| Literature DB >> 28558735 |
Masood Abu-Halima1,2, Martin Poryo3, Nicole Ludwig4, Janine Mark3, Ina Marsollek3, Christian Giebels5, Johannes Petersen3, Hans-Joachim Schäfers5, Ulrich Grundmann6, Thomas Pickardt7, Andreas Keller8, Eckart Meese4, Hashim Abdul-Khaliq3,7.
Abstract
BACKGROUND: Children with congenital heart defects (CHDs) are at high risk for myocardial failure after operative procedures with cardiopulmonary bypass (CPB). Recent studies suggest that microRNAs (miRNA) are involved in the development of CHDs and myocardial failure. Therefore, the aim of this study was to determine alterations in the miRNA profile in heart tissue after cardiac surgery using CPB.Entities:
Keywords: Atrial myocardium; Cardiopulmonary bypass; Congenital heart disease; MicroRNA
Mesh:
Substances:
Year: 2017 PMID: 28558735 PMCID: PMC5450060 DOI: 10.1186/s12967-017-1213-9
Source DB: PubMed Journal: J Transl Med ISSN: 1479-5876 Impact factor: 5.531
Characteristics of patients included in the study
| Patient Nr. | Age at surgery | Gender | Weight (kg) | Diagnosis | Surgical procedure | Duration of CPB (min) | Lowest body temperature (°C) | Duration of hospitalization (days) |
|---|---|---|---|---|---|---|---|---|
| 1 | 0.5 year | Male | 5.5 | ASD II | Closure of the ASD | 45 | 35.1 | 12 |
| 2 | 0.9 year | Female | 8.5 | VSD | Closure of the VSD | 41 | 34.4 | 10 |
| 3 | 10.4 year | Female | 33.0 | Doubly committed VSD, double chambered right ventricle | Closure of the VSD | 82 | 34.0 | 10 |
| 4 | 0.5 year | Male | 5.2 | VSD, ASD II | Closure of the ASD | 79 | 29.4 | 11 |
| 5 | 2.0 year | Female | 11 | ASD II | Closure of the ASD | 32 | 34.8 | 9 |
| 6 | 1.1 year | Male | 9.4 | ASD I | Closure of the ASD | 63 | 33.9 | 12 |
| 7 | 1.0 year | Female | 6.2 | Malalignment-VSD | Closure of the VSD | 87 | 31.8 | 13 |
| 8 | 5 days | Male | 3.3 | HLHS | Norwood I, Blalock-Taussig shunt | 136 | 24.2 | 25 |
| 9 | 7 days | Male | 4.1 | d-TGA | Switch | 112 | 24.0 | 24 |
| 10 | 11 days | Male | 2.1 | TAPVC | Correction of TAPVC | 124 | 22.7 | 54 |
| 11 | 1.2 year | Male | 7.6 | ASD II | Closure of the ASD | 34 | 34.5 | 8 |
| 12 | 1.7 year | Male | 10.1 | ASD I, mitral insufficiency | Closure of the ASD | 41 | 32.8 | 8 |
| 13 | 3.5 year | Female | 13.0 | ASD II | Closure of the ASD | 24 | 34.8 | 7 |
| 14 | 1.4 year | Female | 10.6 | ASD II | Closure of the ASD | 23 | 35.0 | 8 |
ASD II, Atrial septal defect type II; VSD, membranous ventricular septal defects; HLHS, hypoplastic left heart syndrome; d-TGA, dextro-transposition of the great arteries; TAPVC, total anomalous pulmonary venous connection
