC20.8307921.0387420.9712120.8616621.0554621.1257821.070121.4889521.8191721.0390320.9250520.8935920.9036320.8914921.6732720.950221.0118521.0176120.9167521.25114
hsa-miR-10a-5p37.8252238.103835.6482437.6976135.1806833.6899335.5528135.2603237.8653136.7569934.363836.4666337.1947536.2229236.2780335.8361236.4728736.3775435.89134.71648
hsa-miR-106a-5p23.8802523.1746622.830123.4674821.107121.8807324.0236822.6102922.3481324.5156323.3566423.3161723.9293423.8753723.7901323.3419324.2033224.3631423.6840121.9606
hsa-miR-27a-3p31.5871332.9849630.0480930.946528.5117727.0527229.3188332.1989732.1265131.739530.8222130.9653932.2227528.2684833.3930331.0738832.7987831.5277430.9764229.82726
hsa-miR-145-5p28.0802130.0993827.4926327.9818525.9070426.2407627.8246828.674629.51129.2175527.4553127.6432228.3986526.4943629.0615327.9388129.1080829.1070528.7098427.24894
hsa-miR-133.4462638.7387935.0686836.0683735.48832.4281934.5765335.3401634.960437.6568336.0690636.7567338.197331.9098536.3734134.1759734.8103535.604434.5786933.7767
hsa-miR-185-5p26.7423825.6230326.1387427.1076824.7155925.5852927.4604527.3822626.5652727.7889326.5284526.3380426.7070326.8992227.7990725.5855326.6652627.2864426.2362325.36239
hsa-miR-382-5p33.2062536.2901334.4835632.9620235.2410729.5743832.5328832.7692133.7530235.4672733.2115133.8264432.3235631.8756731.0106335.5133334.9546433.6559632.9476531.60677
hsa-miR-486-5p21.809821.4105221.7825222.21720.2887622.9053423.1431221.7915321.5233722.6988521.5424321.3322421.8174122.8887522.5868520.7954221.9722122.3352421.7039821.22345
hsa-miR-32-5p30.0375829.0637228.9641629.3008727.0785228.3083729.1750528.7364429.2733829.7813430.0536629.1587929.4602629.7192230.8362928.4037128.5178829.6649328.6805727.59264
hsa-miR-26a-5p27.3751228.0766525.7505826.5797324.0900823.2292425.8253125.8712826.9052927.3367826.1446226.8285428.2243525.1834927.4795327.3330528.3102827.8576326.953925.18696
hsa-miR-133b31.7846235.6906432.3544934.103632.7894630.9282633.0117431.8640233.2465533.640333.9924933.5684233.5771329.9105132.357531.715332.1036434.1789632.2358731.50515
hsa-miR-143-3p30.6892732.5835930.2453431.9143427.0426929.3683931.4123930.3443631.0066932.0271630.7604531.5729930.9799429.5845330.2875931.2731330.5867831.8176830.4035329.31771
hsa-let-7d-5p29.0652328.9263727.7360828.198426.7195324.745327.5366327.430428.9105329.0682127.851628.7717929.9356227.0407629.2464928.3469329.8637329.1782928.498626.76672
hsa-miR-30a-5p32.5428233.5603731.0878731.92929.7655830.6390731.4345730.1412232.9732932.4435631.2798330.6179931.872431.714933.7594531.4413932.6934131.8204331.4405230.96382
hsa-miR-133a31.752736.3953431.8961733.082231.6211330.8908632.5180932.6185833.0264832.4333633.3837132.4537933.234229.3514732.917531.5035732.0439533.0693632.4143131.14165
hsa-miR-222-3p27.6822127.5059426.4085727.6818424.8918825.3253327.1465625.1201226.0764327.6536727.0523526.8865127.536126.8641126.7789726.6999827.541227.2717927.3204126.14155
hsa-miR-20b-5p31.6622530.9277731.7009531.5877929.4000132.757332.5305831.2770130.4009732.2567731.6028931.7809331.6443732.2643132.5022231.5546332.5026333.6772732.7508730.18692
hsa-miR-342-3p29.8923729.6364926.843228.1651926.6132626.4104229.1173726.6386827.2896329.2467126.3489227.3043528.6380826.3823626.9195728.0540828.6385229.1413328.3647227.23791
UniSp3 IPC20.1291420.2884520.2533220.2600320.2070420.4462420.6267420.6684820.9436820.3484320.350320.4024520.2686520.2334320.8256120.3221920.2982220.4926320.1953320.57718
hsa-miR-32830.5361731.9365229.3668830.3712429.1491227.029429.9233328.5639930.1420332.0251830.1447330.485431.8345329.5955130.5901730.1780530.5736731.5824830.7803528.99282
hsa-miR-324-5p31.5415830.3437929.7635130.5089828.5660227.8993330.7188229.895529.6676731.9270329.9304731.1638531.7914829.7348830.6005930.2064931.0791631.8701831.5098728.61568
hsa-miR-532-3p30.9113630.602129.6056430.1344828.4616529.1707231.2200129.0613130.31831.1444930.1820629.871430.0998130.4398930.4416529.7794630.4405930.6434130.7038829.36934
UniSp3 IPC21.025121.184321.068321.0242820.8628321.2778321.291621.6178621.8262620.929121.1572321.039521.0530320.8917721.8120520.9544121.1283621.1861520.9625621.22254
hsa-miR-15a-5p25.189424.5937624.2314924.9817422.6989424.1040424.8898924.6529224.3584525.2354925.2791424.7828324.3344625.2787726.1662823.6982824.9434224.7553924.7997923.30074
hsa-let-7e-5p30.3584732.2511629.3043329.6154728.4811325.8025628.3936829.4418230.6812430.5390129.3162930.5285730.804428.9620929.8565629.7380231.0831231.1983330.1843229.34503
hsa-miR-532-5p30.7027130.2006329.8688630.0522728.043229.5450930.7579229.907130.2538730.5645630.3339330.1131430.5016530.6842730.9002129.7099630.6430530.4177430.0964428.85405
hsa-miR-139-5p30.9536732.4472328.6515429.5338629.1826527.1652729.1308728.4035730.4188730.682429.5000230.3727331.3488628.4569331.1752730.6448431.970930.0583930.338628.69988
hsa-miR-194-5p31.0255529.4741429.5172330.1484624.5011830.2993230.3029229.9329629.4823330.4336429.3092528.6601930.2544830.4588430.0922229.6308330.4941530.2062730.5167928.80742
hsa-miR-37532.5930534.1605532.3273732.5379829.5982232.2709631.0129131.5588935.1228432.7822530.7193229.5423131.6056832.1986134.7819629.9861730.9108733.3770833.0733933.10255
hsa-miR-660-5p28.2171827.2447626.7866928.1546725.088427.901927.8675426.4533326.7200428.112427.8516927.5383427.3616328.2291127.5183526.9408527.8351827.582727.6829926.18647
hsa-miR-451a18.4867717.4642417.4892418.3006415.1883119.3860918.5937117.7182917.1380518.6562417.9260117.5184817.5117718.9680618.707917.2035318.1300118.4284818.0258616.67711
hsa-miR-574-3p30.3031332.1036329.3591130.505127.701427.8404829.8647328.7341930.7110930.935929.8513129.0452631.3496629.3522930.5815730.1531830.5878831.800730.6263129.70512
