Table 2.
Dataset | Platform | Number of samples |
---|---|---|
GSE171110 (mRNA) | Illumina HiSeq 2500 (Homo sapiens) | severe Covid-19: 44 |
GSE178967 (mRNA) | Illumina NovaSeq 6000 (Homo sapiens) | severe Covid-19: 12 non-severe Covid-19: 160 |
GSE152418 (mRNA) | Illumina NovaSeq 6000 (Homo sapiens) | severe Covid-19: 8 non-severe Covid-19: 4 |
GSE176498 (miRNA) | NextSeq 550 (Homo sapiens) | severe Covid-19: 16 non-severe Covid-19: 18 |
After removing batch effect and filtering out samples, 102 non- severe and 40 severe samples were considered for the train set; 49 non- severe and 20 severe samples were put in the test set. The miRNA dataset included 18 non-severe and16 severe specimens.