| Literature DB >> 34612058 |
Yang Su1,2, Yuxi Sun1, Yansong Tang1, Hao Li1, Xiaoyu Wang1, Xin Pan1, Weijing Liu1, Xianling Zhang1, Fenglei Zhang2, Yawei Xu1, Chunxi Yan2, Sang-Bing Ong3,4,5,6,7, Dachun Xu1,2.
Abstract
Background Circulating microRNAs are emerging biomarkers for heart failure (HF). Our study aimed to assess the prognostic value of microRNA signature that is differentially expressed in patients with acute HF. Methods and Results Our study comprised a screening cohort of 15 patients with AHF and 5 controls, a PCR-discovery cohort of 50 patients with AHF and 26 controls and a validation cohort of 564 patients with AHF from registered study DRAGON-HF (Diagnostic, Risk Stratification and Prognostic Value of Novel Biomarkers in Patients With Heart Failure). Through screening by RNA-sequencing and verification by reverse-transcription quantitative polymerase chain reaction, 9 differentially expressed microRNAs were verified (miR-939-5p, miR-1908-5p, miR-7706, miR-101-3p, miR-144-3p, miR-4732-3p, miR-3615, miR-484 and miR-19b-3p). Among them, miR-19b-3p was identified as the microRNA signature with the highest fold-change of 8.4 and the strongest prognostic potential (area under curve with 95% CI, 0.791, 0.654-0.927). To further validate its prognostic value, in the validation cohort, the baseline level of miR-19b-3p was measured. During a follow-up period of 19.1 (17.7, 20.7) months, primary end point comprising of all-cause mortality or readmission due to HF occurred in 48.9% patients, while patients in the highest quartile of miR-19b-3p level presented the worst survival (Log-rank P<0.001). Multivariate Cox model showed that the level of miR-19b-3p could independently predict the occurrence of primary end point (adjusted hazard ratio,1.39; 95% CI, 1.18-1.64). In addition, miR-19b-3p positively correlated with soluble suppression of tumorigenicity 2 and echocardiographic indexes of left ventricular hypertrophy. Conclusions Circulating miR-19b-3p could be a valuable prognostic biomarker for AHF. In addition, a high level of circulating miR-19b-3p might indicate ventricular hypertrophy in AHF subjects. Registration URL: https://www.clinicaltrials.gov. Unique Identifier: NCT03727828.Entities:
Keywords: RNA‐sequencing; acute heart failure; biomarker; miR‐19b‐3p; prognosis
Mesh:
Substances:
Year: 2021 PMID: 34612058 PMCID: PMC8751856 DOI: 10.1161/JAHA.121.022304
Source DB: PubMed Journal: J Am Heart Assoc ISSN: 2047-9980 Impact factor: 5.501
Figure 1Flow chart of the study.
AHF indicates acute heart failure; NYHA, New York Heart Association; ROC, receiver operating characteristics; and RT‐qPCR, Quantitative Real‐time Polymerase Chain Reaction.
Figure 2Relative expression of 9 verified miRNAs between patients with AHF and control.
miRNA candidates were verified in 50 AHFs and 26 controls by real‐time quantitative polymerase chain reaction. Out of 40 candidates, 9 were verified with significant differential expression and miR‐19b‐3p presented the highest relative expression fold‐change of 8.4. AHF indicates acute heart failure.
Figure 3Receiver operating characteristic curves of 9 validated miRNAs for diagnosis of AHF.
Receiver operating characteristic curves were performed to test the diagnostic value of 9 miRNA candidates for AHF in PCR‐discovery cohort. miR‐19b‐3p was found to have the highest discriminative potential for AHF (AUC=0.753). AHF denotes acute heart failure, AUC area under curve. Lower right annotation in each figure showed AUC with 95% CI and P value.
Figure 4Prognostic power of 9 validated miRNAs by receiver operating characteristic curves.
Receiver operating characteristic curves were performed to test the diagnostic value of 9 miRNA candidates for AHF in PCR‐discovery cohort. miR‐19b‐3p was found to have the highest discriminative potential for AHF (AUC=0.753). AHF denotes acute heart failure, AUC area under curve. Lower right annotation in each figure showed AUC with 95% CI and P value.