hsa-let-7a-5p25.8365225.7698524.5420424.9671523.4953722.1227624.5621623.906525.539125.5086824.6885125.4483726.5223424.1197325.3968625.3026526.0636825.8288325.3210923.35952
hsa-miR-551b-3p34.8253235.3867933.0931134.5567631.6624929.3640732.9214731.1139333.3613430.408534.3108433.7818333.9363932.2708334.4536233.6442833.8384735.7624936.1422236.16309
hsa-miR-12828.8397728.7592928.0553728.380426.6679126.3583228.9408527.5560728.2758229.6138228.5895828.4755728.8108428.4344729.372127.8418528.5554529.2551228.0964126.98679
hsa-miR-130a-3p29.4104529.1249328.4979929.2087726.5140326.2769128.5595427.6387728.8050227.5195429.701529.2377429.6198828.6589531.5246228.5028228.6410329.7822327.9075426.8956
hsa-miR-125a-5p29.587132.2873229.084428.5490327.8030925.6548228.5513828.8197930.2861929.8332729.2919329.4837331.1243728.9703528.8373929.0414630.1428530.5141829.5700528.46987
hsa-miR-28-5p31.9677733.4941829.8678631.0905929.3317530.8170330.241229.7264431.3485531.6365830.8702231.7586634.6087329.7934330.8177432.0381333.7121532.3377431.8004729.1291
hsa-miR-485-3p36.8394436.1592134.9664932.9810734.3084329.7903634.2136533.4590335.4776136.7985833.2299436.191235.8069831.9485233.5307234.0169634.8506934.2777734.6619132.28302
hsa-miR-497-5p33.7982435.2628431.5106734.2622431.6374331.1574232.9423331.7415235.8156933.6493532.9996331.9258232.2211132.6111734.6419932.1824832.5374232.8167633.2431430.59141
hsa-let-7b-3p31.9600733.1351131.2791130.8667830.5955230.554231.4837229.5735533.3478233.4830631.946830.5036631.908331.7299331.615430.7610831.211331.4070331.2112730.38604
hsa-miR-425-3p31.2321931.6268930.1023431.4057628.1317827.8652531.2912131.019431.0964232.5516230.3966831.3032132.0824429.7129231.5219330.4622231.9940431.8079130.7518229.72478
hsa-miR-132-3p31.8650632.2843531.2142131.5518928.7781829.8369731.4929729.8523231.0360631.8740531.3368831.2227130.9775631.199130.7561430.2307431.7381231.5178530.965830.46886
hsa-miR-25-3p23.7569822.9770423.2097623.9669221.3826923.652224.8475223.0160522.4170424.5200823.7058423.4525423.7144124.3373523.3690622.6099323.7654923.9523323.6830522.08658
hsa-let-7c31.4654231.3833330.0725530.2347428.0905327.2830729.8232830.3184431.8865131.4296130.0753430.4930532.3552729.0295332.1905830.8371932.3769931.3401230.3961429.62025
UniSp3 IPC21.0683521.1427321.141820.9097721.3305721.2394521.2938321.4531221.7941820.9962121.1924421.0616321.1068421.0648821.8969221.1196621.2178221.247521.0105121.26308
hsa-miR-18a-5p28.9792327.8922227.6354528.069725.9835425.6905928.3349326.886427.0994628.6008527.7889128.3128328.8404328.4430428.0357228.0425528.7761329.0624627.7885626.34025
hsa-miR-33a-5p32.9720736.1584231.9048832.6252431.7556328.847631.7163230.6861633.4726833.1519233.26832.7396633.0555431.248135.5774432.015432.5764632.5768131.8853130.34244
hsa-miR-29b-3p30.2034429.2464229.1900829.8427627.1423828.6859129.7631829.5353828.5723130.5478629.5524229.0791129.9488729.1352430.2549628.9091729.7354730.3431929.5246727.66038
hsa-miR-16-5p20.103419.6556519.0855719.9736317.7921520.0005320.3398318.845618.7206920.5871319.9268619.6803519.4005220.8158919.7346418.995119.63319.9028219.8369918.36417
hsa-miR-136-5p36.3452339.3445935.456535.3807634.450629.6958436.3041933.9233634.3529135.6319532.920834.2862339.7412531.4152132.7915933.3518134.0126834.1938134.3376130.15464
hsa-let-7b-5p25.2507524.6053524.5936124.9174322.6138624.0473825.9850425.2032325.0414926.0710924.8748924.7602325.8343825.3492625.6128724.8955225.7719626.3903624.964523.96882
hsa-let-7i-3p33.9961734.6345633.0950336.6293631.7885931.4692333.3302832.464635.6087533.3077933.4170534.4598634.5385732.948936.0788333.1479634.5057234.8374733.5993132.26686
hsa-miR-15230.2263730.6952729.2640530.6264127.5831127.1796129.7863928.6477630.266131.1201829.7371229.9536730.3396429.2148830.4640529.7341730.9835230.5345130.5270729.08578
hsa-miR-106b-5p26.2187225.446925.462625.7322723.3322424.9977126.625126.2645426.5498126.747725.9950925.5323426.370526.5031627.2655125.5882426.7743726.6203325.7431525.05995
hsa-miR-30c-5p28.3718528.6476626.7652227.3179925.4513324.6638526.9853926.1035228.2880428.3310226.7838827.6024228.7050626.2527527.8824427.2739227.8061427.8310627.3967225.74457
hsa-miR-15b-3p27.8300426.9582627.1390827.5122324.9994926.5402127.8994726.4907626.0303327.6917427.6335927.4676526.9848527.871827.4324226.211326.8778327.541927.1534525.63427
hsa-miR-197-3p30.3391732.1372728.7868729.4182227.2696527.0652129.5055428.4107330.5977330.437929.2969729.5113631.856328.3458329.3493329.2164329.8278330.1905829.6090628.00565
hsa-miR-142-5p29.9680430.2031628.1568829.151326.1764726.6514728.5438728.1429129.2908729.8935129.0377129.5108130.3765528.0058329.9536628.7886929.2229829.8210128.5637627.30625
hsa-miR-99b-5p30.700432.8982330.5678130.198329.447526.7861830.0554929.8691932.1275431.3393830.571731.0975331.5077330.3396430.5514630.2409830.9771231.9621730.8342230.1991
hsa-miR-296-5p32.1090530.9167631.0368731.7298830.364733.7867334.9836630.7867532.393633.7056132.9122231.3076231.6539532.1861832.6240731.2866331.1104932.3769331.3715229.50946
hsa-miR-30e-5p26.6194826.5739725.89926.7916823.8994724.9290526.7739426.0147426.168226.985526.709226.39626.5390326.5190327.2728125.7451426.6214426.7208326.7527225.33763
hsa-miR-32632.8122634.0897530.6769631.0257629.9943527.4988731.1015330.6712130.8522132.4891630.8485231.994334.3618630.2011632.9612532.4044231.6989133.6054431.0618129.38402
hsa-miR-146a-5p28.8509530.4441526.6923828.2458526.9734224.4260827.6554526.5908628.1508928.8526226.7581928.4642529.0983726.5030128.9686727.8778928.855128.9984727.6162426.53414
UniSp3 IPC20.3893120.5508920.5043820.4793920.4128720.4280120.7636420.6232921.0328720.5258620.5636520.5753720.4576620.5550221.041820.5619720.4454720.5645720.3764320.61126
hsa-miR-42134.2863933.3724932.7579132.7509630.7387730.2687332.8591531.6322832.0533.1909432.3189232.7822233.6245131.9418333.0447432.0891933.4682433.8020333.166431.27593