Significantly expressed miRNAs in the atrial myocardial tissue of patients with CHD after CPB (n = 3) compared to before CPB (n = 3) as determined by microarray
| miRNA | Median before CPB | Median after CPB | STDV before CPB | STDV after CPB | Fold change | Regulation |
|
|---|---|---|---|---|---|---|---|
| miR-4750-5p | 1.67 | 8.60 | 2.59 | 4.24 | 5.26 | Up | 0.0399 |
| miR-6134 | 1.00 | 3.08 | 0.46 | 0.78 | 3.03 | Up | 0.0215 |
| miR-6873-3p | 2.49 | 6.29 | 0.29 | 1.31 | 2.50 | Up | 0.0441 |
| miR-4747-5p | 1.07 | 2.38 | 0.78 | 1.05 | 2.22 | Up | 0.0151 |
| miR-5195-5p | 1.48 | 3.04 | 0.49 | 0.91 | 2.04 | Up | 0.0213 |
| miR-6074 | 1.50 | 3.00 | 1.14 | 1.52 | 2.00 | Up | 0.0252 |
| miR-6751-3p | 2.89 | 5.68 | 0.33 | 1.12 | 1.96 | Up | 0.0323 |
| miR-328-5p | 15.50 | 28.90 | 4.82 | 3.56 | 1.85 | Up | 0.0263 |
| miR-6792-5p | 2.42 | 4.40 | 0.56 | 1.34 | 1.82 | Up | 0.0485 |
| miR-4514 | 1.65 | 2.93 | 0.80 | 0.61 | 1.79 | Up | 0.0333 |
| miR-4538 | 3.31 | 5.83 | 1.60 | 1.37 | 1.75 | Up | 0.0033 |
| miR-6870-5p | 2.31 | 3.91 | 1.63 | 1.88 | 1.69 | Up | 0.0102 |
| miR-7156-5p | 1.25 | 2.12 | 0.61 | 0.61 | 1.69 | Up | 0.0300 |
| miR-4447 | 1.64 | 2.73 | 0.44 | 0.19 | 1.67 | Up | 0.0369 |
| miR-6769b-5p | 20.56 | 33.29 | 3.95 | 4.51 | 1.61 | Up | 0.0442 |
| miR-7846-3p | 5.11 | 8.12 | 1.69 | 2.65 | 1.59 | Up | 0.0398 |
| miR-1261 | 1.90 | 2.98 | 1.58 | 2.01 | 1.56 | Up | 0.0353 |
| miR-6740-5p | 39.53 | 61.77 | 6.38 | 14.38 | 1.56 | Up | 0.0489 |
| miR-6746-5p | 3.75 | 5.79 | 1.03 | 1.20 | 1.54 | Up | 0.0265 |
| miR-645 | 1.56 | 2.42 | 0.93 | 0.70 | 1.54 | Up | 0.0455 |
| miR-2113 | 1.46 | 2.20 | 0.47 | 0.74 | 1.52 | Up | 0.0437 |
| miR-497-3p | 1.46 | 2.14 | 0.29 | 0.51 | 1.47 | Up | 0.0280 |
| miR-648 | 1.64 | 2.39 | 0.55 | 0.44 | 1.47 | Up | 0.0497 |
| miR-5088-5p | 9.24 | 13.26 | 1.59 | 2.19 | 1.43 | Up | 0.0379 |
| miR-3945 | 3.43 | 4.81 | 0.97 | 0.98 | 1.41 | Up | 0.0342 |
| miR-4468 | 2.07 | 2.84 | 0.55 | 0.62 | 1.37 | Up | 0.0289 |
| miR-1471 | 6.69 | 9.07 | 2.16 | 2.11 | 1.35 | Up | 0.0464 |
| miR-5006-5p | 21.99 | 28.90 | 2.45 | 3.83 | 1.32 | Up | 0.0108 |
| miR-198 | 3.59 | 4.49 | 1.04 | 1.32 | 1.25 | Up | 0.0404 |
| miR-770-5p | 9.59 | 3.17 | 1.11 | 1.81 | 3.03 | Down | 0.0095 |
| miR-4261 | 35.83 | 14.45 | 1.98 | 7.10 | 2.48 | Down | 0.0183 |
| miR-874-5p | 15.30 | 6.57 | 1.76 | 3.12 | 2.33 | Down | 0.0102 |
| miR-550a-5p | 5.57 | 2.44 | 1.67 | 1.10 | 2.29 | Down | 0.0114 |