Clinical Characteristics of 564 Patients With AHF in Quartiles of miR‐19b‐3p Levels
|
Overall (N=564) |
Q1 (N=141) |
Q2 (N=141) |
Q3 (N=141) |
Q4 (N=141) |
| |
|---|---|---|---|---|---|---|
| Age, y | 69.0 (62.0, 77.0) | 70.0 (63.0, 82.0) | 68.0 (61.0, 77.0) | 69.0 (62.0, 75.0) | 70.0 (61.0, 78.0) | 0.214 |
| Male/female, n/n | 404/160 | 99/42 | 99/42 | 101/40 | 105/36 | 0.790 |
| BMI, kg/m2 | 24.3±3.6 | 24.3±3.6 | 24.0±3.8 | 24.5±3.6 | 24.5±3.6 | 0.950 |
| Smoking, n (%) | 175 (31.0) | 47 (33.3) | 43 (30.5) | 49 (34.8) | 36 (25.5) | 0.456 |
| NYHA functional class | 2.4±0.8 | 2.4±0.8 | 2.4±0.7 | 2.3±0.8 | 2.5±0.8 | 0.080 |
| HR, bpm | 83.7±18.5 | 83.9±18.7 | 84.1±17.9 | 83.7±18.6 | 82.9±19.0 | 0.977 |
| SBP, mm Hg | 135.5±23.7 | 137.1±23.3 | 133.6±23.4 | 134.5±24.5 | 137.0±23.7 | 0.900 |
| DBP, mm Hg | 79.2±15.8 | 79.6±15.5 | 78.9±15.6 | 78.7±15.5 | 79.4±16.6 | 0.847 |
| Comorbidities | ||||||
| Diabetes, n (%) | 205 (36.4) | 45 (31.9) | 50 (35.5) | 53 (37.6) | 57 (40.4) | 0.463 |
| Hypertension, n (%) | 373 (66.1) | 95 (67.4) | 81 (57.4) | 93 (66.0) | 104 (73.8) | 0.024 |
| CHD, n (%) | 344 (61.0) | 82 (58.2) | 85 (60.3) | 89 (63.1) | 88 (62.4) | 0.657 |
| AF, n (%) | 118 (20.9) | 37 (26.2) | 24 (17.0) | 31 (22.0) | 26 (18.4) | 0.205 |
| ICM, n ( | 123 (21.8) | 30 (21.3) | 30 (21.3) | 34 (24.1) | 29 (20.6) | 0.893 |
| HCM, n (%) | 8 (1.4) | 2 (1.4) | 1 (0.7) | 2 (1.4) | 3 (2.1) | 0.798 |
| DCM, n (%) | 31 (5.5) | 10 (7.1) | 4 (2.8) | 8 (5.7) | 9 (6.4) | 0.418 |
| Serological measurements | ||||||
| NT‐proBNP, ng/mL | 1918.0 (782.5, 5070.5) | 2170.0 (993.7, 4748.0) | 1960.0 (800.6, 5051.3) | 1986.0 (609.0, 6771.0) | 1636.0 (871.9, 4723.0) | 0.261 |
| vmiR‐19b‐3p (relative expression) | 2.15 (1.63, 3.40) | 1.23 (0.99, 1.43) | 1.89 (1.75, 2.00) | 2.69 (2.36, 2.96) | 5.24 (4.28, 6.73) | <0.001 |
| sST2, ng/mL | 42.3 (36.8, 50.7) | 38.4 (33.0, 42.4) | 40.6 (35.4, 47.2) | 42.6 (48.4, 38.5) | 53.4 (44.9, 67.4) | <0.001 |
| HDL, mmol/L | 0.96 (0.79, 1.20) | 1.02 (0.81, 1.31) | 0.98 (0.81, 1.25) | 0.93 (0.79, 1.13) | 0.94 (0.78, 1.15) | 0.521 |
| LDL, mmol/L | 2.16±0.93 | 2.07±0.91 | 2.15±0.98 | 2.24±0.94 | 2.19±0.88 | 0.627 |
| eGFR, mL/(min*1.73 m2) | 79.2 (56.4, 99.3) | 82.1 (64.2, 101.7) | 81.4 (55.5, 102.9) | 79.2 (57.8, 98.0) | 73.6 (54.9, 95.7) | 0.355 |
| BUN, mmol/L | 8.3±6.0 | 7.7±3.9 | 8.4±4.5 | 8.7±9.3 | 8.5±4.9 | 0.361 |
| Hb1Ac (%) | 6.3 (5.8, 7.4) | 6.4 (5.8, 7.3) | 6.3 (5.8, 7.5) | 6.2 (5.7. 7.0) | 6.3 (5.8, 7.5) | 0.678 |
| Echocardiographic measurements | ||||||
