Expression of ANKRD20A4 in lung cancer - The Human Protein Atlas

LUNG SQUAMOUS CELL CARCINOMA (LUSC) - Interactive survival scatter plotⁱ

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisⁱ

Survival analysis data not available.

TCGA RNA samplesⁱ

Average FPKM

0.0

Number of samples

494

Samples

Sample	Description	FPKM
TCGA-43-6143-01A	70 years, male, white, stage:ib, alive, 699 days	0.3
TCGA-77-8156-01A	60 years, male, stage:ib, alive, 1106 days	0.2
TCGA-60-2704-01A	73 years, male, white, stage:iib, dead, 1154 days	0.2
TCGA-21-5782-01A	68 years, female, white, stage:ib, dead, 962 days	0.2
TCGA-58-8391-01A	57 years, female, white, stage:iiia, alive, 2167 days	0.2
TCGA-34-5927-01A	70 years, female, white, stage:ia, alive, 1361 days	0.2
TCGA-22-5483-01A	74 years, male, white, stage:iia, dead, 573 days	0.1
TCGA-21-1072-01A	75 years, male, white, stage:ib, alive, 3016 days	0.1
TCGA-46-6026-01A	81 years, male, white, stage:iib, alive, 423 days	0.1
TCGA-L3-A524-01A	45 years, female, white, stage:iib, dead, 490 days	0.1
TCGA-37-A5EM-01A	49 years, male, white, stage:ii, alive, 867 days	0.1
TCGA-66-2794-01A	64 years, male, stage:iiib, alive, 1645 days	0.1
TCGA-63-A5MV-01A	69 years, male, stage:iia, alive, 1100 days	0.1
TCGA-J1-A4AH-01A	70 years, male, white, stage:iia, alive, 581 days	0.1
TCGA-22-4601-01A	73 years, female, white, stage:iiia, dead, 1057 days	0.1
TCGA-21-1075-01A	57 years, male, white, stage:iib, alive, 2134 days	0.1
TCGA-22-0944-01A	61 years, male, white, stage:ib, dead, 223 days	0.1
TCGA-NC-A5HJ-01A	59 years, male, white, stage:iib, dead, 418 days	0.1
TCGA-85-8353-01A	72 years, male, white, stage:iiia, dead, 94 days	0.1
TCGA-56-7223-01A	66 years, male, white, stage:iiia, dead, 442 days	0.1
TCGA-68-A59J-01A	74 years, female, white, stage:ib, alive, 409 days	0.1
TCGA-77-8133-01A	74 years, male, stage:iia, dead, 1640 days	0.1
TCGA-63-A5MB-01A	62 years, male, stage:ib, alive, 3123 days	0.1
TCGA-66-2786-01A	68 years, female, stage:ia, alive, 790 days	0.1
TCGA-77-8148-01A	68 years, male, stage:iiia, alive, 2023 days	0.1
TCGA-90-7766-01A	66 years, female, white, stage:ia, alive, 289 days	0.1
TCGA-77-6842-01A	79 years, male, white, stage:iib, dead, 899 days	0.1
TCGA-37-4129-01A	52 years, female, white, stage:ia, alive, 242 days	0.1
TCGA-52-7809-01A	74 years, male, white, stage:ib, dead, 166 days	0.1
TCGA-34-5240-01A	73 years, female, white, stage:iib, alive, 1541 days	0.1
TCGA-18-4083-01A	63 years, male, white, stage:iib, dead, 188 days	0.1
TCGA-85-A512-01A	46 years, male, white, stage:iia, alive, 465 days	0.1
TCGA-58-A46J-01A	64 years, male, white, stage:iib, alive, 2589 days	0.1
TCGA-63-A5MI-01A	65 years, male, stage:iiia, alive, 1784 days	0.1
TCGA-NC-A5HP-01A	69 years, male, white, stage:iv, dead, 770 days	0.1
TCGA-39-5035-01A	72 years, female, white, stage:ia, alive, 2080 days	0.1
TCGA-68-7757-01B	74 years, male, white, stage:ia, alive, 211 days	0.1
TCGA-85-8052-01A	53 years, male, white, stage:iib, alive, 734 days	0.1
TCGA-85-8072-01A	60 years, male, white, stage:ia, alive, 932 days	0.1
TCGA-NC-A5HL-01A	73 years, male, white, stage:iia, dead, 88 days	0.1
TCGA-39-5021-01A	70 years, male, white, stage:ib, dead, 2086 days	0.1
TCGA-NC-A5HT-01A	69 years, male, white, stage:iiia, alive, 804 days	0.1
TCGA-77-7141-01A	64 years, male, white, stage:ib, alive, 15 days	0.1
TCGA-98-A53C-01A	77 years, female, white, stage:ia, alive, 822 days	0.1
TCGA-63-A5MP-01A	57 years, male, stage:iib, alive, 769 days	0.1
TCGA-66-2757-01A	65 years, female, stage:ia, dead, 1338 days	0.1
TCGA-85-8479-01A	66 years, male, white, stage:ia, alive, 468 days	0.1
TCGA-NC-A5HQ-01A	70 years, male, white, stage:iiia, dead, 448 days	0.1
TCGA-60-2726-01A	56 years, male, white, stage:iia, dead, 358 days	0.1
TCGA-43-2578-01A	59 years, female, white, stage:ia, dead, 684 days	0.1
TCGA-43-7658-01A	75 years, female, white, stage:ia, dead, 2378 days	0.1
TCGA-39-5019-01A	70 years, male, white, stage:ib, alive, 3387 days	0.1
TCGA-18-4721-01A	74 years, male, white, stage:ia, alive, 4694 days	0.1
TCGA-58-A46K-01A	59 years, male, white, stage:iiia, dead, 1045 days	0.1
TCGA-63-A5MS-01A	78 years, male, stage:ib, alive, 2381 days	0.1
TCGA-60-2703-01A	73 years, male, white, stage:iib, dead, 2945 days	0.1
TCGA-33-4587-01A	63 years, female, white, stage:ib, dead, 1656 days	0.0
TCGA-63-A5MM-01A	69 years, female, stage:iib, dead, 456 days	0.0
