Table 1 Datasets and sample information from GEO
GSE series | Platform | Gene Count | Heart Failure (n = 790) | Normal (n = 366) | Total (n = 1156) | Samples Type | |
|---|---|---|---|---|---|---|---|
NICM | ICM | ||||||
Train Set | Â | Â | Â | Â | Â | Â | Â |
GSE16499 | GPL5175 | 15,876 | 0 | 15(1.90%) | 15(4.10%) | 30(2.59%) | Heart tissue |
GSE57345 | GPL11532 | 20,254 | 82(10.38%) | 95(12.03%) | 136(37.16%) | 313(27.08%) | Heart tissue |
GSE9128 | GPL96 | 13,096 | 4(0.505%) | 4(0.505%) | 3(0.82%) | 11(0.95%) | peripheral blood |
Validation Set | Â | Â | Â | Â | Â | Â | Â |
GSE59867 | GPL6244 | 23,307 | 0 | 390(49.37%) | 46(12.57%) | 436(37.72%) | peripheral blood |
GSE141910 | GPL16791 | 17,102 | 200(25.32%) | 0 | 166(45.35%) | 366(31.66%) | Heart tissue |