ArrayID time status n AGE n survivalMonth c SEX c invasiveness c Intravesical therapy c systemic chemo c TMN stage c Grade c Classifier.recurrence c Classifier.progression (non-muscle invasive) c Classifier.progression (muscle invasive) c classifier.cancer specific survival c classifier.overall survival c recurrence c progression c overall survival c cancer-specific survival c T c N c M GSM340784 GSM340685 59.87 1 66 59.87 M 1 1 1 T1N0M0 1 2 1 1 1 2 1 T1 0 0 GSM340538 GSM340565 GSM340744 13.93 1 72 13.93 M 1 2 1 T1N0M0 2 1 2 2 1 2 1 T1 0 0 GSM340772 GSM340726 33.70 0 47 33.70 M 1 1 1 TaN0M0 1 1 1 1 1 1 1 Ta 0 0 GSM340543 GSM340777 GSM340781 GSM340648 90.73 0 58 90.73 M 2 1 T2N0M0 1 1 1 1 1 1 1 T2 0 0 GSM340655 85.43 1 88 85.43 F 1 2 1 T1N0M0 2 2 2 1 1 2 1 T1 0 0 GSM340707 43.50 0 64 43.50 M 1 2 1 TaN0M0 1 1 1 2 1 1 1 Ta 0 0 GSM340569 GSM340641 98.23 0 52 98.23 M 1 1 1 T1N0M0 2 2 2 1 1 1 1 T1 0 0 GSM340768 6.73 0 54 6.73 M 1 1 1 T1N0M0 1 1 2 1 1 1 1 T1 0 0 GSM340751 57.87 0 40 57.87 M 1 2 1 T1N0M0 1 1 2 1 1 1 1 T1 0 0 GSM340551 GSM340735 30.70 0 72 30.70 M 1 2 1 T1N0M0 1 2 2 2 1 1 1 T1 0 0 GSM340540 GSM340753 21.23 0 62 21.23 F 1 1 1 TaN0M0 1 2 2 1 1 1 1 Ta 0 0 GSM340749 21.63 0 58 21.63 M 1 2 1 T1N0M0 1 1 1 1 1 1 1 T1 0 0 GSM340644 80.43 1 64 80.43 M 1 1 1 TaN0M0 1 1 1 1 1 2 1 Ta 0 0 GSM340786 GSM340577 GSM340636 121.20 0 65 121.20 F 2 2 T2N0M0 2 1 1 1 1 1 1 T2 0 0 GSM340566 GSM340722 23.53 1 71 23.53 F 1 2 1 T1N0M0 1 1 2 1 1 2 1 T1 0 0 GSM340680 61.33 0 77 61.33 M 1 1 1 T1N0M0 1 2 2 1 1 1 1 T1 0 0 GSM340672 15.10 1 72 15.10 M 2 1 T3bN0M0 2 2 2 2 2 2 2 T3b 0 0 GSM340573 GSM340647 92.83 0 53 92.83 M 1 1 1 T1N0M0 1 2 1 1 1 1 1 T1 0 0 GSM340675 25.03 1 82 25.03 M 1 1 1 T1N0M0 2 2 2 2 1 2 1 T1 0 0 GSM340599 GSM340640 50.30 1 78 50.30 M 1 2 1 TaN0M0 1 1 2 2 2 2 1 Ta 0 0 GSM340589 GSM340677 65.23 0 64 65.23 M 2 1 T2N0M0 2 1 1 1 1 1 1 T2 0 0 GSM340665 8.70 1 78 8.70 M 2 1 T2N1M1 2 2 2 2 1 2 2 T2 1 1 GSM340593 