TCGA-34-5231-01A	72 years, male, white, stage:ia, dead, 1984 days	0.0
TCGA-21-1080-01A	66 years, male, white, stage:ib, alive, 3724 days	0.0
TCGA-60-2697-01A	41 years, male, white, stage:iia, dead, 372 days	0.0
TCGA-56-8308-01A	79 years, male, white, stage:iib, alive, 517 days	0.0
TCGA-77-7140-01A	69 years, female, white, stage:iib, dead, 632 days	0.0
TCGA-18-3406-01A	67 years, male, white, stage:ia, dead, 371 days	0.0
TCGA-92-8064-01A	58 years, male, white, alive, 160 days	0.0
TCGA-85-A4JB-01A	74 years, male, white, stage:iib, alive, 942 days	0.0
TCGA-85-A4QR-01A	67 years, male, white, stage:ib, alive, 600 days	0.0
TCGA-18-3421-01A	65 years, male, white, stage:ib, alive, 2645 days	0.0
TCGA-XC-AA0X-01A	77 years, female, black or african american, stage:ia, dead, 6 days	0.0
TCGA-77-8007-01A	68 years, male, stage:iib, dead, 198 days	0.0
TCGA-70-6723-01A	65 years, male, asian, stage:iia, alive, 375 days	0.0
TCGA-85-A4CN-01A	56 years, female, white, stage:iib, alive, 1038 days	0.0
TCGA-77-8150-01A	64 years, male, stage:iiia, dead, 1655 days	0.0
TCGA-85-8355-01A	63 years, male, white, stage:ia, alive, 61 days	0.0
TCGA-66-2768-01A	57 years, male, stage:iib, alive, 61 days	0.0
TCGA-56-A4ZK-01A	76 years, female, white, stage:ib, alive, 570 days	0.0
TCGA-56-8628-01A	78 years, male, white, stage:ia, alive, 616 days	0.0
TCGA-34-2596-01A	70 years, male, white, stage:iib, dead, 80 days	0.0
TCGA-NK-A5CT-01A	70 years, male, white, stage:ia, alive, 1997 days	0.0
TCGA-21-1077-01A	64 years, male, white, stage:iib, dead, 1058 days	0.0
TCGA-60-2719-01A	83 years, female, white, stage:ib, alive, 1297 days	0.0
TCGA-56-7823-01B	58 years, female, white, stage:iia, alive, 1011 days	0.0
TCGA-43-8118-01A	55 years, female, white, stage:ia, dead, 89 days	0.0
TCGA-22-4595-01A	57 years, male, white, stage:iiia, dead, 734 days	0.0
TCGA-22-5472-01A	67 years, male, white, stage:ib, dead, 1975 days	0.0
TCGA-NC-A5HN-01A	77 years, male, white, stage:iia, alive, 1499 days	0.0
TCGA-60-2709-01A	69 years, male, black or african american, stage:ib, alive, 1505 days	0.0
TCGA-51-6867-01A	72 years, female, white, stage:i, dead, 1856 days	0.0
TCGA-46-3766-01A	62 years, female, white, stage:ia, alive, 370 days	0.0
TCGA-56-8309-01A	66 years, male, white, stage:ia, alive, 428 days	0.0
TCGA-77-8138-01A	74 years, male, stage:ib, dead, 539 days	0.0
TCGA-18-3412-01A	52 years, male, white, stage:ib, dead, 345 days	0.0
TCGA-39-5036-01A	73 years, male, white, stage:ib, alive, 2165 days	0.0
TCGA-68-8251-01A	78 years, male, white, stage:ib, alive, 406 days	0.0
TCGA-MF-A522-01A	54 years, male, white, stage:ib, dead, 360 days	0.0
TCGA-60-2725-01A	74 years, male, white, stage:ib, alive, 816 days	0.0
TCGA-43-6770-01A	59 years, female, black or african american, stage:ib, alive, 653 days	0.0
TCGA-18-3414-01A	73 years, male, asian, stage:iv, dead, 716 days	0.0
TCGA-66-2783-01A	67 years, male, stage:iiib, alive, 759 days	0.0
TCGA-33-AASI-01A	65 years, female, black or african american, stage:iib, dead, 1344 days	0.0
TCGA-98-A539-01A	63 years, male, white, stage:iib, alive, 173 days	0.0
TCGA-43-8115-01A	72 years, female, white, stage:iia, alive, 407 days	0.0
TCGA-L3-A4E7-01A	71 years, male, white, stage:ib, alive, 392 days	0.0
TCGA-56-A4ZJ-01A	75 years, female, white, stage:ia, alive, 640 days	0.0
TCGA-90-A59Q-01A	61 years, female, white, stage:iia, dead, 322 days	0.0
TCGA-77-7139-01A	56 years, male, white, stage:iib, alive, 4261 days	0.0
TCGA-66-2782-01A	71 years, male, stage:iib, dead, 365 days	0.0
TCGA-22-5482-01A	81 years, male, white, stage:ib, dead, 357 days	0.0
TCGA-85-7698-01A	48 years, male, white, stage:ia, alive, 952 days	0.0
TCGA-90-A4ED-01A	69 years, male, white, stage:ib, alive, 615 days	0.0
TCGA-94-A5I4-01A	61 years, male, white, stage:iia, alive, 491 days	0.0
TCGA-56-8083-01A	56 years, male, white, stage:ib, alive, 150 days	0.0
TCGA-85-8351-01A	72 years, male, white, stage:iia, alive, 510 days	0.0
TCGA-NC-A5HM-01A	76 years, male, white, stage:ib, alive, 1212 days	0.0
TCGA-56-A4BX-01A	70 years, male, white, stage:iia, alive, 405 days	0.0
TCGA-98-8021-01A	75 years, female, white, stage:ia, alive, 937 days	0.0
TCGA-33-AASD-01A	83 years, male, black or african american, stage:ia, dead, 3376 days	0.0
TCGA-63-7022-01A	female, stage:ia, alive, 2073 days	0.0
TCGA-58-8388-01A	60 years, male, white, stage:ib, dead, 412 days	0.0
TCGA-34-5929-01A	79 years, female, white, stage:ib, dead, 151 days	0.0
