censor: 0: in remission; 1: relapse; 2: competing event wbc: 1: <10x10^9/L; 2: 10-50x10^9/L; 3: 50-100x10^9/L; 4:>100x10^9/L age: 1: <10y; 2:>10y note Log_signal DFS_y censor subtype wbc age_dx BCR-ABL-#1 11.56752834 0.150684932 0 BCR-ABL 4 1 BCR-ABL-#2 12.22812723 0.276712329 0 BCR-ABL 1 1 BCR-ABL-#3 11.36199859 1.942465753 2 BCR-ABL 1 2 BCR-ABL-C1 12.50183718 8.638356164 0 BCR-ABL 2 2 BCR-ABL-Hyperdip-R5 11.77029223 0.454794521 1 BCR-ABL 1 2 BCR-ABL-R1 12.05185468 2.567123288 1 BCR-ABL 4 2 BCR-ABL-R2 11.91714827 0.723287671 1 BCR-ABL 2 2 BCR-ABL-R3 11.48919569 2.493150685 1 BCR-ABL 3 1 BCR-ABL-R4 12.62260096 2.060273973 1 BCR-ABL 2 2 E2A-PBX1-2M#1 12.18623807 3.506849315 2 B-other 4 2 E2A-PBX1-C1 11.56434006 11.9890411 0 B-other 4 1 E2A-PBX1-C10 11.16572355 6.747945205 0 B-other 3 1 E2A-PBX1-C11 12.32268869 6.720547945 0 B-other 2 1 E2A-PBX1-C12 11.74302513 3.460273973 1 B-other 3 1 E2A-PBX1-C2 11.61222347 9.238356164 0 B-other 2 1 E2A-PBX1-C3 11.55885116 10.16438356 0 B-other 4 1 E2A-PBX1-C4 12.14462638 7.887671233 0 B-other 3 1 E2A-PBX1-C5 11.91707366 7.238356164 0 B-other 4 1 E2A-PBX1-C6 12.01705197 8.665753425 0 B-other 2 1 E2A-PBX1-C7 12.08805942 8.42739726 0 B-other 4 1 E2A-PBX1-C8 11.63172274 8.208219178 0 B-other 1 1 E2A-PBX1-C9 12.74094021 7.37260274 0 B-other 1 2 E2A-PBX1-R1 11.49024921 7.717808219 0 B-other 3 1 Hyperdip>50-#1 11.5881993 0.252054795 0 Hyperdiploid 1 1 Hyperdip>50-#2 12.12792986 1.797260274 0 Hyperdiploid 1 2 Hyperdip>50-2M#1 12.20698381 2.049315068 2 Hyperdiploid 1 1 Hyperdip>50-2M#2 11.52277767 1.309589041 2 Hyperdiploid 4 1 Hyperdip>50-C1 11.23212108 12.36438356 0 Hyperdiploid 1 1 Hyperdip>50-C10 12.41076932 10.75068493 0 Hyperdiploid 2 1 Hyperdip>50-C11 12.21750338 10.12876712 0 Hyperdiploid 3 1 Hyperdip>50-C12 11.82428257 9.432876712 0 Hyperdiploid 2 1 Hyperdip>50-C13 12.09796627 9.323287671 0 TEL-AML1 1 1 Hyperdip>50-C14 12.04083765 9.671232877 0 Hyperdiploid 1 2 Hyperdip>50-C15 11.69091465 6.504109589 0 Hyperdiploid 1 1 Hyperdip>50-C16 12.61097867 10.23561644 0 Hyperdiploid 1 2 Hyperdip>50-C17 12.03173566 10.13972603 0 Hyperdiploid 1 1 Hyperdip>50-C18 12.52938175 10.05205479 0 Hyperdiploid 3 1 Hyperdip>50-C19 11.51688189 8.071232877 0 Hyperdiploid 1 2 Hyperdip>50-C2 13.23925542 12.55890411 0 Hyperdiploid 1 2 Hyperdip>50-C20 11.43452398 9.6 0 Hyperdiploid 1 1 Hyperdip>50-C21 11.76524465 8.567123288 0 Hyperdiploid 2 2 Hyperdip>50-C22 12.32201263 8.531506849 0 Hyperdiploid 3 1 Hyperdip>50-C23 12.64056128 8.830136986 0 Hyperdiploid 3 1 Hyperdip>50-C24 11.97093272 8.230136986 0 Hyperdiploid 2 1 Hyperdip>50-C25 12.33284777 8.419178082 0 Hyperdiploid 1 1 Hyperdip>50-C26 12.54237898 7.761643836 0 Hyperdiploid 2 1 Hyperdip>50-C27-N 12.68413495 7.967123288 0 