Identification of a Diagnostic Set of Endomyocardial Biopsy microRNAs for Acute Cellular Rejection Diagnostics in Patients after Heart Transplantation Using Next-Generation Sequencing

被引:11
|
作者
Novakova, Tereza [1 ,2 ]
Machackova, Tana [3 ]
Novak, Jan [3 ,4 ]
Hude, Petr [1 ,2 ]
Godava, Julius [1 ,2 ]
Zampachova, Vita [2 ,5 ]
Oppelt, Jan [3 ]
Zlamal, Filip [4 ]
Nemec, Petr [6 ]
Bedanova, Helena [6 ]
Slaby, Ondrej [3 ]
Bienertova-Vasku, Julie [4 ]
Spinarova, Lenka [1 ,2 ]
Krejci, Jan [1 ,2 ]
机构
[1] Masaryk Univ, St Annes Univ Hosp, Dept Cardiovasc Dis, Pekarska 53, Brno 65691, Czech Republic
[2] Masaryk Univ, Fac Med, Pekarska 53, Brno 65691, Czech Republic
[3] Masaryk Univ, Cent European Inst Technol, Kamenice 5, Brno 62500, Czech Republic
[4] Masaryk Univ, Dept Pathol Physiol, Kamenice 5, Brno 62500, Czech Republic
[5] Masaryk Univ, St Annes Univ Hosp, Dept Pathol, Pekarska 53, Brno 65691, Czech Republic
[6] Ctr Cardiovasc Surg & Organ Transplantat, Pekarska 53, Brno 65691, Czech Republic
关键词
microRNA; endomyocardial biopsy; heart transplantation; acute cellular rejection; diagnostics; EXPRESSION; MIRNA; VALIDATION; BIOMARKERS; CLUSTER; RISK; RNA;
D O I
10.3390/cells8111400
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Introduction: Acute cellular rejection (ACR) of heart allografts represents the most common reason for graft failure. Endomyocardial biopsies (EMB) are still subject to substantial interobserver variability. Novel biomarkers enabling precise ACR diagnostics may decrease interobserver variability. We aimed to identify a specific subset of microRNAs reflecting the presence of ACR. Patients and Methods: Monocentric retrospective study. A total of 38 patients with the anamnesis of ACR were identified and for each patient three consecutive samples of EMB (with, prior and after ACR) were collected. Sixteen trios were used for next-generation sequencing (exploratory cohort); the resting 22 trios were used for validation with qRT-PCR (validation cohort). Statistical analysis was performed using R software. Results: The analysis of the exploration cohort provided the total of 11 miRNAs that were altered during ACR, the three of which (miR-144, miR-589 and miR-182) were further validated in the validation cohort. Using the levels of all 11 miRNAs and principal component analysis, an ACR score was created with the specificity of 91% and sensitivity of 68% for detecting the presence of ACR in the EMB sample. Conclusion: We identified a set of microRNAs altered in endomyocardial biopsies during ACR and using their relative levels we created a diagnostic score that can be used for ACR diagnosis.
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页数:13
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