hsa-miR-424-5p31.7629932.2754530.6298132.2814327.8800830.8607831.7468830.9458532.3448432.2554631.863531.21931.484431.4170832.6653331.2316732.1858131.9150230.8741430.09237
hsa-miR-223-5p35.3237434.5777432.5486633.7823129.1760531.43133.6474431.0687732.9356535.2639733.9986533.2761434.0665332.0273531.7043732.6626434.2053633.9022633.7289332.94328
hsa-miR-146b-5p33.010733.8777131.150632.3730529.945529.6713432.2369832.9419132.6308533.1091730.2247532.9209533.2120930.4284332.6775733.0157334.3495634.0315432.0230831.73014
hsa-miR-10729.0869528.7430627.2454128.1993225.4393725.0963327.7624728.2358829.72528.4351828.0291928.3026629.4506427.0321931.0611328.1698329.3846229.1324828.1041927.29096
hsa-miR-205-5p34.746934.3740934.2931333.9898432.9881534.092333.4397932.8746939.4060433.7215634.3626532.5808733.5821234.7950337.605532.7617634.6940735.4056632.1454432.68945
hsa-miR-148b-3p27.6684327.312826.5961227.7357324.6088124.8380927.6161425.798525.9680828.1656227.3223327.403127.6303126.8942927.4042726.644527.4912127.8189727.2487525.39712
hsa-miR-339-5p32.0925933.7949129.9913331.0984130.9235127.5340530.5234429.9726531.9100432.0871830.6154531.4052733.1157629.7420131.880231.899732.346131.8675731.7485429.57191
hsa-miR-20a-5p23.6348122.9539322.7951123.2121.0774822.2279423.9648322.808122.3854524.3178523.4796522.9610123.6375623.8851523.8266822.8173123.9988824.039823.9610122.02838
hsa-miR-17-5p30.4437430.1217829.8293730.5870327.8076828.4912430.7748729.6152829.7094131.2088130.392429.9972430.5335930.3787131.8996429.7230831.6196331.7418130.6485129.13463
hsa-miR-500a-5p31.99930.6775730.8874631.4991429.2319931.626633.0825732.7198632.1990533.1501131.6304732.1068534.3957132.7240732.0080332.2741432.6808733.4203232.2531230.67178
hsa-miR-30d-5p31.0367631.0397629.4333130.3577528.5317428.0251130.758230.1657631.3821731.5410330.0103830.5238230.8291229.7297731.5193430.1502130.5012731.0986130.1217129.55901
hsa-miR-378a-3p29.0788128.8901628.2166929.2469426.0956228.5009429.6597427.9073328.2930930.2165328.984527.95828.659828.6689728.9062328.4477229.2075229.4120428.8344328.09078
hsa-miR-186-5p28.2133227.6269327.505828.2035725.3341826.2203328.5219527.0862626.8316328.7027627.3838827.8318728.0474927.3461627.3394226.9715527.940328.4238728.4680126.25981
hsa-miR-425-5p25.9875525.5943525.2420225.8314123.6391325.0372226.5778625.1363124.9765526.4487225.6377525.4163125.7695426.0894325.7729725.2061725.9844426.0302926.3461824.23706
hsa-let-7i-5p27.3576826.8671626.3871326.9931625.0106124.6445627.1032926.9238626.512328.0533227.0002427.4901327.7002826.1717528.5179326.4690327.912527.7166827.738425.89654
hsa-miR-34632.9749535.9400732.9112333.9392833.7014933.7324934.4295931.8137135.0003732.5794133.2945433.9626634.6840836.6447633.9465134.3438334.7562433.1889132.7508233.88271
hsa-miR-26b-5p29.3287228.8893828.1141428.6915325.8246126.3199328.9017328.0559328.3987326.9387327.9216228.0803129.8257328.0176429.5103729.2413430.1101629.7968428.8872427.32803
hsa-miR-193b-3p31.5671933.0730331.2859531.7258427.565330.4309432.6672131.4258832.0776433.3661229.3221827.1787931.5155431.4747532.6699731.6313632.288731.6942528.7175329.08636
hsa-miR-34a-5p34.0614634.5760231.8906233.0111130.3569230.6281432.9465330.2560433.6565233.6928131.9943830.3374932.4876732.288233.9862632.1490732.3804432.5932932.0273731.32315
UniSp3 IPC21.0004921.1192221.1076220.887921.0519321.2167221.2853721.618421.8297421.088821.2884120.993621.0970321.1153321.7050321.1149921.1732621.2060821.0342921.2736
hsa-miR-320b26.9597726.8700126.1563127.1548124.5002725.4324526.9034625.6026426.3156227.5926926.762426.4111526.4595426.7022727.5608926.1297726.6816227.0054726.5744325.86712
hsa-miR-885-5p32.6980534.532332.273432.1361227.9533932.8987430.9912930.9569436.1708233.8036130.7962627.9626732.4810731.0459530.6235931.7514632.9811333.1196433.1752233.77075
hsa-miR-590-5p29.6265329.5286929.1345929.51626.5463627.7652129.6652227.9467228.4205529.1637829.5564929.6732829.1977329.8245229.1237228.4552629.0739129.9058329.8434127.71594
hsa-miR-127-3p34.4276336.9344837.802833.2502632.9151833.2288934.6596833.1750733.6781734.1563932.7660934.7398333.225231.3525931.0022234.4574237.3790834.6436135.4204434.66831
hsa-miR-191-5p27.5979228.2145326.059826.9287824.4945124.0563126.8637926.5762827.5378628.2386326.6350927.4948128.1350126.0882828.2480927.3543928.4482528.1735627.1177425.80836
hsa-miR-99a-5p31.9614633.0646630.1920631.4627224.6706829.6492230.673930.3256432.9565531.2941730.2159129.0732531.9955431.1297932.9995730.8475932.0953331.2994432.0143930.9326
hsa-miR-16-2-3p29.9403130.128530.2890930.1770727.1786430.5281130.6754431.1975431.8317530.6395329.8100529.239829.7139930.3036832.6308629.0729330.618630.2624629.0733529.70464
hsa-miR-301a-3p29.4595830.2170828.8228529.5977827.1768626.6816829.0912528.0438929.3357630.1915729.7609429.4784630.2557229.4387830.4532530.034230.3055830.8600929.778527.98571
hsa-miR-140-5p30.019530.2141928.9395830.1801926.7853327.1878230.0097728.5151729.5622730.4598929.4897929.766330.2861528.4605929.546128.8505830.3858830.4699130.3822428.42335
hsa-miR-151a-5p27.1703527.1809425.8651726.7772925.1485823.2831625.9407425.7193927.0339627.3992826.3251527.1676427.8496525.4224527.7433826.9083528.0235628.0124227.6741325.71401
hsa-miR-130b-3p32.4907632.6707231.47132.3757630.1845229.8286931.9169232.1266332.6933833.3751331.8775832.460332.1062231.6699634.0110631.3993332.3153532.4068631.9660430.91024
hsa-miR-122-5p29.7550229.7844227.1029328.7041227.7997326.7136227.5465127.4042831.3048229.4376925.6424323.4168229.6124727.418932.0677628.4542928.6931529.5680628.5140529.51792
hsa-miR-20a-3p35.5099335.1313732.3683134.0083634.3616630.7010233.5525533.1072232.2363434.2906833.3848134.1062634.8563234.6871234.752335.6575234.5551934.2495135.3378333.13094