| miR-3651 | 53.15 | 23.24 | 5.23 | 9.24 | 2.29 | Down | 0.0455 |
| miR-6865-3p | 8.00 | 3.55 | 1.51 | 1.76 | 2.26 | Down | 0.0108 |
| miR-222-3p | 14.15 | 6.51 | 1.03 | 2.80 | 2.17 | Down | 0.0308 |
| miR-3607-3p | 8.69 | 4.10 | 0.70 | 1.25 | 2.12 | Down | 0.0424 |
| miR-1304-3p | 9.97 | 4.71 | 1.98 | 0.36 | 2.12 | Down | 0.0469 |
| miR-6508-5p | 9.27 | 4.41 | 2.31 | 1.58 | 2.10 | Down | 0.0358 |
| miR-6800-3p | 10.18 | 5.06 | 2.12 | 2.07 | 2.01 | Down | 0.0182 |
| miR-6861-3p | 6.13 | 3.09 | 0.74 | 0.86 | 1.99 | Down | 0.0139 |
| miR-212-3p | 25.83 | 13.01 | 2.76 | 6.93 | 1.99 | Down | 0.0294 |
| miR-6737-3p | 11.31 | 5.76 | 2.96 | 1.67 | 1.96 | Down | 0.0293 |
| miR-6820-5p | 37.19 | 19.53 | 0.20 | 4.42 | 1.90 | Down | 0.0238 |
| miR-6792-3p | 6.60 | 3.47 | 1.06 | 1.47 | 1.90 | Down | 0.0366 |
| miR-3616-3p | 6.92 | 3.68 | 1.31 | 1.75 | 1.88 | Down | 0.0082 |
| miR-3162-3p | 10.75 | 5.79 | 2.89 | 2.53 | 1.86 | Down | 0.0029 |
| miR-423-3p | 9.21 | 4.94 | 1.09 | 1.21 | 1.86 | Down | 0.0056 |
| miR-5190 | 10.43 | 5.68 | 0.59 | 0.86 | 1.84 | Down | 0.0172 |
| miR-4725-5p | 8.95 | 4.90 | 1.35 | 2.34 | 1.83 | Down | 0.0421 |
| miR-744-5p | 9.67 | 5.32 | 1.56 | 1.98 | 1.82 | Down | 0.0308 |
| miR-6829-5p | 48.68 | 26.75 | 3.55 | 8.52 | 1.82 | Down | 0.0360 |
| miR-6889-3p | 8.18 | 4.51 | 1.73 | 1.02 | 1.82 | Down | 0.0432 |
| miR-4433a-5p | 8.38 | 4.62 | 2.04 | 1.02 | 1.81 | Down | 0.0276 |
| miR-6813-3p | 7.19 | 4.06 | 2.29 | 1.01 | 1.77 | Down | 0.0343 |
| miR-4649-3p | 9.50 | 5.47 | 3.12 | 2.42 | 1.74 | Down | 0.0093 |
| miR-6763-3p | 7.94 | 4.62 | 1.52 | 1.52 | 1.72 | Down | 0.0434 |
| miR-532-3p | 18.58 | 10.78 | 0.43 | 3.99 | 1.72 | Down | 0.0487 |
| miR-6769a-5p | 11.01 | 6.45 | 1.97 | 1.02 | 1.71 | Down | 0.0219 |
| miR-193b-3p | 74.91 | 43.92 | 26.81 | 34.56 | 1.71 | Down | 0.0341 |
| miR-331-5p | 2.64 | 1.58 | 0.28 | 0.62 | 1.67 | Down | 0.0446 |
| miR-6858-3p | 8.53 | 5.15 | 2.59 | 2.47 | 1.66 | Down | 0.0017 |
| miR-564 | 17.68 | 10.75 | 2.27 | 3.32 | 1.65 | Down | 0.0099 |
| miR-6723-5p | 26.08 | 16.14 | 2.83 | 6.35 | 1.62 | Down | 0.0352 |
| miR-28-3p | 4.85 | 3.02 | 0.21 | 0.58 | 1.61 | Down | 0.0187 |
| miR-339-3p | 13.22 | 8.22 | 1.98 | 2.36 | 1.61 | Down | 0.0275 |
| miR-23c | 5.83 | 3.62 | 1.59 | 0.81 | 1.61 | Down | 0.0378 |
| miR-93-5p | 114.26 | 70.98 | 9.72 | 24.81 | 1.61 | Down | 0.0488 |
| miR-6752-3p | 5.76 | 3.67 | 1.11 | 0.79 | 1.57 | Down | 0.0329 |
| miR-766-3p | 10.39 | 6.64 | 1.38 | 2.07 | 1.56 | Down | 0.0125 |