TCGA-85-8070-01A	71 years, male, white, stage:ib, alive, 960 days	0.0
TCGA-96-7545-01A	73 years, male, white, stage:ia, dead, 1736 days	0.0
TCGA-85-7844-01A	71 years, male, white, stage:ib, alive, 911 days	0.0
TCGA-94-8491-01A	73 years, male, white, stage:iia, alive, 810 days	0.0
TCGA-85-7696-01A	64 years, male, white, stage:ia, alive, 1111 days	0.0
TCGA-18-5595-01A	50 years, male, stage:ib, dead, 827 days	0.0
TCGA-63-A5MN-01A	78 years, female, stage:iib, dead, 345 days	0.0
TCGA-56-7582-01A	84 years, male, white, stage:ib, alive, 601 days	0.0
TCGA-98-7454-01A	73 years, male, white, stage:ib, alive, 652 days	0.0
TCGA-56-5898-01A	69 years, male, white, stage:ia, alive, 555 days	0.0
TCGA-22-5480-01A	66 years, female, white, stage:ia, dead, 2170 days	0.0
TCGA-85-8580-01A	52 years, female, white, stage:ib, alive, 1113 days	0.0
TCGA-46-3767-01A	76 years, male, white, stage:ia, alive, 388 days	0.0
TCGA-66-2781-01A	67 years, male, stage:ib, alive, 121 days	0.0
TCGA-68-7756-01A	84 years, male, white, stage:iiia, alive, 202 days	0.0
TCGA-68-A59I-01A	73 years, female, black or african american, stage:iiia, alive, 428 days	0.0
TCGA-NK-A5CX-01A	73 years, male, white, stage:iia, alive, 111 days	0.0
TCGA-21-1078-01A	77 years, male, white, stage:ib, dead, 474 days	0.0
TCGA-34-7107-01A	70 years, male, white, stage:ii, dead, 34 days	0.0
TCGA-77-6844-01A	74 years, male, white, stage:iiia, dead, 2284 days	0.0
TCGA-22-1017-01A	62 years, male, white, stage:ia, dead, 1485 days	0.0
TCGA-56-A5DR-01A	81 years, male, white, stage:ia, alive, 4 days	0.0
TCGA-63-A5MR-01A	70 years, female, stage:ib, alive, 2716 days	0.0
TCGA-60-2708-01A	64 years, female, white, stage:iib, alive, 2447 days	0.0
TCGA-37-5819-01A	65 years, male, white, stage:iiia, alive, 103 days	0.0
TCGA-22-4605-01A	78 years, female, stage:ib, dead, 974 days	0.0
TCGA-O2-A52S-01A	58 years, female, white, stage:iii, dead, 387 days	0.0
TCGA-77-A5G3-01A	63 years, male, stage:iib, alive, 4570 days	0.0
TCGA-63-A5MJ-01A	54 years, male, stage:iib, alive, 1824 days	0.0
TCGA-66-2759-01A	66 years, male, stage:iiia, alive, 762 days	0.0
TCGA-43-3394-01A	52 years, male, black or african american, stage:ib, dead, 1190 days	0.0
TCGA-58-8392-01A	70 years, male, white, stage:ib, dead, 501 days	0.0
TCGA-63-A5MH-01A	68 years, male, stage:ia, alive, 2026 days	0.0
TCGA-37-4132-01A	61 years, female, white, stage:iv, alive, 227 days	0.0
TCGA-85-7699-01A	73 years, male, white, stage:iiia, dead, 1001 days	0.0
TCGA-77-A5GF-01A	70 years, male, stage:iia, dead, 840 days	0.0
TCGA-34-5239-01A	75 years, male, white, stage:iiia, alive, 1834 days	0.0
TCGA-77-8009-01A	68 years, male, stage:iib, dead, 1695 days	0.0
TCGA-98-8022-01A	61 years, male, white, stage:ia, dead, 933 days	0.0
TCGA-66-2756-01A	68 years, male, stage:iiib, alive, 30 days	0.0
TCGA-46-3768-01A	58 years, male, white, stage:iiia, dead, 299 days	0.0
TCGA-66-2753-01A	69 years, male, stage:ib, alive, 31 days	0.0
TCGA-56-8629-01A	63 years, male, white, stage:iia, alive, 481 days	0.0
TCGA-96-8170-01A	75 years, female, white, stage:iia, alive, 531 days	0.0
TCGA-43-6771-01A	85 years, male, white, stage:ib, dead, 166 days	0.0
TCGA-77-7463-01A	75 years, male, white, stage:ib, dead, 1423 days	0.0
TCGA-85-8352-01A	67 years, male, white, stage:iiia, dead, 161 days	0.0
TCGA-NC-A5HF-01A	74 years, male, white, stage:iiib, dead, 138 days	0.0
TCGA-66-2737-01A	72 years, male, stage:iib, alive, 61 days	0.0
TCGA-O2-A52N-01A	78 years, male, white, stage:i, dead, 1006 days	0.0
TCGA-85-A513-01A	60 years, female, asian, stage:ia, alive, 910 days	0.0
TCGA-85-6561-01A	66 years, male, white, stage:ib, alive, 1224 days	0.0
TCGA-43-8116-01A	73 years, male, white, stage:ia, alive, 358 days	0.0
TCGA-94-8490-01A	70 years, male, white, stage:iib, alive, 153 days	0.0
TCGA-66-2754-01A	67 years, male, stage:iiia, alive, 61 days	0.0
TCGA-77-7338-01A	64 years, male, white, stage:ib, dead, 5 days	0.0
TCGA-22-5489-01A	64 years, male, white, stage:ia, dead, 1912 days	0.0
TCGA-63-A5MY-01A	63 years, male, stage:ia, alive, 1052 days	0.0
TCGA-NK-A7XE-01A	66 years, male, black or african american, stage:iiib, alive, 13 days	0.0
TCGA-66-2758-01A	71 years, male, stage:ib, alive, 639 days	0.0
TCGA-60-2723-01A	74 years, female, white, stage:ib, alive, 1092 days	0.0
TCGA-22-4609-01A	81 years, male, white, stage:ia, dead, 291 days	0.0
TCGA-51-4080-01A	65 years, male, black or african american, stage:iiib, dead, 12 days	0.0