hsa-miR-423-5p26.6439226.5721925.7801226.3078224.8307325.3205827.0196725.3879625.4609426.9238126.4360326.3093726.4830826.39926.499525.3166625.4409126.6132925.543824.73648
hsa-miR-629-5p31.4482531.5795529.9561733.7822829.4749630.7121331.2609832.6353130.8954532.5600132.533331.267831.2780231.6696132.3148330.0226431.0969932.2175632.5042829.87607
hsa-miR-101-3p26.9742125.4017125.6937926.3795723.532424.8766326.4514625.3031624.6384326.7227826.7964725.9813525.7085326.9200425.9134525.4080626.0329726.3413226.1739924.6391
hsa-miR-200c-3p34.862335.2554633.2179233.0251732.747929.5465633.1493435.7367333.7528339.0888232.8403333.31234.8224232.191532.139333.6910334.3094333.3302832.4498132.19209
hsa-miR-365a-3p32.6713531.850930.7399332.2848627.319131.2884732.6215331.0677331.5461232.0036831.0431228.9671730.9391430.8257930.7028630.5422731.2194531.9703729.0741429.44951
hsa-miR-501-3p33.7710532.7658831.7923832.7264331.6601532.802833.2460932.6759532.458832.9682133.9129133.5321232.4736633.2888733.3559531.9705632.9254433.3535232.5693831.0937
hsa-miR-23a-3p25.493727.1748223.9985825.0481722.8214821.6517424.5485223.7475625.309225.5610724.9007725.2061126.3406623.6132625.1112625.0889725.8902225.9136125.1308523.46818
hsa-miR-423-3p28.7763728.9767327.1141227.6602826.8295224.9053427.6192326.9131127.7238728.7028827.805827.8705829.4885326.3805228.0592727.8236528.3954128.9863928.4756126.15592
hsa-miR-21529.4447428.1728428.543129.5420424.521429.843929.6188128.3481528.2920829.5064828.3879227.1923629.3190929.5431529.1064728.1877829.1572529.5294429.4691627.96056
hsa-miR-376a-3p36.5109239.0126437.2470735.9817536.5985731.889936.948737.9335338.2577437.8975235.0442537.4238539.4147934.8320636.5279638.8168537.8906237.8167438.2770735.32907
hsa-miR-320a27.844327.4838126.7511428.0105925.247726.1794827.9392727.7317327.988628.4102327.3456627.5283127.5176427.0798929.1403426.9096127.8977427.8413927.464326.94567
hsa-miR-22-5p32.6236532.3406130.2308532.198729.6716329.1688731.5028530.9135731.9466632.5482631.4460831.2076932.9021630.5553233.0936930.760931.6850832.3914630.1203330.21621
hsa-miR-338-3p32.5824632.5040729.9082232.301927.3440828.1074131.2333829.7601630.0063231.4459731.1790631.6785533.2519229.162830.9392230.7527931.627631.6137831.0234329.27295
hsa-miR-211032.448332.164331.9354532.005330.6698730.7189133.2284130.9276531.8503132.5169632.0900132.528532.2761332.5413731.8115531.1955331.9054633.4420531.9748630.94209
hsa-miR-223-3p23.3814324.4165321.5554522.6844118.5790419.7487322.4208521.3624922.0088323.0023322.317622.7731624.4637921.0534321.4746922.7218723.3480723.5547523.1180221.02463
hsa-miR-361-3p36.0196835.6911834.0015434.3922832.5207432.0390434.9627335.2890337.4875236.0232833.7152935.1214634.6740532.9511234.0860234.3362235.5998735.9590935.1764634.96614
hsa-miR-103a-3p26.9351726.8909525.6618426.2261724.5599223.0562425.8863126.3837426.8730927.1926226.4444426.5410428.1529125.2392828.5747126.7788428.2346827.7096726.4543925.14162
hsa-miR-93-3p29.840229.7205329.0084729.247827.5703628.3563330.5011229.1776928.9966830.314929.3726829.2622130.213829.9581129.6311129.9300629.9266631.1062430.0589428.2526
hsa-miR-331-3p31.3376131.8561430.3997431.2284429.4181427.7055630.774530.3887631.7076531.191630.766830.8086432.1460229.7083131.7687930.7087831.9224432.2994131.2894129.84973
hsa-miR-144-5p30.546328.3014228.6062229.2831827.1784830.5376130.4226329.0906129.8715629.1475628.9464729.2696529.8155830.760829.3757129.1726329.9461429.3057728.8957527.33498
hsa-miR-142-3p26.9188327.5863325.2189226.3000324.7153423.2742824.9031125.2248227.2014526.8548825.8484426.7192527.8224924.5252727.3696326.5850727.8598326.9956527.3621125.07437
hsa-miR-21030.2827729.9767829.2191930.1446528.8962629.2868629.8968828.7108528.8125130.6175430.5257529.4426529.838430.3841330.1161229.2738129.6707730.3594829.6918928.25408
hsa-let-7d-3p27.3922928.9124626.9249727.3484125.8991224.9172627.3387926.255128.182628.4664927.3530827.0825228.2549426.5789128.2882926.909227.8193928.0958827.6954326.4758
hsa-miR-199a-5p30.7403732.3667328.4845729.2054228.9844425.8580928.1633829.2503230.8451530.1756329.1679929.7789332.2927526.9273630.0955130.0538130.3531531.4799429.7849627.78496
hsa-miR-60538.8922538.7051238.3244837.9862336.8757234.2373434.1700132.335738.8075738.1142436.6105836.8534836.0879338.7535637.0897338.8251836.127435.1671937.2975137.62966
hsa-miR-766-3p30.6918732.8852729.4987930.0413530.1256729.8914629.905829.0338131.8118231.2920830.4015930.8556633.9444228.9579531.0502930.5362931.5423632.4754731.9319228.87702
hsa-miR-19a-3p23.456322.9922122.7210323.3439121.2569522.6985423.6601622.3864522.3858724.0751923.6230523.1602322.6539323.9938723.4886822.2645422.7892323.1206823.2187321.77285
hsa-miR-584-5p32.7979234.5933632.1954632.404533.7284730.1909132.7146432.965733.5175934.2145333.2748333.920434.4293432.1598734.5928533.627235.3380833.6969333.1664131.99856
hsa-miR-144-3p26.6910325.94725.6128826.2272524.1536927.5995726.7465226.3233325.8171326.9905426.8109825.9643425.9320327.2975427.6644525.4702226.1485626.4707226.1927824.7817
hsa-miR-92a-3p22.5240722.4679922.0629922.2734720.7802622.3556823.2243121.5389921.7305623.1503122.522421.6789522.2097323.1695622.6955321.7113922.4690622.6122522.3874221.38729
hsa-miR-126-3p25.5514426.6129724.106325.1046123.7258221.5670424.5666923.6275224.7877825.9562124.7713225.3500726.1618824.1357924.8088525.4042926.0797125.4544725.689323.6741
hsa-miR-363-3p28.5656527.3358627.2696327.9077525.0954728.4354828.6230227.6438427.1885128.7501727.5485727.9468427.6275428.3969929.1839327.6003428.2774127.8366228.5016226.44453
hsa-miR-148a-3p29.1260429.9481728.7018529.2959925.2428627.4055128.2330128.7283329.081529.6785928.4451327.7761828.8075527.7292429.8805928.3850129.5161329.3513229.2618127.9475