Hyperdiploid 1 2 Hyperdip>50-C28 12.13715126 8 0 Hyperdiploid 1 1 Hyperdip>50-C29 11.56271943 8.2 0 Hyperdiploid 1 1 Hyperdip>50-C3 11.99922491 12.13424658 0 Hyperdiploid 3 1 Hyperdip>50-C30 12.43889579 8.060273973 0 Hyperdiploid 2 1 Hyperdip>50-C31 12.10587578 8.257534247 0 Hyperdiploid 2 1 Hyperdip>50-C32 11.93939556 7.471232877 0 Hyperdiploid 2 2 Hyperdip>50-C33 11.81658371 7.939726027 0 Hyperdiploid 1 2 Hyperdip>50-C34 11.15114342 7.517808219 0 Hyperdiploid 1 1 Hyperdip>50-C35 12.88577262 7.430136986 0 Hyperdiploid 2 1 Hyperdip>50-C36 12.40077272 7.295890411 0 Hyperdiploid 1 1 Hyperdip>50-C37 12.1758302 7.482191781 0 Hyperdiploid 2 1 Hyperdip>50-C38 12.29774741 7.536986301 0 Hyperdiploid 1 1 Hyperdip>50-C39 12.25718156 7.476712329 0 Hyperdiploid 2 1 Hyperdip>50-C4 12.1135794 12.31780822 0 Hyperdiploid 1 2 Hyperdip>50-C40 12.64761582 6.265753425 0 Hyperdiploid 1 1 Hyperdip>50-C41 12.02883847 7.104109589 0 Hyperdiploid 1 1 Hyperdip>50-C42 12.92137608 6.690410959 0 Hyperdiploid 2 1 Hyperdip>50-C5 11.92392168 11.65205479 0 Hyperdiploid 1 1 Hyperdip>50-C6 11.98875568 11.1369863 0 Hyperdiploid 2 1 Hyperdip>50-C7 12.38238086 10.84109589 0 Hyperdiploid 3 1 Hyperdip>50-C8 11.8740592 10.64657534 0 Hyperdiploid 2 2 Hyperdip>50-C9 12.41774705 10.27945205 0 Hyperdiploid 1 1 Hyperdip>50-R1 12.22216094 3.191780822 1 Hyperdiploid 1 2 Hyperdip>50-R2 8.988968654 3.260273973 1 Hyperdiploid 1 1 Hyperdip>50-R3 12.02534723 3.652054795 1 Hyperdiploid 1 2 Hyperdip>50-R4 12.34667993 4.443835616 1 Hyperdiploid 3 1 Hyperdip>50-R5 12.11845447 3.249315068 1 Hyperdiploid 1 1 Hyperdip47-50-2M#1 11.37395266 4.005479452 2 B-other 1 2 Hyperdip47-50-C1 11.64655871 12.54246575 0 B-other 1 2 Hyperdip47-50-C10 11.55909024 7.991780822 0 B-other 2 1 Hyperdip47-50-C11 12.52258153 7.789041096 0 B-other 1 1 Hyperdip47-50-C12 12.13884774 7.632876712 0 B-other 2 1 Hyperdip47-50-C13 12.24798683 7.109589041 0 B-other 2 2 Hyperdip47-50-C14-N 11.50843856 7.180821918 0 B-other 2 2 Hyperdip47-50-C15 11.66235684 6.704109589 0 B-other 2 2 Hyperdip47-50-C17 11.89428726 6.468493151 0 B-other 4 1 Hyperdip47-50-C18 10.56300555 6.580821918 0 B-other 2 1 Hyperdip47-50-C19 12.0564345 6.542465753 0 B-other 1 2 Hyperdip47-50-C2 10.96087076 11.77534247 0 B-other 1 1 Hyperdip47-50-C3-N 12.31868402 9.945205479 1 B-other 1 2 Hyperdip47-50-C4 11.95702947 10.11780822 0 B-other 2 1 Hyperdip47-50-C5 11.57279495 10.37260274 0 B-other 4 2 Hyperdip47-50-C6 14.51067764 9.553424658 0 B-other 3 1 Hyperdip47-50-C7 10.37123213 8.860273973 0 B-other 1 1 Hyperdip47-50-C8 11.89352907 8.616438356 0 B-other 4 1 Hyperdip47-50-C9 11.52806335 7.98630137 0 B-other 1 1 Hypodip-2M#1 11.48295917 1.164383562 2 B-other 1 1 Hypodip-2M#2 10.97656412 4.484931507 2 B-other 1 2 