TCGA-66-2770-01A	79 years, male, stage:ib, alive, 700 days	0.0
TCGA-33-A5GW-01A	67 years, male, white, stage:iia, dead, 9 days	0.0
TCGA-66-2793-01A	68 years, male, stage:iiib, dead, 306 days	0.0
TCGA-58-A46L-01A	73 years, male, white, stage:iiia, alive, 1723 days	0.0
TCGA-39-5027-01A	73 years, male, white, stage:ib, alive, 3108 days	0.0
TCGA-33-A4WN-01A	61 years, male, white, stage:ib, dead, 143 days	0.0
TCGA-18-3415-01A	77 years, male, stage:ib, dead, 2803 days	0.0
TCGA-85-A4CL-01A	65 years, male, white, stage:ia, dead, 921 days	0.0
TCGA-68-7755-01A	60 years, female, white, stage:iia, alive, 83 days	0.0
TCGA-60-2712-01A	79 years, female, white, stage:iib, dead, 274 days	0.0
TCGA-58-8386-01A	75 years, male, stage:iv, dead, 1 days	0.0
TCGA-56-A49D-01A	67 years, male, white, stage:iiia, alive, 637 days	0.0
TCGA-85-8049-01A	57 years, male, white, stage:ib, alive, 579 days	0.0
TCGA-22-1011-01A	73 years, male, white, stage:ib, dead, 53 days	0.0
TCGA-NC-A5HK-01A	58 years, female, white, stage:iib, alive, 128 days	0.0
TCGA-22-5492-01A	73 years, female, stage:iiia, dead, 506 days	0.0
TCGA-39-5028-01A	75 years, male, white, stage:iiia, dead, 52 days	0.0
TCGA-37-3792-01A	69 years, male, white, stage:ib, alive, 12 days	0.0
TCGA-56-8307-01A	55 years, female, white, stage:iib, alive, 818 days	0.0
TCGA-70-6722-01A	47 years, male, asian, stage:iiia, alive, 367 days	0.0
TCGA-22-A5C4-01A	70 years, male, white, stage:iia, alive, 671 days	0.0
TCGA-O2-A52W-01A	63 years, male, black or african american, stage:i, dead, 261 days	0.0
TCGA-56-7222-01A	60 years, male, white, stage:ib, dead, 562 days	0.0
TCGA-56-7822-01A	76 years, male, black or african american, stage:iib, dead, 532 days	0.0
TCGA-85-8350-01A	61 years, male, white, stage:ia, alive, 683 days	0.0
TCGA-96-A4JL-01A	78 years, female, asian, stage:iia, alive, 842 days	0.0
TCGA-85-A511-01A	62 years, male, white, stage:iib, dead, 455 days	0.0
TCGA-60-2714-01A	66 years, female, white, stage:iib, alive, 1531 days	0.0
TCGA-92-8065-01A	74 years, female, white, stage:iib, alive, 70 days	0.0
TCGA-52-7810-01A	60 years, female, white, stage:iib, alive, 923 days	0.0
TCGA-33-4586-01A	57 years, male, white, stage:iiia, dead, 428 days	0.0
TCGA-34-8454-01A	62 years, female, white, stage:iiia, alive, 1180 days	0.0
TCGA-66-2777-01A	71 years, male, stage:ib, alive, 61 days	0.0
TCGA-56-A4BY-01A	66 years, male, white, stage:ib, dead, 543 days	0.0
TCGA-43-A475-01A	67 years, female, white, stage:iib, alive, 296 days	0.0
TCGA-22-5481-01A	72 years, female, white, stage:iib, dead, 2409 days	0.0
TCGA-43-6647-01A	69 years, female, white, stage:iib, alive, 757 days	0.0
TCGA-77-A5GH-01A	81 years, male, stage:ib, alive, 1182 days	0.0
TCGA-60-2715-01A	52 years, male, white, stage:ia, dead, 1075 days	0.0
TCGA-22-4591-01A	80 years, male, white, stage:iiia, dead, 623 days	0.0
TCGA-85-6175-01A	63 years, female, white, stage:iib, dead, 294 days	0.0
TCGA-56-1622-01A	58 years, male, white, stage:ib, dead, 881 days	0.0
TCGA-22-4593-01A	77 years, male, white, stage:iia, dead, 1067 days	0.0
TCGA-18-4086-01A	65 years, male, stage:ib, dead, 85 days	0.0
TCGA-39-5034-01A	73 years, female, white, stage:iib, dead, 1107 days	0.0
TCGA-56-8626-01A	60 years, male, white, stage:ia, dead, 302 days	0.0
TCGA-60-2696-01A	76 years, female, black or african american, stage:iia, dead, 109 days	0.0
TCGA-77-8153-01A	77 years, female, stage:ib, alive, 1992 days	0.0
TCGA-56-8305-01A	72 years, male, white, stage:ib, alive, 105 days	0.0
TCGA-56-8624-01A	84 years, male, white, stage:iib, alive, 420 days	0.0
TCGA-77-A5G6-01A	66 years, male, stage:iiia, dead, 678 days	0.0
TCGA-43-2576-01A	62 years, female, white, stage:iiia, alive, 1223 days	0.0
TCGA-43-5670-01A	70 years, male, white, stage:iia, alive, 849 days	0.0
TCGA-33-4566-01A	40 years, male, white, stage:ib, dead, 5287 days	0.0
TCGA-33-4532-01A	68 years, male, white, stage:ib, dead, 3924 days	0.0
TCGA-43-A56V-01A	61 years, male, black or african american, stage:iiia, alive, 366 days	0.0
TCGA-56-6545-01A	77 years, female, white, stage:ib, alive, 666 days	0.0
TCGA-77-8146-01A	72 years, male, stage:ia, alive, 3189 days	0.0
TCGA-94-A5I6-01A	62 years, male, white, stage:iib, alive, 538 days	0.0
TCGA-58-A46M-01A	61 years, male, white, stage:iib, alive, 1072 days	0.0
TCGA-85-8277-01A	70 years, male, white, stage:iiia, dead, 307 days	0.0