GSM340615 125.03 0 63 125.03 M 1 1 1 TaN0M0 1 1 1 1 1 1 1 Ta 0 0 GSM340614 128.97 0 64 128.97 M 2 2 T3aN0M0 1 2 1 1 1 1 1 T3a 0 0 GSM340763 18.13 0 67 18.13 M 2 2 T2N2M0 1 1 1 1 1 1 1 T2 2 0 GSM340652 65.93 1 83 65.93 M 1 1 1 T1N0M0 1 1 1 2 1 2 1 T1 0 0 GSM340537 GSM340580 GSM340657 83.63 0 79 83.63 M 1 2 1 T1N0M0 1 2 1 2 1 1 1 T1 0 0 GSM340611 18.53 1 67 18.53 M 1 2 1 T1N0M0 1 2 2 2 2 2 2 T1 0 0 GSM340574 GSM340637 98.00 1 74 98.00 M 1 1 1 T1N0M0 1 1 1 1 1 2 1 T1 0 0 GSM340757 79.30 0 65 79.30 M 2 2 T2N0M0 2 1 1 1 2 1 1 T2 0 0 GSM340692 36.30 1 63 36.30 M 1 1 1 T1N0M0 1 1 1 1 1 2 1 T1 0 0 GSM340667 75.70 0 38 75.70 F 1 2 1 T1N0M0 1 1 1 2 1 1 1 T1 0 0 GSM340609 87.07 1 68 87.07 M 1 1 1 T1N0M0 1 2 2 1 1 2 1 T1 0 0 GSM340748 20.83 0 63 20.83 M 1 1 1 T1N0M0 1 1 2 2 1 1 1 T1 0 0 GSM340619 129.67 0 76 129.67 M 1 2 1 T1N0M0 1 1 1 1 1 1 1 T1 0 0 GSM340734 23.57 1 63 23.57 M 1 1 1 TaN0M0 1 2 2 1 1 2 1 Ta 0 0 GSM340561 GSM340557 GSM340716 31.97 1 80 31.97 F 1 2 1 T1N0M0 1 2 2 1 1 2 1 T1 0 0 GSM340727 11.07 1 71 11.07 M 2 2 T4aN0M0 1 2 2 2 2 2 2 T4a 0 0 GSM340666 75.33 0 59 75.33 M 1 2 1 T1N0M0 1 2 2 2 2 1 1 T1 0 0 GSM340775 GSM340740 17.67 1 68 17.67 M 1 2 1 T1N0M0 1 1 1 1 1 2 1 T1 0 0 GSM340785 GSM340539 GSM340564 GSM340547 GSM340649 90.47 0 35 90.47 M 1 1 1 T1N0M0 1 1 1 1 1 1 1 T1 0 0 GSM340562 GSM340699 17.63 1 80 17.63 M 1 1 1 T1N0M0 1 1 2 2 2 2 2 T1 0 0 GSM340760 13.27 1 70 13.27 M 2 2 T4N0M0 2 1 2 2 1 2 2 T4 0 0 GSM340791 GSM340776 GSM340578 GSM340629 50.43 1 82 50.43 M 1 1 1 T1N0M0 1 1 1 1 1 2 1 T1 0 0 GSM340676 67.07 0 67 67.07 M 1 1 1 TaN0M0 1 1 2 1 1 1 1 Ta 0 0 GSM340633 14.57 1 64 14.57 M 2 2 T3bN0M0 2 2 2 2 2 2 2 T3b 0 0 GSM340550 GSM340681 60.90 0 66 60.90 M 1 1 1 T1N0M0 2 1 2 1 1 1 1 T1 0 0 GSM340567 GSM340662 78.83 0 73 78.83 M 1 1 1 T1N0M0 2 2 2 2 2 1 1 T1 0 0 GSM340689 58.43 0 80 58.43 F 1 2 1 T1N0M0 1 1 1 1 1 1 1 T1 0 0 GSM340693 56.47 0 80 56.47 F 2 1 T2N0M0 2 1 2 1 1 1 1 T2 0 0 GSM340570 