hsa-miR-374a-5p32.4057232.3687731.0784731.1923829.8579729.1922631.7393233.3473332.3536332.9714331.3896631.5895334.574831.1482633.049233.3763433.8288433.6123531.7960430.59642
hsa-miR-10b-5p33.6707433.9807531.6736232.0417130.724833.5871732.1136930.9005733.3848532.6667931.6571831.3085231.3338732.5395633.3874131.435632.5846331.0833732.0351832.70745
hsa-miR-190a36.7281835.4473134.6099935.7249234.4410636.2016838.0085638.3232737.0017936.1578635.5629639.992236.9616236.5884237.862335.6442137.9030538.9079837.1342336.02359
hsa-miR-195-5p36.7608837.4133435.1887335.2749433.9181133.0094534.5936434.9377436.3615736.0043634.8180336.1075633.7537534.3682237.3984735.4064136.019734.4046635.8629433.09562
hsa-miR-29a-5p34.4998735.7032132.6299635.6666931.396631.352333.6704831.6337733.1923635.600433.6279934.7936734.2897633.299633.2290634.8004238.5767837.8906237.749937.23841
hsa-miR-125b-5p29.2471930.9138728.4115929.9279824.8263828.1341929.3025627.9106929.8099829.8847328.1572827.1905129.7621429.7609527.1907229.5375730.3312230.3494628.9748428.53735
hsa-miR-18a-3p32.2852431.5862431.7802431.8921730.3143931.4208633.1885831.8813632.1462133.0625832.0053632.0009932.7245932.4706732.870631.5322332.6190933.2602831.6092331.05726
hsa-miR-192-5p29.0709927.5468927.8964328.3728623.7493628.6332828.9455227.8946627.2062129.4242227.3430626.1888628.6376228.8518528.0586827.5917228.4469428.9943128.6638926.8717
hsa-miR-151a-3p31.5141532.3034330.6531631.983230.0345527.461230.9544231.1258132.3116432.3959330.5584932.0668332.079730.0984832.824931.1572432.2075232.9620731.7972830.82891
hsa-miR-18b-5p28.9993327.9469527.4880728.0890426.3581326.4836228.5244727.2294327.3480329.1380928.4092327.9790329.0115728.2991228.9352928.2549329.4825829.4013528.5583426.62752
hsa-miR-28-3p25.3914932.6560429.4549930.7594728.5871927.1339329.8197528.4783231.0559631.5027229.529130.4709731.3911728.9907330.7562329.8813732.4806731.3000330.6842329.13814
hsa-miR-335-5p32.1713133.3193530.956331.9903530.4998228.5785331.6817329.3535131.3272932.6135132.3725932.3474232.7719431.0358631.7802331.6846431.8036832.6272532.2852630.70428
hsa-miR-324-3p28.507527.6591927.2788327.9106325.8997426.9622828.5741527.892827.2661128.8317727.7657527.5239228.4287228.2423528.5602527.2513328.2484528.665728.2668526.59406
hsa-miR-204-5p32.635834.6901332.4337931.4158529.6165232.0872432.8414630.9693934.2627734.9568533.9016531.8186834.4984933.6197935.2116732.1291733.1826534.0745733.6580433.79034
hsa-miR-182-5p37.1095534.8524636.6584537.8493733.8683435.5355339.1474737.9862937.9823636.938337.0466336.2070238.4192936.3870236.8897538.0740436.8975236.8678136.4149235.64703
hsa-let-7g-5p26.4611225.7228525.4830625.6109823.5201223.2714525.8885324.877124.9242326.652325.0818525.4494327.2678824.8847926.0168925.9748327.3082826.9809326.391826.56339
hsa-miR-15b-5p27.5490326.9765426.1294726.9755624.4660824.4980627.2363426.4884726.4021527.8726926.7357127.1224227.4298125.8507727.1632926.5606827.5448627.385126.5558925.73171
hsa-miR-22-3p26.2741125.4734424.9545726.1425923.4945624.1708125.7017624.9887825.4171526.6555826.203325.4412526.4016225.5885227.3915224.813925.5181925.8573624.9009623.78973
hsa-miR-106b-3p32.8174732.6362431.1823431.3551530.1022728.6355331.6954231.2646931.6159733.1165131.5132932.2370532.5325630.1061932.3111232.7384332.6234833.987931.512830.99951
hsa-miR-199a-3p28.6254331.294327.3593428.5039927.1608424.5645127.3103227.0419728.3766329.0612227.7577728.9005230.1363326.0398628.5450728.5462529.52729.562428.656627.12385
hsa-miR-29c-3p28.0773127.8308327.1338628.4428325.3794426.9473527.8622326.7308426.9919229.309327.7229427.4533627.9369927.4715628.346526.837127.4139728.3414727.1915926.35056
hsa-miR-19b-3p22.8081922.2614921.9655622.6248920.7066122.0582622.9088622.1802422.021923.4620622.7016722.3463122.0638123.151523.328321.6668822.2008822.5705822.4552721.048
hsa-miR-9535.3585436.152736.682338.3804533.210735.7906334.9012735.8469236.8130935.625436.136835.1734636.7582337.0368837.2349735.4506737.716935.0923634.4542635.05575
hsa-miR-29a-3p29.7045329.7575427.3771828.9945725.4590326.836928.1845827.7032728.5202329.5936327.7588627.7729.2798126.7042128.9612128.3531929.3398329.4393928.5610527.39969
hsa-miR-21-5p25.1494625.0187223.8412924.9427223.1133722.6647623.7480323.7848125.1940525.5258624.708124.4392724.9598923.8569725.7203724.3149525.7568325.0006925.033123.75778
hsa-miR-150-5p26.6878226.6668624.115824.8447623.7141625.2255626.5852724.357923.5737926.2810322.8607623.926823.2774923.4139624.2126525.0735125.8681326.3353325.5905924.73113
hsa-miR-30e-3p33.9879534.4873531.5621933.1149729.9770829.5877532.3034132.6777833.8953134.3856932.3340131.938835.7300730.982133.8878933.2533734.4832533.5961532.9357331.38476
hsa-miR-30b-5p27.9695627.7041226.5138526.7182224.3703124.5557426.9961526.6221827.2102628.114326.501726.7300928.8059125.8108427.8548427.5421428.8433628.1665327.4768725.52254
hsa-miR-54333.340338.7587235.3550333.7649934.3172629.0943233.7800132.5712835.8006337.9493533.2044438.422534.6069131.3191531.7776234.0741734.7763934.3865133.2940132.80764
hsa-miR-24-3p25.3141826.1405523.9925325.0991422.2947321.473823.9783523.035923.9536925.228424.2522324.820825.7784523.4304524.037824.54825.1325525.3625524.9798823.30529
hsa-miR-29b-2-5p33.7068632.8127632.6896333.6815631.1732531.3161833.1217431.1402233.0014133.6184732.3554532.5035133.1545833.2629733.1623431.8924833.6181534.1321333.0368431.70088
hsa-miR-495-3p34.733135.8428434.1208532.5960133.441728.6663932.3997532.2621135.3666234.8415431.5279333.2424231.3244931.0378232.5195433.9258735.0842933.2791133.3410832.02823
UniSp3 IPC20.7405320.8873920.841120.7371720.8201220.9556721.0552121.2450221.5409820.8212420.9128520.8276920.8144720.7919921.4924420.8372420.8791620.9524320.7493121.03314

