================================================================================ GROUND TRUTH (Proporciones reales) Cada columna es un tipo celular, cada fila una muestra Los valores son proporciones (deben sumar 1 por fila) ================================================================================ ============================================================ [groundtruth1_insilicodirichletNoDep_pdac.h5] ============================================================ Keys: ['data', 'genes'] Shape: (30, 5) (muestras x tipos_celulares) dtype: float64 Head 10 filas: [[0.1214 0.5194 0.0959 0.1188 0.1445] [0.1631 0.419 0.0454 0.2579 0.1146] [0.1341 0.4117 0.0963 0.3096 0.0484] [0.1366 0.4384 0.1139 0.0938 0.2173] [0.147 0.4616 0.0291 0.3102 0.0521] [0.1099 0.4639 0.1004 0.242 0.0839] [0.1963 0.3594 0.0864 0.3458 0.012 ] [0.094 0.3203 0.0526 0.3801 0.153 ] [0.2825 0.3987 0.064 0.1158 0.1389] [0.1822 0.4055 0.0303 0.2256 0.1564]] Suma por fila (primeras 10): [1. 1. 1. 1. 1. 1. 1. 1. 1. 1.] genes: ['endo', 'fibro', 'immune', 'classic', 'basal'] ============================================================ [groundtruth1_insilicopseudobulk_pdac.h5] ============================================================ Keys: ['data', 'genes'] Shape: (30, 5) (muestras x tipos_celulares) dtype: float64 Head 10 filas: [[0.4171 0.3679 0.0164 0.108 0.0906] [0.0105 0.5175 0.3251 0.1368 0.0101] [0.114 0.2917 0.0918 0.5008 0.0016] [0.033 0.485 0.2557 0.0334 0.1928] [0.0324 0.4234 0.1268 0.4175 0. ] [0.2827 0.5295 0.0952 0.0919 0.0007] [0.2715 0.5522 0.0074 0.1689 0. ] [0.1021 0.3239 0.1595 0.4142 0.0003] [0.0968 0.1844 0.5362 0.1813 0.0013] [0.1712 0.3537 0.1403 0.018 0.3169]] Suma por fila (primeras 10): [1. 1. 1. 1. 1. 1. 1. 1. 1. 1.] genes: ['endo', 'fibro', 'immune', 'classic', 'basal'] ============================================================ [groundtruth1_invitro_pdac.h5] ============================================================ Keys: ['data', 'genes', 'samples'] Shape: (15, 5) (muestras x tipos_celulares) dtype: float64 Head 10 filas: [[0.2793 0.3466 0.0866 0.0321 0.2554] [0.1347 0.3825 0.1347 0.3472 0.001 ] [0.1519 0.4265 0.1109 0.2867 0.024 ] [0.1549 0.4466 0.0989 0.2867 0.0129] [0.1327 0.4278 0.0907 0.0281 0.3207] [0.1119 0.5568 0.0895 0.001 0.2409] [0.2297 0.4828 0.0629 0. 0.2246] [0.0994 0.4326 0.1254 0. 0.3427] [0.1794 0.4674 0.1226 0.2307 0. ] [0.1208 0.4915 0.1229 0.1828 0.0819]] Suma por fila (primeras 10): [1. 1. 1. 1. 1. 1. 1. 1. 1. 1.] genes: ['endo', 'fibro', 'immune', 'classic', 'basal'] samples (primeras 10): ['COMT02TFZP', 'COMT05TFZP', 'COMT13TFZP', 'COMT17TFZP', 'COMT28TFZP', 'COMT09TFZP', 'COMT30TFZP', 'COMT11TFZP', 'COMT16TFZP', 'COMT14TFZP'] ============================================================ [groundtruth1_invivo_pdac.h5] ============================================================ Keys: ['data', 'genes', 'samples'] Shape: (24, 2) (muestras x tipos_celulares) dtype: float64 Head 10 filas: [[-0.1384 0.4473] [-0.3028 0.3014] [-0.7234 0.6034] [ 0.6835 0.1897] [ 0.0607 -0.1586] [ 0.491 1.1633] [ 0.8066 -0.6147] [ 1.1719 0.2147] [ 0.0828 0.5866] [ 1.0976 0.1479]] Suma por fila (primeras 10): [ 3.08927178e-01 -1.38545036e-03 -1.19972765e-01 8.73188958e-01 -9.79503132e-02 1.65432689e+00 1.91904247e-01 1.38659272e+00 6.69382378e-01 1.24550264e+00] genes: ['basal', 'classic'] samples (primeras 10): ['COMT0002TSFP', 'COMT0040TSFP', 'COMT0048TSFP', 'COMT0020TSFP', 'COMT0035TSFP', 'COMT0044TSFP', 'COMT0037TSFP', 'COMT0032TSFP', 'COMT0014TSFP', 'COMT0019TSFP']