GSM340625 3.23 1 75 3.23 M 1 1 1 T1N0M0 1 1 1 1 1 2 1 T1 0 0 GSM340600 GSM340739 29.37 0 66 29.37 M 1 1 1 T1N0M0 1 1 2 1 1 1 1 T1 0 0 GSM340656 3.17 1 77 3.17 M 1 1 1 T1N0M0 2 1 2 1 1 2 1 T1 0 0 GSM340720 28.10 0 50 28.10 M 2 1 T2aN0M0 2 1 1 1 2 1 1 T2a 0 0 GSM340591 GSM340686 59.00 0 67 59.00 M 1 2 1 T1N0M0 1 1 1 2 1 1 1 T1 0 0 GSM340604 GSM340738 15.43 1 83 15.43 M 1 1 1 T1N0M0 1 1 1 1 1 2 1 T1 0 0 GSM340712 6.50 1 79 6.50 M 2 1 T2N2M0 2 1 2 2 1 2 2 T2 2 0 GSM340628 120.50 0 56 120.50 M 2 2 T3aN0M0 2 2 1 1 2 1 1 T3a 0 0 GSM340690 58.07 0 68 58.07 M 1 1 1 T1N0M0 1 2 2 1 1 1 1 T1 0 0 GSM340588 GSM340730 32.87 0 67 32.87 M 1 2 1 TaN0M0 1 2 1 1 1 1 1 Ta 0 0 GSM340608 26.90 1 72 26.90 M 1 2 1 T1N0M0 1 1 1 1 1 2 1 T1 0 0 GSM340668 75.13 0 49 75.13 M 1 1 1 TaN0M0 1 1 1 1 1 1 1 Ta 0 0 GSM340745 2.13 1 72 2.13 F 2 1 TaN3M1 2 2 2 2 1 2 2 Ta 3 1 GSM340584 GSM340632 120.60 0 53 120.60 M 1 2 1 T1N0M0 1 2 1 2 1 1 1 T1 0 0 GSM340598 GSM340592 GSM340756 19.00 0 67 19.00 F 1 2 1 TaN0M0 1 1 2 1 1 1 1 Ta 0 0 GSM340621 127.63 0 45 127.63 M 1 2 1 T1N0M0 1 2 1 2 1 1 1 T1 0 0 GSM340721 3.93 1 78 3.93 M 2 1 T2N0M0 2 2 2 2 2 2 2 T2 0 0 GSM340708 44.10 0 68 44.10 M 1 2 1 T1N0M0 2 1 2 1 1 1 1 T1 0 0 GSM340703 47.50 0 57 47.50 M 1 2 1 TaN0M0 1 1 1 2 1 1 1 Ta 0 0 GSM340792 GSM340596 GSM340583 GSM340688 46.17 1 67 46.17 M 1 2 1 T1N0M0 1 1 1 1 1 2 1 T1 0 0 GSM340714 39.77 0 66 39.77 M 2 1 T2bN0M0 2 1 1 1 1 1 1 T2b 0 0 GSM340554 GSM340645 35.70 1 69 35.70 M 1 2 2 T1N0M0 2 2 2 2 2 2 1 T1 0 0 GSM340624 65.93 1 79 65.93 M 1 1 1 T1N0M0 1 1 1 1 1 2 1 T1 0 0 GSM340653 25.83 1 73 25.83 M 2 1 T3bN0M0 2 2 2 2 2 2 2 T3b 0 0 GSM340603 GSM340587 GSM340673 11.23 1 60 11.23 F 2 2 T2N0M0 1 2 2 2 2 2 2 T2 0 0 GSM340790 GSM340670 74.17 0 61 74.17 M 1 1 1 TaN0M0 1 1 1 1 1 1 1 Ta 0 0 GSM340571 GSM340658 83.63 0 79 83.63 M 1 1 1 T1N0M0 1 1 1 1 1 1 1 T1 0 0 GSM340774 GSM340715 38.97 0 61 38.97 M 2 1 T2N0M0 1 2 1 1 1 1 1 T2 0 0 GSM340759 26.43 1 64 26.43 