Luciferase reporter assay

The 3′UTR of the DRD1 comprising the putative miR-195-5p binding sequence and corresponding mutant segment were constructed into the pmir-RB-REPORT™ vector (RiboBio Co., Ltd., Guangzhou, China), according to the manufacturer's instructions. Then, 3×105 HEK-293T cells were seeded into 24-well plates in Dulbecco's modified Eagle's medium (DMEM) containing 10% FBS for 24h before transfection. Luciferase constructs, miR-195-5p mimics, or a negative control were co-transfected into HEK-293T cells using Lipofectamine 2000 (Invitrogen; Thermo Fisher Scientific). A dual-luciferase reporter assay was performed 48h after transfection (Promega). The activities of Renilla and Firefly luciferase were determined by the dual-luciferase reporter system (Promega), according to manufacturers’ instructions (21,25). Three independent experiments were performed. The detailed procedure is available in the Supplementary Information.

Total protein collection and western-blot assay

RIPA peptide lysis buffer (Beyotime Biotechnology, Jiangsu, China) supplemented with 1% protease inhibitors (Pierce) was used for extracting total protein from HEK-293T cells (48h post-transfection), according to the manufacturer's instructions. The proteins were denatured and then separated by electrophoresis on a 12% SDS-PAGE gel. They were transferred onto on a PVDF membrane (Millipore, Ireland). Thereafter, the membranes were incubated with primary antibodies against DRD1 (ab216644, Abcam) or β-actin (4967S, Sigma) for 12h at 4°C, followed by incubation with HRP-labeled mouse IgG secondary antibody (HAF007, R&D Systems) for 1h at 4°C. The ECL Detection Reagent (ThermoFisher) and Super-signal West Pico Chemiluminescent Substrate (Prierce) was utilized to develop the blot (21,25,26). Finally, gray-scale analysis of the detected protein bands was performed using ImageJ (version 1.8.0, Rawak Software, Inc., Germany).

Genotyping

Genotyping was performed for the miR-195-5p-binding site in the 3′-UTR of DRD1. Peripheral blood samples were collected and subjected to genomic DNA isolation using the standard phenol-chloroform extraction method, with several modification (21). The purity (A260/280) and concentration of genomic DNA were determined using a Biophotometer (Eppendorf, Germany). ABI Prism® 7900HT (Applied Biosystems) was used for PCR and sequencing, according to the manufacturer's instructions. The following primers were used to amplify miRNAs: 5′-AGACCCTTGGAGAAGCTGTC-3′ (upstream) and 5′-GGAAATGCAGGGTTTGAG-3′ (downstream). The SNP locus mutations (231T-A, 233C-G) in the miR-195-5p-binding site of DRD1 3′-UTR are listed in Supplementary Table S5.

Statistical analysis

All statistical analyses were conducted, as previously reported (20,23,2528). SPSS 21.0 (SPSS Inc.) was used for the statistical analyses. The data are presented as the mean±standard deviation (SD). Differences between two groups were compared using the Student’s t-test. One-way analysis of variance (ANOVA) was performed to compare the differences among three or more groups. Enumeration data are expressed as percentages or rates, and comparisons between groups were performed using the chi-square test. p<0.05 was considered significant (NS, not significant; *, p<0.05; **, p<0.01; ***, p<0.001).

Ethics

All procedures performed in the current study were approved by the Ethics Committee of the First Affiliated Hospital of Kunming Medical University (Approval number: 2020-L-12). Hence, the procedures were in accordance with the Helsinki Declaration and the ethical standards established by the committee of the abovementioned institution responsible for human experimentation (institutional). Written informed consent forms were obtained from all participants or their guardians.

RESULTS

Minimal parameters exhibited satisfactory correlation in diagnosis of EH with T2DM

For decades, researchers have been assiduously attempting to optimize the treatment program and evaluating the curative effect for E, D, or ED patients. Consequently, we enrolled 150 patients (50 E, 50 D, 50ED) and 50 unrelated healthy individuals (50 N) in the First Affiliated Hospital of Kunming Medical University during 2017 and 2018. There were no significant differences in age among the groups, except the D and ED patients (Figure 1A). Although multiple parameters, such as body mass index (BMI), fasting blood-glucose (FBG), low density lipoprotein cholesterin (LDL-C), and high density lipoprotein cholesterol (HDL-C) in the N group were different from those in ED patients, differences also occurred among E, D and ED patients (Figures 1B−1F). Furthermore, as shown by the statistical analyses of other clinicopathological parameters involved in clinical trials for comprehensive diagnosis, the current differentiation in the similarities and differences among the aforementioned patients were far from satisfactory (Figures 1G−1J, Figures S1A-S1F, Supplementary Table S1). Hence, there is an urgency for the exploration of more convenient, precise, and non-invasive means for distinguishing ED patients from other groups.
Figure 1

Clinicopathological parameters involved in E, D, ED, and N groups. (A) The comparation of age distribution among E (essential hypertension), D (type 2 diabetes mellitus), ED (patients with essential hypertension and concomitant type 2 diabetes mellitus), and N (healthy donors) groups. (B-J) Comparations of clinicopathological parameters among N, E, D, and ED groups, including BMI (B), FBG (C), LDL-C (D), HDL-C (E), ALT (F), ALB (G), AST (H), TC (I), and TG (J). All data are shown as Mean±SEM. *, p<0.05; **, p<0.01; NS, not significant.

Figure S1

Clinicopathological parameters involved in E, D ED, and healthy donor (N) groups. A-F ED-associated clinical parameters in E, D, ED, and N groups, including ALP (A), BUN (B), Cr (C), r-GGT (D), TP (E), and UA (F). All data are shown as the mean±SEM. NS, not significant.

Characterization of serum miRNA expression profiling

For the purpose of separating the differentially expressed miRNA spectra and identifying potentially novel biomarkers with clinical significance, a miRNA array containing 192 human miRNAs was performed to evaluate the similarities and differences of plasma miRNA expression profiles among the patients with EH (E group), T2DM (D group), EH and T2DM (ED group) together with unrelated healthy control group (N). Compared with the N group, a subset of 31 miRNAs showed a significantly different expression profile in the ED group, and in particular, the top 10 upregulated or downregulated ones (Figure 2A, Supplementary Table S3-S4, Table S6). In the hierarchical cluster analysis, we found all the ED samples were clustered together and displayed a more distinguishable miRNA expression pattern, whereas those in the other three groups did not exhibit visible distinctions (Figure 2B). Simultaneously, as shown by the scatter plots, the majority of the 192 miRNAs between E/N, D/N, an ED/N were located in regions with fold change lower than 1 (log2FC<1) (Figure 2C-2E, Figure S2A-S2F, Supplementary Table S6). Furthermore, Venn Map diagrams showed that a cohort of 30 and 41 differentially downregulated and upregulated miRNAs, respectively, were collectively enriched among the four indicated groups (Figure 2F-2G).
Figure 2

Comparation of plasma miRNA expression profile among patients and healthy donors. A Heatmap assay of the differentially expressed miRNAs in plasma samples of healthy donors (N-1, N-2, N-3, N-4, N-5), patients with essential hypertension (E-1, E-2, E-3, E-4, E-5), type 2 diabetes (D-1, D-2, D-3, D-4, D-5), patients with essential hypertension and type 2 diabetes mellitus (ED-1, ED-2, ED-3, ED-4, ED-5). B Hierarchical cluster analysis of plasma miRNA expression profile among patients (E, D, ED) and healthy donors (N). C-E The scatter plots illustration of differentially expressed miRNAs between the D and N groups (C), E and N groups (D), and ED and N groups (E). F-G Venn Map analysis of the distributions of the differentially downregulated (F) or upregulated (G) miRNAs in plasma samples among the indicated groups (N, E, D, and ED).