| miR-1306-5p | 4.68 | 3.05 | 0.44 | 0.67 | 1.54 | Down | 0.0074 |
| miR-6798-3p | 4.49 | 2.92 | 0.87 | 1.04 | 1.54 | Down | 0.0141 |
| miR-664a-3p | 17.21 | 11.20 | 1.39 | 3.72 | 1.54 | Down | 0.0362 |
| miR-208a-5p | 45.35 | 29.37 | 7.47 | 13.45 | 1.54 | Down | 0.0450 |
| miR-6880-3p | 6.55 | 4.43 | 2.43 | 1.74 | 1.48 | Down | 0.0272 |
| miR-143-3p | 327.88 | 223.74 | 43.81 | 69.68 | 1.47 | Down | 0.0425 |
| miR-624-5p | 3.66 | 2.49 | 0.37 | 0.53 | 1.47 | Down | 0.0447 |
| miR-210-5p | 4.05 | 2.86 | 0.41 | 0.39 | 1.42 | Down | 0.0101 |
| miR-6073 | 5.18 | 3.67 | 1.17 | 1.43 | 1.41 | Down | 0.0140 |
| miR-374c-5p | 11.99 | 8.54 | 1.55 | 2.75 | 1.40 | Down | 0.0378 |
| miR-4484 | 27.73 | 20.62 | 1.81 | 1.80 | 1.34 | Down | 0.0000 |
| miR-4664-3p | 5.01 | 3.75 | 0.50 | 0.61 | 1.34 | Down | 0.0096 |
| miR-6731-3p | 4.38 | 3.26 | 1.21 | 1.48 | 1.34 | Down | 0.0399 |
| miR-4769-3p | 6.46 | 5.11 | 1.50 | 1.35 | 1.26 | Down | 0.0213 |
| miR-15a-3p | 3.49 | 2.79 | 0.34 | 0.28 | 1.25 | Down | 0.0114 |
| hsa-let-7a-3p | 3.24 | 2.59 | 0.35 | 0.29 | 1.25 | Down | 0.0172 |
| miR-26b-3p | 3.15 | 2.54 | 0.72 | 0.55 | 1.24 | Down | 0.0244 |
| miR-940 | 32.01 | 26.08 | 7.78 | 6.20 | 1.23 | Down | 0.0218 |
| miR-3189-3p | 3.61 | 3.01 | 0.44 | 0.33 | 1.20 | Down | 0.0153 |
| miR-29a-5p | 3.05 | 2.53 | 0.16 | 0.28 | 1.20 | Down | 0.0166 |
Each value represents the median of three patients before and after CBP and ±standard deviation (STDV). Statistical analysis was performed with paired-two-tailed t-test (P < 0.05)
Fig. 1Unsupervised hierarchical clustering (Euclidian distance, complete linkage) of the three patients (six samples, three before and three after CPB) based on expression of the 50 with highest variance. The heatmap shows miRNAs with high expression in blue, miRNAs with low expression in red. The blue and orange lines indicate the two main clusters of samples
Fig. 2Relative fold change of the miRNAs in the atrial myocardial tissue of patients with CHD after CBP (n = 11) compared to before CPB (n = 11) as determined by RT-qPCR and after CBP (n = 3) compared to before CPB (n = 3) as determined by microarray (P < 0.05). Paired-two-tailed t-tests and ±standard deviation (STDV) were used to evaluate differences in expression in both assays. Relative expression level of 2−ΔΔCt and quantile normalization were used for RT-qPCR and microarray data, respectively