M 2 2 T2N1M1 2 1 2 2 1 2 2 T2 1 1 GSM340544 GSM340779 GSM340728 5.77 1 73 5.77 F 2 1 T3N0M0 2 2 2 2 2 2 2 T3 0 0 GSM340612 129.93 0 58 129.93 M 2 2 T2N0M0 1 1 1 1 1 1 1 T2 0 0 GSM340579 GSM340747 6.87 1 74 6.87 M 2 2 T4N0M1 1 1 1 2 1 2 1 T4 0 1 GSM340630 66.30 1 38 66.30 M 2 2 T2N0M0 1 2 2 2 2 2 2 T2 0 0 GSM340733 17.13 1 60 17.13 M 2 1 T2N0M0 1 1 1 2 1 2 1 T2 0 0 GSM340764 15.37 0 51 15.37 M 2 2 T3aN0M0 1 1 1 1 1 1 1 T3a 0 0 GSM340575 GSM340601 GSM340563 GSM340634 115.83 0 68 115.83 M 2 2 T3aN0M0 2 1 1 1 1 1 1 T3a 0 0 GSM340650 86.07 0 43 86.07 M 1 2 1 T1N0M0 1 1 1 1 1 1 1 T1 0 0 GSM340616 125.27 0 56 125.27 F 1 1 1 TaN0M0 1 1 1 1 1 1 1 Ta 0 0 GSM340782 GSM340607 136.37 0 37 136.37 M 1 1 1 TaN0M0 1 2 1 1 1 1 1 Ta 0 0 GSM340697 17.87 1 60 17.87 M 2 1 T3N0M0 2 2 2 2 2 2 1 T3 0 0 GSM340704 5.23 1 73 5.23 M 2 1 T2N1M0 2 2 2 1 1 2 2 T2 1 0 GSM340766 10.87 0 72 10.87 M 2 1 T2N0M0 2 1 1 1 1 1 1 T2 0 0 GSM340678 11.97 1 73 11.97 M 2 1 T4N0M0 2 1 2 2 1 2 2 T4 0 0 GSM340695 52.97 0 37 52.97 M 1 1 1 T1N0M0 1 1 1 1 1 1 1 T1 0 0 GSM340694 55.50 0 67 55.50 M 2 1 T2N0M0 2 1 1 1 1 1 1 T2 0 0 GSM340590 GSM340639 99.73 0 61 99.73 M 1 1 1 TaN0M0 1 1 1 1 1 1 1 Ta 0 0 GSM340755 20.40 0 45 20.40 M 1 2 1 T1N0M0 2 1 2 1 1 1 1 T1 0 0 GSM340646 51.77 1 75 51.77 F 1 2 1 T1N0M0 2 2 2 2 1 2 1 T1 0 0 GSM340586 GSM340620 16.67 1 61 16.67 M 2 2 T3aN2M1 1 1 2 2 1 2 2 T3a 2 1 GSM340660 81.63 0 62 81.63 M 2 1 T2N0M0 1 1 1 1 1 1 1 T2 0 0 GSM340737 29.73 0 64 29.73 M 1 2 1 T1N0M0 1 2 2 2 1 1 1 T1 0 0 GSM340606 136.97 0 54 136.97 F 1 1 1 TaN0M0 1 1 1 1 1 1 1 Ta 0 0 GSM340741 28.47 0 63 28.47 M 1 2 1 T1N0M0 1 1 1 1 1 1 1 T1 0 0 GSM340732 7.10 1 78 7.10 F 2 1 T3N1M0 2 2 2 2 2 2 2 T3 1 0 GSM340631 120.17 0 55 120.17 M 1 1 1 TaN0M0 1 2 1 1 1 1 1 Ta 0 0 GSM340558 GSM340761 6.40 1 66 6.40 M 2 2 T3NxM0 2 2 2 2 2 2 2 T3 x 0 GSM340752 21.23 0 80 21.23 F 1 1 1 T1N0M0 2 2 2 1 1 1 1 T1 0 0 GSM340549 GSM340746 22.27 0 66 22.27 M 2 1 T2N0M0 2 1 1 1 1 