TCGA-85-A5B5-01A	58 years, male, white, stage:ia, alive, 111 days	0.0
TCGA-98-A53D-01A	68 years, male, white, stage:iib, dead, 645 days	0.0
TCGA-66-2742-01A	70 years, male, stage:iv, alive, 641 days	0.0
TCGA-60-2713-01A	64 years, male, white, stage:ib, alive, 1731 days	0.0
TCGA-51-4081-01A	55 years, male, white, stage:iib, alive, 911 days	0.0
TCGA-22-5491-01A	74 years, male, white, stage:ia, dead, 1713 days	0.0
TCGA-37-4135-01A	68 years, male, white, stage:ib, alive, 207 days	0.0
TCGA-33-4533-01A	76 years, female, black or african american, stage:ib, alive, 4068 days	0.0
TCGA-39-5031-01A	77 years, female, stage:ia, dead, 1841 days	0.0
TCGA-NC-A5HO-01A	70 years, female, white, stage:iiia, alive, 1336 days	0.0
TCGA-21-1082-01A	61 years, male, white, stage:ib, alive, 3644 days	0.0
TCGA-85-8071-01A	52 years, male, white, stage:iia, alive, 815 days	0.0
TCGA-18-3410-01A	81 years, male, stage:iib, dead, 146 days	0.0
TCGA-66-2785-01A	65 years, male, stage:ib, alive, 60 days	0.0
TCGA-34-2600-01A	76 years, female, white, stage:ia, dead, 1874 days	0.0
TCGA-34-5241-01A	79 years, male, white, stage:ib, dead, 515 days	0.0
TCGA-77-8140-01A	66 years, female, stage:iib, dead, 351 days	0.0
TCGA-56-A62T-01A	78 years, male, black or african american, stage:iia, alive, 440 days	0.0
TCGA-66-2767-01A	62 years, male, stage:iiib, alive, 61 days	0.0
TCGA-66-2769-01A	75 years, male, stage:iiib, dead, 215 days	0.0
TCGA-85-6798-01A	57 years, male, white, stage:iiia, dead, 195 days	0.0
TCGA-77-A5GA-01A	76 years, male, stage:ib, alive, 1280 days	0.0
TCGA-39-5029-01A	67 years, male, white, stage:iiia, dead, 740 days	0.0
TCGA-NK-A5CR-01A	77 years, male, stage:ib, alive, 2542 days	0.0
TCGA-66-2755-01A	63 years, male, stage:ib, alive, 28 days	0.0
TCGA-77-8139-01A	72 years, male, stage:iib, alive, 3166 days	0.0
TCGA-60-2711-01A	64 years, female, white, stage:ib, alive, 1260 days	0.0
TCGA-21-1083-01A	75 years, male, white, stage:ia, dead, 1315 days	0.0
TCGA-60-2722-01A	66 years, male, white, stage:iib, alive, 908 days	0.0
TCGA-21-A5DI-01A	77 years, male, white, stage:ia, alive, 979 days	0.0
TCGA-63-6202-01A	male, stage:iia, alive, 1602 days	0.0
TCGA-77-6845-01A	69 years, male, white, stage:iib, dead, 708 days	0.0
TCGA-43-A56U-01A	76 years, female, white, stage:ia, alive, 432 days	0.0
TCGA-77-7337-01A	65 years, male, white, stage:iib, dead, 3253 days	0.0
TCGA-98-8023-01A	70 years, male, white, stage:iiia, alive, 649 days	0.0
TCGA-56-8504-01A	74 years, male, white, stage:ib, alive, 510 days	0.0
TCGA-77-A5G7-01B	63 years, male, stage:ia, dead, 180 days	0.0
TCGA-77-8136-01A	74 years, female, stage:iib, dead, 1189 days	0.0
TCGA-NK-A5D1-01A	57 years, male, white, stage:iia, alive, 511 days	0.0
TCGA-60-2716-01A	39 years, male, stage:iib, alive, 1475 days	0.0
TCGA-96-7544-01A	83 years, male, white, stage:iib, dead, 2160 days	0.0
TCGA-56-8503-01A	76 years, female, white, stage:iib, alive, 41 days	0.0
TCGA-39-5039-01A	76 years, male, white, stage:iia, dead, 544 days	0.0
TCGA-63-7020-01A	male, stage:ia, alive, 2133 days	0.0
TCGA-85-7697-01A	49 years, male, white, stage:iib, alive, 1063 days	0.0
TCGA-77-8008-01A	68 years, male, stage:ib, dead, 2639 days	0.0
TCGA-77-7335-01A	62 years, female, white, stage:iiib, dead, 2133 days	0.0
TCGA-98-A53J-01A	78 years, male, white, stage:ib, alive, 630 days	0.0
TCGA-63-A5ML-01A	68 years, male, stage:ib, alive, 1386 days	0.0
TCGA-85-8276-01A	62 years, male, white, stage:iia, alive, 1050 days	0.0
TCGA-18-3419-01A	73 years, male, stage:iib, alive, 2811 days	0.0
TCGA-63-A5MG-01A	68 years, male, stage:ib, alive, 2148 days	0.0
TCGA-18-3416-01A	83 years, male, stage:iib, dead, 973 days	0.0
TCGA-85-8666-01A	65 years, male, white, stage:ib, dead, 687 days	0.0
TCGA-56-7730-01A	73 years, male, white, stage:iia, dead, 198 days	0.0
TCGA-22-5477-01A	65 years, male, white, stage:ia, dead, 1346 days	0.0
TCGA-63-7021-01A	male, stage:ia, alive, 2142 days	0.0
TCGA-NC-A5HH-01A	53 years, male, white, stage:ia, alive, 37 days	0.0
TCGA-94-8035-01A	64 years, male, white, stage:iib, alive, 122 days	0.0
TCGA-46-3765-01A	59 years, female, white, stage:ia, alive, 405 days	0.0
TCGA-21-1081-01A	69 years, male, white, stage:iib, dead, 284 days	0.0
TCGA-33-AASJ-01A	60 years, male, black or african american, stage:ib, dead, 3600 days	0.0
TCGA-60-2720-01A	60 years, female, white, stage:ib, alive, 97 days	0.0
TCGA-O2-A52Q-01A	45 years, female, white, stage:iii, dead, 113 days	0.0