Hypodip-C1 12.33982217 12.96164384 0 B-other 4 1 Hypodip-C2 11.89841244 10.40273973 0 B-other 4 1 Hypodip-C3 11.49220371 8.734246575 0 B-other 2 1 Hypodip-C4 12.07236712 8.695890411 0 B-other 3 2 Hypodip-C5 12.03933035 7.476712329 0 B-other 4 1 Hypodip-C6 11.26244725 6.534246575 0 B-other 2 2 MLL-2M#1 12.62182295 2.060273973 2 MLL rearranged 4 1 MLL-2M#2 12.38626669 4.882191781 2 MLL rearranged 4 2 MLL-C1 12.08560524 12.46027397 0 MLL rearranged 4 2 MLL-C2 11.42904053 9.608219178 0 MLL rearranged 3 1 MLL-C3 11.98124617 8.898630137 0 MLL rearranged 2 1 MLL-C4 11.96206455 8.150684932 0 MLL rearranged 4 1 MLL-R2 12.06420384 1.221917808 1 MLL rearranged 4 2 MLL-R3 11.9915927 0.493150685 1 MLL rearranged 4 2 Normal-#1 11.46505617 0.939726027 2 B-other 1 2 Normal-#2 12.03761559 0.37260274 2 B-other 3 2 Normal-#3 11.71089251 2.073972603 1 B-other 1 2 Normal-C10 11.01297365 6.802739726 0 B-other 4 1 Normal-C11-N 11.8368788 6.504109589 0 B-other 1 2 Normal-C12 12.52368446 6.42739726 0 B-other 1 1 Normal-C1-N 12.39740724 6.438356164 0 B-other 1 1 Normal-C2-N 11.73449794 11.04931507 0 B-other 3 1 Normal-C3-N 10.75380173 9.816438356 0 B-other 2 1 Normal-C4-N 11.5219439 8.778082192 0 B-other 2 2 Normal-C5 11.74819285 8.380821918 0 B-other 1 1 Normal-C6 12.00982862 6.438356164 1 B-other 2 1 Normal-C7-N 12.62609686 6.682191781 0 B-other 1 2 Normal-C8 12.31811909 7.575342466 0 B-other 1 2 Normal-C9 11.93542291 7.443835616 0 B-other 3 1 Normal-R1 11.74037107 3.44109589 1 B-other 4 2 Normal-R2-N 11.91071767 5.265753425 1 B-other 2 1 Normal-R3 11.30759929 3.331506849 1 B-other 1 1 Normal-R4 12.04909979 4.328767123 1 B-other 2 2 Pseudodip-#1 11.95630355 2.02739726 1 B-other 4 1 Pseudodip-#2 13.20145008 0.906849315 0 B-other 1 1 Pseudodip-C1 11.95695689 7.906849315 1 B-other 2 1 Pseudodip-C10 12.3376219 9.821917808 0 B-other 3 1 Pseudodip-C11 10.88638248 9.547945205 0 B-other 2 2 Pseudodip-C12 13.19022594 9.021917808 0 B-other 1 1 Pseudodip-C13 12.47446646 8.605479452 0 B-other 1 2 Pseudodip-C14 12.06629105 7.780821918 0 B-other 2 1 Pseudodip-C15 11.52017667 8.589041096 0 B-other 2 1 Pseudodip-C16-N 12.48177421 8.487671233 0 B-other 1 1 Pseudodip-C17 12.47613863 7.57260274 0 B-other 2 1 Pseudodip-C18 12.42841252 5.698630137 1 B-other 2 2 Pseudodip-C19 12.09556186 6.764383562 0 B-other 1 2 Pseudodip-C2-N 11.11543387 10.59178082 0 B-other 2 1 Pseudodip-C3 12.26637663 11.7369863 0 B-other 3 1 Pseudodip-C4 9.715104009 10.48219178 0 B-other 2 2 Pseudodip-C5 11.59595674 10.6739726 0 B-other 4 1 Pseudodip-C6 11.85809759 10.69863014 0 B-other 1 1 Pseudodip-C7 12.08749599 10.5890411 0 B-other 1 1 Pseudodip-C8 11.76487159 8.608219178 0 B-other 3 2 Pseudodip-C9 11.74525414 10.61917808 0 B-other 1 1 Pseudodip-R1-N 