1 1 T2 0 0 GSM340663 78.73 0 79 78.73 M 1 2 1 T1N0M0 2 2 2 1 1 1 1 T1 0 0 GSM340724 34.87 0 43 34.87 M 1 2 1 TaN0M0 1 1 1 1 1 1 1 Ta 0 0 GSM340770 GSM340623 3.13 1 71 3.13 F 2 1 T4N2M1 2 2 2 2 1 2 2 T4 2 1 GSM340618 1.03 1 75 1.03 M 2 2 T4N0M0 1 2 2 2 1 2 2 T4 0 0 GSM340654 10.27 1 51 10.27 M 2 2 T3bN2M0 2 1 2 2 1 2 2 T3b 2 0 GSM340769 5.30 0 62 5.30 M 2 1 T2aN0M0 2 1 1 1 1 1 1 T2a 0 0 GSM340555 GSM340718 36.83 0 55 36.83 M 2 2 T2aN0M0 1 1 1 1 1 1 1 T2a 0 0 GSM340711 41.80 0 63 41.80 F 1 2 1 T1N0M0 1 2 2 1 1 1 1 T1 0 0 GSM340787 GSM340582 GSM340595 GSM340552 GSM340709 5.93 1 59 5.93 F 2 1 T2N0M0 1 1 1 2 1 2 1 T2 0 0 GSM340669 75.13 0 62 75.13 M 1 1 1 T1N0M0 1 2 2 2 1 1 1 T1 0 0 GSM340725 34.23 0 80 34.23 M 2 1 T3N1M0 2 1 1 1 1 1 1 T3 1 0 GSM340622 124.53 0 58 124.53 M 1 1 1 TaN0M0 1 1 2 2 2 1 1 Ta 0 0 GSM340659 70.93 1 63 70.93 M 1 2 1 T1N0M0 1 1 2 1 1 2 1 T1 0 0 GSM340642 106.03 0 65 106.03 M 1 2 1 T1N0M0 1 2 1 2 1 1 1 T1 0 0 GSM340702 4.50 1 65 4.50 F 2 2 T4N1M1 1 2 2 2 1 2 2 T4 1 1 GSM340679 62.00 0 67 62.00 M 1 2 1 T1N0M0 1 1 2 1 1 1 1 T1 0 0 GSM340719 36.57 0 52 36.57 M 1 2 1 T1N0M0 1 1 1 1 1 1 1 T1 0 0 GSM340548 GSM340541 GSM340682 60.20 0 79 60.20 M 1 2 1 T1N0M0 1 2 2 1 1 1 1 T1 0 0 GSM340651 134.97 1 66 134.97 M 1 2 1 T1N0M0 1 2 2 2 2 2 1 T1 0 0 GSM340778 GSM340780 GSM340610 15.30 1 80 15.30 M 1 1 1 T1N0M0 1 1 2 1 1 2 1 T1 0 0 GSM340713 41.07 0 44 41.07 M 1 2 1 T1N0M0 1 2 2 2 1 1 1 T1 0 0 GSM340545 GSM340568 GSM340643 95.30 0 69 95.30 M 1 2 1 T1N0M0 1 1 1 1 1 1 1 T1 0 0 GSM340597 GSM340701 48.43 0 59 48.43 F 2 2 T3bN0M0 2 2 2 1 1 1 1 T3b 0 0 GSM340767 10.03 0 70 10.03 F 2 1 T2N0M0 1 2 2 2 2 1 1 T2 0 0 GSM340556 GSM340626 120.60 0 63 120.60 M 1 1 1 T1N0M0 1 2 1 1 1 1 1 T1 0 0 GSM340576 GSM340706 45.13 0 66 45.13 M 2 1 T2N0M0 2 2 2 2 1 1 1 T2 0 0 GSM340542 GSM340627 22.67 1 68 22.67 F 1 2 1 T1N0M0 1 2 2 2 1 2 1 T1 0 0 GSM340602 GSM340553 GSM340698 28.53 1 74 28.53 M 1 2 1 T1N0M0 2 2 2 2 2 2 1 T1 