TCGA-58-A46N-01A	52 years, male, white, stage:ib, alive, 910 days	0.0
TCGA-94-A4VJ-01A	71 years, female, white, stage:ia, alive, 430 days	0.0
TCGA-56-8622-01A	68 years, male, white, stage:ib, alive, 55 days	0.0
TCGA-33-AAS8-01A	59 years, female, black or african american, stage:ia, dead, 1114 days	0.0
TCGA-37-4130-01A	56 years, male, white, stage:ia, alive, 247 days	0.0
TCGA-68-8250-01A	66 years, male, black or african american, stage:ia, alive, 244 days	0.0
TCGA-98-A53I-01A	64 years, male, white, stage:iia, alive, 565 days	0.0
TCGA-LA-A7SW-01A	71 years, male, black or african american, stage:iiia, dead, 408 days	0.0
TCGA-56-8082-01A	80 years, female, white, stage:iia, alive, 455 days	0.0
TCGA-63-7023-01A	male, stage:iia, alive, 1682 days	0.0
TCGA-46-6025-01A	71 years, male, white, stage:iib, alive, 324 days	0.0
TCGA-22-4594-01A	60 years, female, stage:iiia, dead, 1470 days	0.0
TCGA-37-3783-01A	51 years, male, white, stage:iiia, alive, 122 days	0.0
TCGA-NC-A5HI-01A	68 years, female, white, stage:ib, alive, 1743 days	0.0
TCGA-85-A50Z-01A	57 years, male, white, stage:iia, alive, 493 days	0.0
TCGA-33-4547-01A	68 years, male, white, stage:ib, alive, 2419 days	0.0
TCGA-LA-A446-01A	69 years, male, white, stage:ia, alive, 401 days	0.0
TCGA-22-5479-01A	64 years, male, white, stage:ib, dead, 2625 days	0.0
TCGA-98-A53H-01A	76 years, female, white, stage:ia, alive, 618 days	0.0
TCGA-85-A50M-01A	47 years, male, asian, stage:iia, dead, 826 days	0.0
TCGA-34-5236-01A	60 years, male, white, stage:iib, dead, 276 days	0.0
TCGA-22-1000-01A	76 years, male, white, stage:ib, dead, 454 days	0.0
TCGA-34-5928-01A	83 years, female, white, stage:iib, alive, 1196 days	0.0
TCGA-98-A538-01A	67 years, male, white, stage:iib, alive, 826 days	0.0
TCGA-85-A4QQ-01A	68 years, male, white, stage:ib, dead, 927 days	0.0
TCGA-60-2721-01A	73 years, male, white, stage:ib, alive, 983 days	0.0
TCGA-33-4582-01A	55 years, male, white, stage:ia, dead, 3149 days	0.0
TCGA-96-8169-01A	67 years, female, white, stage:ia, alive, 557 days	0.0
TCGA-39-5011-01A	70 years, female, white, stage:ia, alive, 4053 days	0.0
TCGA-33-6738-01A	80 years, male, white, stage:iiia, alive, 1927 days	0.0
TCGA-37-3789-01A	65 years, male, white, stage:ib, alive, 13 days	0.0
TCGA-85-A53L-01A	63 years, male, asian, stage:iia, alive, 377 days	0.0
TCGA-77-7142-01A	59 years, female, white, stage:ib, alive, 2227 days	0.0
TCGA-37-A5EL-01A	53 years, male, white, stage:iib, dead, 1143 days	0.0
TCGA-94-7033-01A	73 years, male, white, stage:ib, alive, 640 days	0.0
TCGA-22-4607-01A	75 years, male, white, stage:ib, dead, 587 days	0.0
TCGA-37-4141-01A	65 years, female, white, stage:ia, alive, 12 days	0.0
TCGA-21-1076-01A	54 years, female, white, stage:ib, alive, 1852 days	0.0
TCGA-66-2778-01A	68 years, female, stage:iiib, alive, 578 days	0.0
TCGA-60-2698-01A	62 years, male, white, stage:iib, dead, 311 days	0.0
TCGA-90-7964-01A	70 years, male, white, stage:ib, alive, 428 days	0.0
TCGA-60-2724-01A	47 years, male, white, stage:iiia, alive, 717 days	0.0
TCGA-21-5787-01A	65 years, male, black or african american, stage:iiia, dead, 329 days	0.0
TCGA-34-2608-01A	84 years, male, white, stage:ib, dead, 1000 days	0.0
TCGA-56-5897-01A	74 years, male, white, stage:ia, alive, 378 days	0.0
TCGA-94-7943-01A	80 years, male, white, stage:ia, alive, 559 days	0.0
TCGA-66-2727-01A	55 years, female, stage:ib, dead, 516 days	0.0
TCGA-60-2707-01A	70 years, male, stage:ib, dead, 667 days	0.0
TCGA-52-7811-01A	67 years, male, white, stage:ib, dead, 266 days	0.0
TCGA-43-7657-01A	68 years, female, white, stage:ia, alive, 236 days	0.0
TCGA-21-5783-01A	76 years, male, white, stage:ib, dead, 2680 days	0.0
TCGA-39-5040-01A	59 years, male, white, stage:iiia, dead, 519 days	0.0
TCGA-52-7622-01A	62 years, female, white, stage:ia, alive, 862 days	0.0
TCGA-56-8623-01A	71 years, male, white, stage:ib, dead, 692 days	0.0
TCGA-85-7843-01A	50 years, male, white, stage:iia, alive, 35 days	0.0
TCGA-66-2763-01A	63 years, female, stage:ib, alive, 30 days	0.0
TCGA-22-5474-01A	74 years, male, white, stage:ib, dead, 445 days	0.0
TCGA-22-4604-01A	73 years, male, white, stage:iia, dead, 399 days	0.0
TCGA-43-5668-01A	78 years, male, white, stage:iia, dead, 559 days	0.0
TCGA-22-5485-01A	58 years, female, white, stage:ia, dead, 916 days	0.0
TCGA-34-5232-01A	75 years, female, black or african american, stage:iia, alive, 2471 days	0.0