Figure S2

Comparation of plasma miRNA expression profiling among patients and healthy donors. A-C Scatter plot illustration of serum miRNAs between the D and N groups (A), E and N groups (B), and ED and N groups (C). D-F Scatter plot illustration of serum miRNAs between the D and E groups (D), E and ED groups (E), and D and ED groups (F).

Verification of candidate serum miRNAs involved in patients with EH and T2DM

Having preliminarily verified the serum miRNA expression pattern, we further attempted to explore the feasibility of candidate miRNAs as novel diagnostic indicators for patients with EH and T2DM. Of the 71 differentially regulated plasma miRNAs, only the four most downregulated ones, including miR-197-5p, miR-130a-5p, miR-27a-, and miR-195-5p, with rigorous variation screening (log2FC>2) were candidates for the significant discriminate of the ED and N groups (Figure 2F-2G, Supplementary Table S3-S4). Along with the miRNA chip, qRT-qPCR analysis was conducted to further identify the expressions of the aforementioned miRNAs among the four groups. Consistent with the trend in the miRNA chip, the expression levels of all candidate miRNAs were downregulated in the ED group (Figure 3A-3D, Figure S3A-S3B). For instance, miR-197-3p was only differentially downregulated in patients with ED, whereas miR-130a-3p and miR-27a-3p revealed the opposite trend in E and D groups, respectively (Figure 3A-3C). However, to distinguish from the other candidate miRNAs (miR-197-3p, miR-130a-3p, and miR-27a-3p), only miR-195-5p was also downregulated in the E and D groups. Above all, miR-195-5p expression in patients with EH and T2DM (the ED group) displayed a sharper decrease than that in the E and D groups (Figure 3D). Taken together, our data indicated that plasma miR-195-3p could potentially serve as a novel diagnostic biomarker for patients with EH and T2DM.
Figure 3

Plasma miR-195-5p expression was downregulated in the patients. A-D Validation of plasma levels of significantly downregulated miRNAs, including miR-197-5p (A), miR-130a-5p (B), miR-27a-5p (C), and miR-195-5p (D) by miRNA chip (A) and qRT-PCR. U6 was used as an internal control. All data are shown as the mean±SEM (n=5), *p<0.05; NS, not significant.

Figure S3

Identification of differentially expressed miRNAs among patients and healthy donors. A-B Amplification plot (A) and melting curve plot (B) of ACTIN, miR-197-3p, miR-130a-3p, miR-27-3p, and miR-195-5p.

DRD1 as a downstream target gene of miR-195-5p

To further explore the molecular mechanism of serum miR-195-5p in patients with EH with T2DM, we took advantage of multiple bioinformatic platforms for target prediction, including the miRDB, TargetScanHuman, and TargetMiner. By overlapping with the Venn Map, we found that DRD1, which was the most abundant dopamine receptor in the central nervous system, showed a preferably negative correlation with miR-195-5p. Hence, we detected the expression of circulating DRD1 among the indicated groups by utilizing qRT-PCR analysis, and found that the ED group had higher level of DRD1 mRNA expression did the other groups (N, E, and D), which preliminarily indicated the potential of DRD1 as the candidate target of miR-195-5p in the ED group (Figure 4A). Thereafter, we delivered the over-expressive and inhibitory mimics of miR-195-5p, and the corresponding control mimics into HEK-293T cells through transfection. After 48h post-transfection, total RNAs and proteins were isolated from HEK-293T cells for DRD1 expression detection. Quantitative analysis by qRT-PCR and western blotting showed that miR-195-5p overexpression significantly suppressed DRD1 expression and the suppressive effect was eliminated by miR-195-5p inhibition (Figures 4B-4D).
Figure 4

DRD1 functions as the direct inhibitory target of miR-195-5p. A Validation of plasma levels of DRD1 by qRT-PCR. B Fold change of DRD1 mRNA expression in HEK-293T cells after transfection of miR-195-5p mimic or miR-195-5p inhibitor for 48h. Control mimics and inhibitor control mimics served as negative controls of miR-195-5p mimics and miR-195-5p inhibitors, respectively. C-D Expression levels of DRD1 proteins in the aforementioned four groups were quantified by western-blot assay (C), and gray-scale scanning with ImageJ software (D). GAPDH was used as an internal control. All data are shown as the mean±SEM (n=3), *p<0.05. E Putative wildtype (WT) and mutant type (MUT) sequences of miR-195-5p binding sites in the DRD1 3′ UTR. F Luciferase reporter assay of the inhibitory activity of miR-195-5p upon transfection with DRD1 3′-UTR and DRD1-mut 3'-UTR and/or miR-195-5p mimic or control mimic in in HEK-293T cells for 24h. All data are shown as the mean±SEM (n=3), *p<0.05; NS, not significant.

To assess whether miR-195-5p directly targets DRD1 to result in dysfunction in patients with EH and T2DM, the putative binding site for miR-195-5p in the 3′-UTR of DRD1 was predicted using TargetScan (Figure 4E). Then, the luciferase-based reporter constructs either with the wild type (WT) or mutant (MUT) binding site were respectively co-transfected with miR-195-5p or Control mimics into HEK-293T cells to test their response to ectopic expression of miR-195-5p (Figure 4F, Figure S4A). Strikingly, the relative luciferase activity in the WT+miR-195-5p mimic group was lower than that in the WT DRD1 3′ UTR+Control mimic group (WT DRD1 3′ UTR+miR-195-5p mimic vs. WT DRD1 3′ UTR+Control mimic, 17.96±2.84 vs 9.10±1.75, p=0.0388), whereas there was minimal difference between the MUT+miR-195-5p mimic group and MUT+miR-195-5p mimic group (Figure 4E, Figure S4A). Taken together, DRD1 functioned as a direct downstream target of miR-195-5p through the abovementioned binding site of miR-195-5p on the 3′-UTR.
Figure S4

Luciferase reporter assay to investigate the binding of miR-195-5p to the DRD1 3′-UTR. A Luciferase reporter activity indicating the inhibitory effect of miR-195-5p on DRD1 in HEK-293T cells transfected with DRD1-3′-UTR and DRD1-mut 3'-UTR (MUT DRD1-3′ UTR) and/or miR-195-5p mimic or control mimic for 24h. All values are shown as firefly/renilla ratio. All data are shown as the mean±SEM (n=3), *p<0.05; NS, not significant.

SNP mutation identification in the DRD1 3′-UTR and diagnostic arability of serum miR-195-5p

To further validate the SNPs in the 3′-UTR of DRD1 and miR-195-5p-binding regions in patients with EH with T2DM in Chinese individuals, a case control study was performed. For the purpose, we identified two SNPs in the miR-195-5p-binding region of the DRD1 3′-UTR in a group of 200 Chinese individuals by sequencing (Figure 5A). We distinguished two common SNPs, 231T-A and 233C-G, in the DRD1 3′-UTR (based on allele frequencies) in 100 ED patients and 100 control individuals (Figure 5A, Figure S5A-S5D, Supplementary Table S5). The allele frequency of both the 231A and 233G loci in the ED group was higher than that in the N group (231A: ED vs. N, 39% vs. 7%; 233G: ED vs. N, 54% vs. 9%; Figure 5B). Collectively, these data showed that the frequencies of these two polymorphisms were closely related to EH with T2DM (p<0.05).
Figure 5

ED patients exhibited miR-195-5p binding SNP locus mutation in the 3′-UTR of DRD1. A Two miR-195-5p binding SNP locus mutations (231T->A, 233C->G) were identified in the 3′-UTR of DRD1 in patients with essential hypertension and type 2 diabetes mellitus (ED group). B Number of patients with SNP locus mutation in the ED and N groups.