| LVEF (%) | 43.0 (32.0, 55.0) | 44.0 (33.0, 55.0) | 43.0 (30.0, 55.0) | 44.0 (35.8, 56.0) | 40.0 (32.3, 54.8) | 0.675 |
| IVST, mm | 10.0 (9.0, 11.0) | 9.0 (9.0, 10.0) | 9.0 (9.0, 10.0) | 10.0 (9.0, 10.0) | 11.0 (10.0, 13.0) | <0.001 |
| LVPWT, mm | 10.0 (9.0, 10.0) | 10.0 (9.0, 10.0) | 10.0 (9.0, 10.0) | 10.0 (9.0, 10.0) | 10.0 (9.0, 11.0) | 0.001 |
| LVeDD, mm | 50.0 (45.0 57.0) | 49.0 (44.0, 56.0) | 50.0 (44.0, 57.0) | 49.0 (45.0, 56.0) | 51.0 (45.0, 60.0) | 0.151 |
| LVeSD, mm | 35.5 (30.0, 46.0) | 32.0 (29.0, 43.0) | 31.0 (27.0, 45.0) | 34.0 (28.0, 44.0) | 37.0 (30.0, 47.0) | 0.241 |
| LVMI, g/m2 | 113.5±34.8 | 101.0±28.1 | 103.8±25.2 | 110.2±26.8 | 141.1±42.2 | <0.001 |
Continuous variables are presented as means±SD if conform normal distribution or median with interquartile range (IQR) if not. Categorical variables are presented as percentage (%). AF indicates atrial fibrillation; AHF, acute heart failure; BMI, body mass index; BUN, blood urea nitrogen; CHD, coronary heart disease; DBP, diastolic blood pressure; DCM, dilated cardiomyopathy; eGFR, estimated glomerular filtration rate (calculated by MDRD formula); Hb1Ac, hemoglobin A1c; HCM, hypertrophic cardiomyopathy; HDL, high‐density lipoprotein; HR, heart rate; ICM, ischemic cardiomyopathy; IVST, interventricular septum thickness; LDL, low‐density lipoprotein; LVeDD, left ventricular end‐diastolic diameter; LVEF, left‐ventricular ejection fraction; LVeSD, left ventricular end‐systolic diameter; LVMI, left ventricular mass index; LVPWT, left ventricular posterior wall thickness; NT‐proBNP, N‐terminal brain natriuretic peptide precursor; NYHA, New York Heart Association; SBP, systolic blood pressure; and sST2, soluble suppression of tumorigenicity 2.
Significant P value (<0.05).
Figure 5Survival analysis of patients with AHF divided by baseline level of miR‐19b‐3p.
Survival analysis of miR‐19b‐3p for primary end point (all‐cause mortality or readmission due to HF) were performed and survival curves with 95% CI shown with dotted line in corresponding color. Through a follow‐up period of 19.1 [17.7, 20.7] months, survival curves showed group with higher level of miR‐19b‐3p presented worse event‐free survival, with Log‐Rank P value <0.001. Q1, Q2, Q3 and Q4 represent patients with AHF with relative expression of miR‐19b‐3p level lower than 1.63, 1.63‐2.15, 2.15‐3.41, and higher than 3.41, respectively.
Figure 6The Forest plot of multivariate Cox proportional hazard regression model for prognostic evaluation.
The level of miR‐19b‐3p, sST2, and NT‐proBNP was analyzed after logarithmic transformation.