TCGA-33-6737-01A	71 years, male, white, stage:iiia, dead, 601 days	0.0
TCGA-60-2710-01A	67 years, female, white, stage:iia, alive, 2024 days	0.0
TCGA-39-5030-01A	81 years, female, asian, stage:iiia, dead, 59 days	0.0
TCGA-96-A4JK-01A	65 years, male, white, stage:iia, alive, 589 days	0.0
TCGA-98-A53B-01A	69 years, male, white, stage:ib, dead, 61 days	0.0
TCGA-77-A5G1-01A	75 years, male, stage:iiia, alive, 4026 days	0.0
TCGA-56-A5DS-01A	72 years, female, white, stage:ib, alive, 8 days	0.0
TCGA-52-7812-01A	68 years, male, white, dead, 835 days	0.0
TCGA-77-8144-01A	70 years, male, stage:ib, alive, 833 days	0.0
TCGA-77-8130-01A	69 years, male, stage:iib, alive, 4765 days	0.0
TCGA-94-7557-01A	73 years, male, black or african american, stage:ib, dead, 5 days	0.0
TCGA-56-8304-01A	73 years, female, white, stage:ia, alive, 106 days	0.0
TCGA-90-7767-01A	56 years, male, white, stage:iib, alive, 89 days	0.0
TCGA-92-7341-01A	71 years, male, white, stage:ib, alive, 106 days	0.0
TCGA-33-4583-01A	73 years, male, white, stage:ia, dead, 4601 days	0.0
TCGA-90-A4EE-01A	53 years, male, white, stage:iia, alive, 688 days	0.0
TCGA-60-2695-01A	74 years, female, white, stage:ib, alive, 642 days	0.0
TCGA-66-2765-01A	64 years, male, stage:ib, alive, 61 days	0.0
TCGA-58-8390-01A	70 years, male, white, stage:iia, alive, 911 days	0.0
TCGA-92-7340-01A	45 years, female, white, stage:iia, alive, 82 days	0.0
TCGA-66-2773-01A	69 years, male, stage:ib, dead, 92 days	0.0
TCGA-56-7731-01A	66 years, female, white, stage:ib, dead, 3 days	0.0
TCGA-98-8020-01A	56 years, female, black or african american, stage:iiia, dead, 84 days	0.0
TCGA-77-6843-01A	74 years, male, white, stage:iia, dead, 2224 days	0.0
TCGA-NC-A5HE-01A	60 years, male, white, stage:iib, alive, 2336 days	0.0
TCGA-39-5016-01A	44 years, male, white, stage:iia, alive, 3850 days	0.0
TCGA-66-2766-01A	54 years, male, stage:iiia, alive, 31 days	0.0
TCGA-85-8287-01A	72 years, male, white, stage:ia, dead, 23 days	0.0
TCGA-NC-A5HD-01A	79 years, male, white, stage:iib, dead, 2 days	0.0
TCGA-37-A5EN-01A	59 years, male, white, stage:iiib, alive, 660 days	0.0
TCGA-85-A4JC-01A	84 years, male, white, stage:iia, dead, 604 days	0.0
TCGA-22-5478-01A	79 years, male, stage:ib, dead, 24 days	0.0
TCGA-51-4079-01A	73 years, female, black or african american, stage:ib, dead, 12 days	0.0
TCGA-33-4538-01A	66 years, male, white, stage:iiia, dead, 2979 days	0.0
TCGA-18-3411-01A	64 years, female, stage:iiia, alive, 3576 days	0.0
TCGA-60-2706-01A	58 years, male, white, stage:ia, alive, 2820 days	0.0
TCGA-66-2744-01A	71 years, male, stage:iib, alive, 30 days	0.0
TCGA-NC-A5HG-01A	59 years, male, white, stage:iiia, alive, 1963 days	0.0
TCGA-22-0940-01A	71 years, male, white, stage:iia, dead, 669 days	0.0
TCGA-34-5234-01A	71 years, female, white, stage:ia, alive, 2271 days	0.0
TCGA-21-1070-01A	61 years, female, black or african american, stage:iiia, alive, 3636 days	0.0
TCGA-56-7221-01A	79 years, male, white, stage:ib, alive, 608 days	0.0
TCGA-39-5024-01A	65 years, female, white, stage:iiia, alive, 2510 days	0.0
TCGA-18-3409-01A	74 years, male, white, stage:ia, alive, 3747 days	0.0
TCGA-43-7656-01A	71 years, male, white, stage:ia, alive, 596 days	0.0
TCGA-85-7710-01A	59 years, female, white, stage:ia, alive, 42 days	0.0
TCGA-33-4589-01A	62 years, female, white, stage:iib, dead, 47 days	0.0
TCGA-22-4596-01A	69 years, female, white, stage:ib, dead, 17 days	0.0
TCGA-18-3408-01A	77 years, female, white, stage:ib, dead, 2304 days	0.0
TCGA-77-A5FZ-01A	64 years, male, stage:iiib, dead, 3838 days	0.0
TCGA-63-A5MT-01A	74 years, male, stage:iib, alive, 498 days	0.0
TCGA-56-A4BW-01A	55 years, male, white, stage:iia, alive, 585 days	0.0
TCGA-92-8063-01A	52 years, male, white, stage:iiia, alive, 122 days	0.0
TCGA-22-1005-01A	63 years, male, white, stage:ia, dead, 1953 days	0.0
TCGA-77-8143-01A	76 years, male, stage:iiia, dead, 803 days	0.0
TCGA-21-1079-01A	71 years, male, white, stage:iiia, dead, 965 days	0.0
TCGA-77-8128-01A	60 years, male, stage:iiia, dead, 1150 days	0.0
TCGA-34-8456-01A	71 years, female, white, stage:iia, alive, 804 days	0.0
TCGA-85-8582-01A	49 years, male, white, stage:ia, alive, 1160 days	0.0
TCGA-22-4599-01A	73 years, female, white, stage:ib, dead, 1161 days	0.0
TCGA-43-2581-01A	47 years, female, white, stage:iiia, alive, 1176 days	0.0
TCGA-66-2787-01A	57 years, male, stage:ia, alive, 1217 days	0.0
TCGA-56-8201-01A	74 years, male, white, stage:iib, dead, 397 days	0.0