11.11777295 5.917808219 1 B-other 3 2 T-ALL-#1 12.49583005 3.767123288 1 T-lineage 2 2 T-ALL-#2 12.10095794 2.884931507 1 T-lineage 3 1 T-ALL-#3 12.01028332 0.22739726 0 T-lineage 3 2 T-ALL-#4 11.99399979 1.747945205 1 T-lineage 4 1 T-ALL-2M#1 11.77898058 2.419178082 2 T-lineage 4 2 T-ALL-C1 10.6617781 12.44657534 0 T-lineage 3 1 T-ALL-C10 12.49924796 9.284931507 0 T-lineage 3 1 T-ALL-C11 11.52742813 9.276712329 0 T-lineage 3 1 T-ALL-C12 12.23735936 9.326027397 0 T-lineage 4 1 T-ALL-C13 12.11012439 8.835616438 0 T-lineage 4 2 T-ALL-C14 11.9239588 8.873972603 0 T-lineage 4 2 T-ALL-C15 12.75141853 8.471232877 1 T-lineage 4 1 T-ALL-C16 11.59549061 7.449315068 0 T-lineage 1 2 T-ALL-C17 11.99513115 3.605479452 0 T-lineage 4 2 T-ALL-C18 12.15298193 6.208219178 0 T-lineage 4 2 T-ALL-C19 11.95757367 7.419178082 0 T-lineage 4 1 T-ALL-C2 11.50610919 8.265753425 2 T-lineage 4 1 T-ALL-C20 12.84533323 7.742465753 0 T-lineage 4 1 T-ALL-C21 11.83320636 4.654794521 1 T-lineage 4 1 T-ALL-C22 12.34290803 6.57260274 0 T-lineage 2 2 T-ALL-C23 11.88744911 6.512328767 0 T-lineage 2 1 T-ALL-C24 12.16854677 6.498630137 0 T-lineage 4 2 T-ALL-C25 10.90260122 2.531506849 1 T-lineage 2 1 T-ALL-C26 11.68466097 6.520547945 0 T-lineage 4 1 T-ALL-C3 12.50275723 11.43287671 0 T-lineage 4 1 T-ALL-C4 11.51392494 11.63013699 0 T-lineage 3 1 T-ALL-C5 12.39515922 11.81369863 0 T-lineage 3 2 T-ALL-C6 12.00334222 10.43835616 0 T-lineage 1 2 T-ALL-C7 12.40407714 10.33424658 0 T-lineage 3 1 T-ALL-C8 9.98456087 9.956164384 0 T-lineage 2 2 T-ALL-C9 12.28875075 9.594520548 0 T-lineage 4 2 T-ALL-R2 12.34906002 0.712328767 1 T-lineage 4 1 T-ALL-R3 11.842036 1.232876712 1 T-lineage 4 1 T-ALL-R4 12.28762582 1.77260274 1 T-lineage 2 2 T-ALL-R5 12.14990586 0.183561644 1 T-lineage 1 2 T-ALL-R6 12.45560977 0.095890411 1 T-lineage 4 2 T-ALL-R7 12.05663772 1.301369863 1 T-lineage 4 2 T-ALL-R8preblood 11.8082 2.723287671 1 T-lineage 4 2 TEL-AML1-#1 12.82676694 2.046575342 1 TEL-AML1 1 1 TEL-AML1-#2 12.85986475 3.684931507 2 TEL-AML1 1 1 TEL-AML1-#3 12.96870279 2.920547945 2 TEL-AML1 2 1 TEL-AML1-#4 13.38184033 0.194520548 0 TEL-AML1 3 1 TEL-AML1-2M#1 13.04734548 4.238356164 2 TEL-AML1 4 1 TEL-AML1-2M#2 13.86014613 6.123287671 2 TEL-AML1 2 2 TEL-AML1-2M#3 13.84434289 2.416438356 2 TEL-AML1 2 1 TEL-AML1-2M#4 12.84979602 3.479452055 2 TEL-AML1 1 1 TEL-AML1-2M#5 14.04748181 3.77260274 2 TEL-AML1 1 1 TEL-AML1-C1 13.47120525 12.6109589 0 TEL-AML1 2 1 TEL-AML1-C10 13.68208384 11.82739726 0 TEL-AML1 1 1 TEL-AML1-C11 13.73401096 11.66849315 0 TEL-AML1 2 1 TEL-AML1-C12 12.93990973 11.54794521 0 TEL-AML1 1 1 TEL-AML1-C13 13.16256442 11.19452055 0 TEL-AML1 2 1 TEL-AML1-C14 13.39565462 11.18082192 0 TEL-AML1 3 1 TEL-AML1-C15 13.24219162 10.74246575 0 TEL-AML1 