0 0 GSM340674 69.43 0 60 69.43 M 2 1 T2N0M0 2 1 1 1 1 1 1 T2 0 0 GSM340789 GSM340687 58.73 0 68 58.73 F 1 2 1 T1N0M0 1 2 2 2 1 1 1 T1 0 0 GSM340683 59.60 0 48 59.60 M 1 2 1 T1N0M0 1 1 2 1 1 1 1 T1 0 0 GSM340754 20.47 0 24 20.47 M 1 2 1 T1N0M0 1 1 1 1 1 1 1 T1 0 0 GSM340736 30.10 0 68 30.10 M 1 2 1 T1N0M0 2 1 2 1 1 1 1 T1 0 0 GSM340696 11.50 1 71 11.50 M 2 1 T3N1M0 2 2 2 2 2 2 2 T3 1 0 GSM340705 45.60 0 66 45.60 M 2 2 T3bN0M0 2 1 1 1 1 1 1 T3b 0 0 GSM340750 21.40 0 70 21.40 M 1 1 1 TaN0M0 1 1 2 1 1 1 1 Ta 0 0 GSM340710 31.53 1 66 31.53 M 1 1 1 T1N0M0 2 1 2 1 1 2 1 T1 0 0 GSM340743 23.57 0 84 23.57 M 1 2 1 T1N0M0 1 2 2 1 1 1 1 T1 0 0 GSM340617 130.60 0 69 130.60 M 1 1 1 T1N0M0 1 1 1 1 1 1 1 T1 0 0 GSM340729 33.07 0 87 33.07 M 2 1 T2N0M0 1 1 1 1 1 1 1 T2 0 0 GSM340742 23.90 0 45 23.90 F 1 2 1 T1N0M0 1 2 2 2 1 1 1 T1 0 0 GSM340585 GSM340605 18.17 1 78 18.17 M 1 2 1 T1N0M0 1 2 1 2 1 2 1 T1 0 0 GSM340771 GSM340559 GSM340765 11.80 0 42 11.80 M 2 2 T4N2M0 2 1 2 1 1 1 1 T4 2 0 GSM340788 GSM340671 16.23 1 74 16.23 M 1 2 1 T1N0M0 2 2 2 2 1 2 1 T1 0 0 GSM340664 70.73 1 59 70.73 M 1 2 1 TaN0M0 1 2 2 2 2 2 1 Ta 0 0 GSM340731 9.23 1 82 9.23 M 2 1 T2N0M0 2 2 1 2 1 2 1 T2 0 0 GSM340684 10.40 1 76 10.40 M 2 2 T4N0M0 2 2 2 2 2 2 2 T4 0 0 GSM340661 80.20 0 67 80.20 M 1 1 1 T1N0M0 1 2 1 2 1 1 1 T1 0 0 GSM340783 GSM340635 106.60 0 65 106.60 M 1 1 1 TaN0M0 1 2 1 2 1 1 1 Ta 0 0 GSM340758 15.47 1 59 15.47 F 2 2 T4N1M0 2 2 2 2 2 2 2 T4 1 0 GSM340700 15.40 1 85 15.40 M 2 1 T2N0M0 2 2 2 2 2 2 2 T2 0 0 GSM340594 GSM340717 37.30 0 57 37.30 M 1 2 1 T1N0M0 1 1 1 1 1 1 1 T1 0 0 GSM340762 10.67 1 77 10.67 M 2 1 T4aN0M0 2 1 1 1 1 2 2 T4a 0 0 GSM340572 GSM340581 GSM340546 GSM340723 15.10 1 81 15.10 F 2 1 T3N0M0 2 2 2 2 2 2 2 T3 0 0 GSM340560 GSM340691 57.63 0 32 57.63 F 1 2 1 T1N0M0 1 2 1 2 1 1 1 T1 0 0 GSM340773 GSM340638 67.03 1 67 67.03 M 1 2 1 T1N0M0 1 2 2 2 2 2 2 T1 0 0 GSM340613 12.57 1 77 12.57 F 2 1 T3bN0M0 2 2 2 2 1 2 2 T3b 0 0