TCGA-37-4133-01A	63 years, male, white, stage:iiia, alive, 238 days	0.0
TCGA-NC-A5HR-01A	75 years, female, white, stage:iia, alive, 1244 days	0.0
TCGA-85-6560-01A	59 years, male, white, stage:iia, alive, 1259 days	0.0
TCGA-85-8664-01A	73 years, male, white, stage:iib, dead, 550 days	0.0
TCGA-21-5784-01A	80 years, female, white, stage:ib, alive, 1268 days	0.0
TCGA-98-A53A-01A	70 years, male, black or african american, stage:ib, dead, 552 days	0.0
TCGA-56-8625-01A	66 years, female, white, stage:iiia, dead, 315 days	0.0
TCGA-77-7138-01A	67 years, male, stage:ib, dead, 340 days	0.0
TCGA-85-8048-01A	62 years, male, white, stage:ia, alive, 765 days	0.0
TCGA-66-2780-01A	65 years, male, stage:ib, dead, 366 days	0.0
TCGA-85-8354-01A	53 years, male, white, stage:ib, alive, 995 days	0.0
TCGA-85-8584-01A	71 years, male, white, stage:iia, dead, 383 days	0.0
TCGA-77-8131-01A	72 years, male, stage:ib, dead, 383 days	0.0
TCGA-43-3920-01A	71 years, male, white, stage:ib, alive, 1007 days	0.0
TCGA-34-A5IX-01A	80 years, male, white, stage:iib, alive, 1031 days	0.0
TCGA-21-5786-01A	64 years, male, white, stage:ib, alive, 1032 days	0.0
TCGA-33-AASL-01A	57 years, female, black or african american, stage:ia, dead, 826 days	0.0
TCGA-18-3417-01A	65 years, male, stage:iv, dead, 1097 days	0.0
TCGA-22-4613-01A	73 years, female, white, stage:ia, dead, 358 days	0.0
TCGA-58-8393-01A	68 years, female, white, stage:ib, alive, 1058 days	0.0
TCGA-90-7769-01A	55 years, male, white, stage:iib, alive, 358 days	0.0
TCGA-22-1016-01A	65 years, male, white, stage:ib, dead, 822 days	0.0
TCGA-43-A474-01A	66 years, male, white, stage:iia, alive, 353 days	0.0
TCGA-O2-A5IB-01A	71 years, female, white, stage:iii, dead, 340 days	0.0
TCGA-66-2734-01A	62 years, female, stage:ib, alive, 1311 days	0.0
TCGA-O2-A52V-01A	75 years, female, black or african american, stage:ii, dead, 1335 days	0.0
TCGA-22-5473-01A	78 years, male, white, dead, 1933 days	0.0
TCGA-66-2795-01A	68 years, male, stage:iiib, alive, 122 days	0.0
TCGA-66-2789-01A	73 years, male, stage:iiib, dead, 123 days	0.0
TCGA-66-2771-01A	60 years, male, stage:iib, alive, 578 days	0.0
TCGA-34-8455-01A	67 years, male, white, stage:iv, dead, 123 days	0.0
TCGA-56-7580-01A	84 years, male, white, stage:ib, alive, 925 days	0.0
TCGA-22-1012-01A	80 years, female, white, stage:ib, dead, 429 days	0.0
TCGA-77-7465-01A	59 years, male, white, stage:iia, alive, 990 days	0.0
TCGA-77-8154-01A	67 years, male, stage:ia, alive, 1841 days	0.0
TCGA-39-5022-01A	76 years, male, white, stage:ib, dead, 1679 days	0.0
TCGA-66-2790-01A	72 years, male, stage:iib, alive, 699 days	0.0
TCGA-22-5471-01A	76 years, male, white, stage:ib, alive, 1845 days	0.0
TCGA-43-6773-01A	76 years, male, white, stage:iib, dead, 116 days	0.0
TCGA-66-2788-01A	56 years, male, stage:ib, alive, 699 days	0.0
TCGA-77-A5G8-01B	71 years, male, stage:iib, alive, 1884 days	0.0
TCGA-66-2792-01A	58 years, male, stage:iib, alive, 913 days	0.0
TCGA-39-5037-01A	65 years, male, white, stage:iia, alive, 1690 days	0.0
TCGA-22-1002-01A	69 years, male, white, stage:ia, dead, 131 days	0.0
TCGA-85-8481-01A	70 years, male, white, stage:iib, dead, 236 days	0.0
TCGA-90-6837-01A	64 years, male, white, stage:iib, alive, 758 days	0.0
TCGA-85-8288-01A	70 years, male, white, stage:iia, dead, 402 days	0.0
TCGA-77-8145-01A	73 years, male, stage:iiib, dead, 212 days	0.0
TCGA-56-7579-01A	62 years, male, white, stage:iiia, dead, 951 days	0.0
TCGA-33-AASB-01A	66 years, male, black or african american, stage:ib, dead, 211 days	0.0
TCGA-21-1071-01A	67 years, male, white, stage:ib, dead, 1426 days	0.0
TCGA-58-8387-01A	60 years, male, white, stage:iia, dead, 403 days	0.0
TCGA-66-2800-01A	70 years, male, stage:iiib, alive, 1492 days	0.0
TCGA-46-3769-01A	57 years, male, white, alive, 135 days	0.0
TCGA-77-A5GB-01B	90 years, male, stage:ib, dead, 937 days	0.0
TCGA-85-A4PA-01A	61 years, male, white, stage:ib, alive, 741 days	0.0
TCGA-18-5592-01A	57 years, male, stage:iib, alive, 1519 days	0.0
TCGA-66-2791-01A	66 years, male, stage:iiib, dead, 153 days	0.0
TCGA-85-A510-01A	74 years, female, white, stage:iib, alive, 482 days	0.0
TCGA-63-A5MW-01A	76 years, male, stage:ib, alive, 1639 days	0.0
TCGA-18-3407-01A	72 years, male, asian, stage:ib, dead, 136 days	0.0
TCGA-85-7950-01A	46 years, male, white, stage:ib, alive, 576 days	0.0
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