Figure S5

miRNA-binding SNP locus mutation analyses in the 3′-UTR of DRD1 in the ED group. A Analyses of miRNA-binding SNPs in other regions of the 3′-UTR of DRD1 in healthy donors (N-1, N-2) and ED groups with essential hypertension and type 2 diabetes mellitus (DM-1, DM-2, DM-3, DM-4), such as 971-1014 (A), 1016-1058 (B), 1104-1146, (C) and 1667-1708 (D).

Additionally, to further verify the potentially clinical significance and correlation of serum miR-195-5p in diagnosis of patients with EH and T2DM, we conducted a correlation analyses with multiple clinicopathologic indexes. Of them, miR-195-5p showed a positive correlation with Cr and ALP (p<0.05) whereas weak or no correlation occurred with other parameters (Figures 6A-6H, Figures S6A-6H). Moreover, to further elucidate the clinical significance of miR-195-5p in patients with EH and T2DM, conducted an ROC analysis of miR-195-5p between the N group and patients with EH. We found that the area under the curve (AUC) was 0.772, and the sensitivity and specificity was 0.846 and 0.769 under the cut-off level 4.020, respectively (Figure 6I). Taken together, our data indicated that circulating miR-195-5p in peripheral blood held the potential of serving as a novel biomarker for EH and T2DM diagnosis.
Figure 6

Relevance of miR-195-5p with multiple clinicopathological parameters. A-B The relevance of miR-195-5p with positively related ED-associated clinicopathological parameters, including the Cr (A) and ALP (B). C Relevance of miR-195-5p with age. D-H MiR-195-5p showed no significant difference with other ED-associated clinicopathological parameters, including LDL-C (D), BUN (E), AST (F), FBG (G), and TC (H). I ROC analysis of miR-195-5p between N and ED groups. Cut-off value=4.020, Sensitivity=0.846, Specificity=0.769, AUC=0.772, p=0.018.

Figure S6

The relevance of miR-195-5p with multiple clinicopathological parameters. A-H MiR-195-5p showed no significant difference with other ED-associated clinicopathological parameters, including the TP (A), ALB (B), ALT (C), UA (D), BMI (E), TG (F), r-GGT (G), and HDL-C (H) values.

DISCUSSION

For decades, researchers have focused on the potential etiology and pathogenesis of EH or T2DM; however, novel non-invasive biomarkers and candidate targets, including miRNAs for the diagnosis and treatment of patients with EH and T2DM are still unclear (1,29). In this study, we identified serum miR-195-5p as a pivotal factor in patients with EH and T2DM. Interestingly, miR-195-5p expression displayed more remarkable downregulation than that in patients with either EH or T2DM, which indicated the potential of miR-195-5p to serve as a novel biomarker and therapeutic target for EH with T2DM. Furthermore, with the aid of the luciferase-based reporter assay and SNP analyses, we identified DRD1 as a direct target of miR-195-5p in patients with EH and T2DM. Hypertension is a complicated multifactorial disease attributable to dysregulation of angiogenesis and vascular smooth muscle, myocardial hypertrophy, activation of the renin-angiotensin-aldosterone system and platelet functional impairment. Because of the development and progression of EH and T2DM, morbidity and mortality in cardiovascular diseases collectively deteriorated as well. Furthermore, hypertension is acknowledged as being involved with more than two-thirds of patients with T2DM (3). Despite notable progress for the diagnosis and management of patients with EH or T2DM according to the guidelines, the development of more accurate clinical therapeutics is far from satisfactory. This is mainly caused by the deficiency in novel non-invasive biomarkers and therapeutic target identification. MicroRNAs are evolutionarily conserved single-stranded transcripts of hairpin structures with 21-23 nucleotides throughout the genome, which are involved in multifaceted physiological and pathological processes by regulating gene-expression post-transcriptionally, and serving as promising candidates for biomarker and targeted therapy development (30). Numerous functional studies have indicated the dysregulation and potential clinical significance of miRNAs in EH (e.g., miR-92a, miR-31a-5p) and T2DM (e.g., miR-15a, miR-223, miR-375, miR-30d) patients (13,14). For instance, serum miR-92a holds potential to function as a non-invasive marker of atherosclerosis in hypertension, whereas miR-31a-5p and miR-184 are involved in hypertension and glucose metabolism by bidirectional regulation of arterial smooth muscle cell and β cell function, respectively (31,32). Herein, with the aid of an miRNA qRT-PCR array, serum miR-195-5p was identified as a novel non-invasive diagnostic biomarker in patients with EH and T2DM, which was identified as a tumor suppressor and an indicator of poor prognosis in tumor progression (33). Thus, in this study we identified the novel dysregulation and malfunction of miR-195-5p in Chinese individuals with T2DM and EH, which collectively indicated the multidimensional functionality and pathogenesis of miRNAs. Therefore, studies on the characteristics of miRNAs in the etiology and pathogenesis of patient with EH and T2DM should be undertaken systematically and meticulously. Dopamine is an important neurotransmitter that regulates diverse physiological processes including behavior, hormone synthesis and release, blood pressure, and transmembrane ion transport. Dopamine receptor D1 (DRD1) belongs to the superfamily of G-protein-coupled receptors (GPCRs), and is classified by structure and pharmacology, which is acknowledged as the most important DR subtype for sodium reuptake and renal sodium excretion, while dysfunction of DRD1 commonly results in chronic hypertension in patients with EH (34). Herein, we further illuminated the negative regulation of DRD1 by miR-195-5p via miRNA-mediated cleavage and translational repression of target genes. Furthermore, we identified two SNPs, 231T-A and 233C-G, in the miR-195-5p-binding sites in the DRD1 3′-UTR. Distinguished from those in the health donors, frequencies of the 231A and 233G alleles were much higher in the patients with EH and T2DM, which subsequently altered the binding affinity of miR-195-5p toward the 3′-UTR and deregulated the post-transcriptional regulation of DRD1. Taken together, our research revealed that serum miR-195-5p exhibits clinical significance with respect to non-invasive diagnosis and interventional therapeutics and provides insights into the pathogenesis of EH with T2DM.

CONCLUSIONS

Overall, in this study we identified serum miR-195-5p as a novel non-invasive biomarker for clinical diagnosis and interventional therapeutics for EH with concomitant T2DM that functions by by directly suppressing DRD1 expression. Taken together, our findings further elucidated the pathogenesis of EH with T2DM and provided promising candidates for the development of novel targeted agents.

AUTHOR CONTRIBUTIONS

Hu Y, Li Q and Zhang L designed and performed the experiments, were responsible for the data collection and assembly, and manuscript writing. Zhong L, Gu M, He B, Qu Q, Lao Y and Gu K helped with collection and assembly of data. Zhang L, Zheng B and Yang H were responsible for the conception and design, data analysis and interpretation, manuscript writing and revision, approval of the final version of the manuscript. The final version of the manuscript has been read and approved by all the authors.
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