Evaluation of altered miRNA expression pattern to predict COVID-19 severity

被引:13
作者
Srivastava, Swati [1 ]
Garg, Iti [1 ]
Singh, Yamini [1 ]
Meena, Ramesh [1 ]
Ghosh, Nilanjana [1 ]
Kumari, Babita [1 ]
Kumar, Vinay [1 ]
Eslavath, Malleswara Rao [1 ]
Singh, Sayar [1 ]
Dogra, Vikas [2 ]
Bargotya, Mona [2 ]
Bhattar, Sonali [2 ]
Gupta, Utkarsh [2 ]
Jain, Shruti [2 ]
Hussain, Javid [2 ]
Varshney, Rajeev [1 ]
Ganju, Lilly [1 ]
机构
[1] Def Inst Physiol & Allied Sci DIPAS, Genom Div, Lucknow Rd, Delhi 110054, India
[2] Rajiv Gandhi Super Special Hosp RGSSH, Pulm Med, Delhi, India
关键词
COVID-19; miRNA; Biomarker; Sequencing; HEPATOCELLULAR-CARCINOMA PROGRESSION; STEM-CELLS; BIOMARKERS; IDENTIFICATION; PROLIFERATION; MICRORNAS; MIGRATION; INVASION; CANCER;
D O I
10.1016/j.heliyon.2023.e13388
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Outbreak of COVID-19 pandemic in December 2019 affected millions of people globally. After substantial research, several biomarkers for COVID-19 have been validated however no specific and reliable biomarker for the prognosis of patients with COVID-19 infection exists. Present study was designed to identify specific biomarkers to predict COVID-19 severity and tool for formu-lating treatment. A small cohort of subjects (n = 43) were enrolled and categorized in four study groups; Dead (n = 16), Severe (n = 10) and Moderate (n = 7) patients and healthy controls (n = 10). Small RNA sequencing was done on Illumina platform after isolation of microRNA from peripheral blood. Differential expression (DE) of miRNA (patients groups compared to control) revealed 118 down-regulated and 103 up-regulated known miRNAs with fold change (FC) expression >= 2 folds and p <= 0.05. DE miRNAs were then subjected to functional enrichment and network analysis. Bioinformatic analysis resulted in 31 miRNAs (24 Down-regulated; 7 up -regulated) significantly associated with COVID-19 having AUC>0.8 obtained from ROC curve. Seventeen out of 31 DE miRNAs have been linked to COVID-19 in previous studies. Three miR-NAs, hsa-miR-147b-5p and hsa-miR-107 (down-regulated) and hsa-miR-1299 (up-regulated) showed significant unique DE in Dead patients. Another set of 4 miRNAs, hsa-miR-224-5p (down -regulated) and hsa-miR-4659b-3p, hsa-miR-495-3p and hsa-miR-335-3p were differentially up -regulated uniquely in Severe patients. Members of three miRNA families, hsa-miR-20, hsa-miR-32 and hsa-miR-548 were significantly down-regulated in all patients group in comparison to healthy controls. Thus a distinct miRNA expression profile was observed in Dead, Severe and Moderate COVID-19 patients. Present study suggests a panel of miRNAs which identified in COVID-19 patients and could be utilized as potential diagnostic biomarkers for predicting COVID-19 severity.
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页数:18
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