1 1 TEL-AML1-C16 12.7055028 10.50684932 0 TEL-AML1 3 1 TEL-AML1-C17 13.21407622 10.58630137 0 TEL-AML1 2 1 TEL-AML1-C18 13.84463712 10.85479452 0 TEL-AML1 2 1 TEL-AML1-C19 13.31465405 10.62465753 0 TEL-AML1 2 1 TEL-AML1-C2 13.17945818 12.46027397 0 TEL-AML1 2 1 TEL-AML1-C20 13.55137182 10.08219178 0 TEL-AML1 1 1 TEL-AML1-C21 12.82213262 10.2 0 TEL-AML1 1 1 TEL-AML1-C22 13.73301532 8.75890411 0 TEL-AML1 1 1 TEL-AML1-C23 13.15399529 10.39178082 0 TEL-AML1 3 1 TEL-AML1-C24 13.06204614 9.452054795 0 TEL-AML1 2 2 TEL-AML1-C25 13.75146037 10.56438356 0 TEL-AML1 3 1 TEL-AML1-C26 13.75683775 10.35616438 0 TEL-AML1 2 1 TEL-AML1-C27 13.87772508 10.16712329 0 TEL-AML1 2 1 TEL-AML1-C28 12.55844463 9.473972603 0 TEL-AML1 2 1 TEL-AML1-C29 13.08892071 9.528767123 0 TEL-AML1 1 1 TEL-AML1-C3 14.15039784 12.58630137 0 TEL-AML1 3 1 TEL-AML1-C30 13.60499329 4.515068493 0 TEL-AML1 3 1 TEL-AML1-C31 14.08616111 9.709589041 0 TEL-AML1 2 1 TEL-AML1-C32 13.57863215 10.00273973 0 TEL-AML1 1 1 TEL-AML1-C33 13.63453882 9.802739726 0 TEL-AML1 1 1 TEL-AML1-C34 13.71301054 9.632876712 0 TEL-AML1 1 1 TEL-AML1-C35 12.76348212 9.57260274 0 TEL-AML1 2 1 TEL-AML1-C36 13.09105516 9.065753425 0 TEL-AML1 1 1 TEL-AML1-C37 13.61839697 9.282191781 0 TEL-AML1 2 1 TEL-AML1-C38 13.16995631 8.58630137 0 TEL-AML1 2 1 TEL-AML1-C39 13.63756451 8.287671233 0 TEL-AML1 1 1 TEL-AML1-C4 13.1343461 12.3369863 0 TEL-AML1 2 1 TEL-AML1-C40 13.08219895 8.898630137 0 TEL-AML1 2 1 TEL-AML1-C41 13.06280507 8.460273973 0 TEL-AML1 1 1 TEL-AML1-C42 13.48032319 8.789041096 0 TEL-AML1 2 2 TEL-AML1-C43 13.70572957 6.361643836 0 TEL-AML1 3 1 TEL-AML1-C44 13.84872073 8.556164384 0 TEL-AML1 3 1 TEL-AML1-C45 13.75651463 8.438356164 0 TEL-AML1 2 1 TEL-AML1-C46 13.63192732 5.887671233 0 TEL-AML1 2 1 TEL-AML1-C47 13.1401108 7.495890411 0 TEL-AML1 1 2 TEL-AML1-C48 13.24058266 7.509589041 0 TEL-AML1 1 1 TEL-AML1-C49 12.71454605 7.64109589 0 TEL-AML1 1 1 TEL-AML1-C5 13.64805418 11.73150685 0 TEL-AML1 2 1 TEL-AML1-C50 13.65116384 6.884931507 0 TEL-AML1 2 2 TEL-AML1-C51 13.50509201 6.523287671 0 TEL-AML1 4 1 TEL-AML1-C52 13.27594988 6.479452055 0 TEL-AML1 2 1 TEL-AML1-C53 12.02569327 4.298630137 1 TEL-AML1 1 1 TEL-AML1-C54 14.15169046 6.624657534 0 TEL-AML1 3 1 TEL-AML1-C55 13.72882398 6.717808219 0 TEL-AML1 1 1 TEL-AML1-C56 13.56770658 6.668493151 0 TEL-AML1 2 1 TEL-AML1-C57 13.57107711 5.569863014 0 TEL-AML1 1 1 TEL-AML1-C6 14.06468383 11.46575342 0 TEL-AML1 1 1 TEL-AML1-C7 13.29380211 12.0109589 0 TEL-AML1 2 1 TEL-AML1-C8 13.45041226 11.93150685 0 TEL-AML1 1 1 TEL-AML1-C9 12.85102673 11.85479452 0 TEL-AML1 2 1 TEL-AML1-R1 13.24467601 5.550684932 1 TEL-AML1 1 1 TEL-AML1-R2 12.83079247 2.947945205 1 TEL-AML1 2 1 TEL-AML1-R3 11.99230109 3.317808219 1 TEL-AML1 2 1