Fig. 3Validation of nine differentially expressed miRNAs in the atrial myocardial tissue of patients with CHD after CBP (n = 11) compared to before CPB (n = 11) as determined by RT-qPCR (P < 0.05). Mean ΔCt before CPB and after CPB (Lower ΔCt, higher expression level). RNAU6B as an endogenous control for normalization, paired-two-tailed t-tests and ±standard deviation (STDV) were used to evaluate differences in expression
Fig. 4Significantly expressed miRNAs in the atrial myocardial tissue of neonates and infants with CHD after CBP compared to before CPB as determined by RT-qPCR (P < 0.05). Mean ΔCt before CPB and after CPB (Lower ΔCt, higher expression level). RNAU6B as an endogenous control for normalization, paired-two-tailed t-tests and ±standard deviation (STDV) were used to evaluate differences in expression
The KEGG pathways significantly enriched for target genes of deregulated miRNAs in the atrial myocardial tissue from patients with CHD after CPB (n = 3) compared to before CPB (n = 3) ( P value < 0.05)
| Mode of interaction | KEGG pathway |
| No. genes | No. miRNAs |
|---|---|---|---|---|
| Signaling transduction | Hippo signaling pathway | 1.11E + 05 | 114 | 70 |
| Phosphatidylinositol signaling system | 1.23E + 06 | 66 | 63 | |
| TGF-beta signaling pathway | 3.29E + 06 | 64 | 53 | |
| cGMP-PKG signaling pathway | 3.29E + 06 | 128 | 74 | |
| FoxO signaling pathway | 0.001 | 98 | 72 | |
| ErbB signaling pathway | 0.0027 | 67 | 62 | |
| MAPK signaling pathway | 0.003 | 179 | 77 | |
| Ras signaling pathway | 0.0035 | 155 | 76 | |
| Sphingolipid signaling pathway | 0.0145 | 85 | 64 | |
| Calcium signaling pathway | 0.0174 | 124 | 71 | |
| AMPK signaling pathway | 0.0189 | 86 | 67 | |
| cAMP signaling pathway | 0.019 | 137 | 71 | |
| TNF signaling pathway | 0.0229 | 76 | 63 | |
| Rap1 signaling pathway | 0.0243 | 143 | 70 | |
| Cardiovascular diseases and Circulatory system | Adrenergic signaling in cardiomyocytes | 1.20E + 06 | 112 | 71 |
| Dilated cardiomyopathy | 0.0154 | 65 | 57 | |
| Arrhythmogenic right ventricular cardiomyopathy (ARVC) | 0.0174 | 53 | 54 | |
| Vascular smooth muscle contraction | 0.0196 | 83 | 65 | |
| Cellular community | Adherens junction | 3.20E − 03 | 56 | 58 |
| Focal adhesion | 0.0044 | 146 | 74 | |
| Gap junction | 0.0106 | 65 | 61 | |
| Cell adhesion molecules (CAMs) | 0.0248 | 98 | 68 |
Fig. 5Target network with deregulated miRNAs indicated in brown and target genes in blue. Only genes targeted by at least two or ore miRNAs are included. Strong interaction was observed between miRNAs and genes are highlighted by “green” edges in the resulting network