Expression of UGP2 in lung cancer - The Human Protein Atlas

LUNG CANCER - 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

UGP2 is not prognostic in lung cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 20.49
Median expressionⁱ: N/A
Median follow up timeⁱ: N/A
P scoreⁱ N/A
5-year survival highⁱ N/A
5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average FPKM

20.5

Number of samples

994

Samples

Sample	Description	FPKM
TCGA-18-3414-01A	73 years, male, asian, stage:iv, dead, 716 days	109.5
TCGA-22-4591-01A	80 years, male, white, stage:iiia, dead, 623 days	93.3
TCGA-39-5040-01A	59 years, male, white, stage:iiia, dead, 519 days	91.8
TCGA-22-5492-01A	73 years, female, stage:iiia, dead, 506 days	75.9
TCGA-33-4582-01A	55 years, male, white, stage:ia, dead, 3149 days	70.9
TCGA-39-5031-01A	77 years, female, stage:ia, dead, 1841 days	66.4
TCGA-63-A5MY-01A	63 years, male, stage:ia, alive, 1052 days	60.8
TCGA-J2-8194-01A	69 years, female, white, stage:iib, alive, 724 days	60.4
TCGA-22-A5C4-01A	70 years, male, white, stage:iia, alive, 671 days	59.2
TCGA-85-A4QR-01A	67 years, male, white, stage:ib, alive, 600 days	56.6
TCGA-77-8156-01A	60 years, male, stage:ib, alive, 1106 days	52.8
TCGA-64-5775-01A	71 years, male, white, stage:iiia, dead, 62 days	48.9
TCGA-85-8354-01A	53 years, male, white, stage:ib, alive, 995 days	48.8
TCGA-64-1676-01A	58 years, male, white, stage:ia, alive, 1728 days	48.3
TCGA-68-8250-01A	66 years, male, black or african american, stage:ia, alive, 244 days	46.4
TCGA-77-7140-01A	69 years, female, white, stage:iib, dead, 632 days	45.5
TCGA-86-7711-01A	70 years, male, white, stage:iia, dead, 1046 days	43.4
TCGA-86-6562-01A	52 years, male, white, stage:iia, dead, 376 days	43.3
TCGA-37-4133-01A	63 years, male, white, stage:iiia, alive, 238 days	43.0
TCGA-64-1678-01A	71 years, female, white, alive, 1189 days	42.3
TCGA-62-A46O-01A	65 years, female, white, stage:ib, dead, 1454 days	42.0
TCGA-44-2662-01A	65 years, male, white, stage:ib, alive, 1280 days	41.7
TCGA-22-4599-01A	73 years, female, white, stage:ib, dead, 1161 days	41.7
TCGA-44-A47G-01A	73 years, female, white, stage:ia, alive, 351 days	41.3
TCGA-MP-A4TK-01A	56 years, female, stage:iib, dead, 582 days	39.9
TCGA-44-2668-01B	51 years, male, white, stage:ib, dead, 761 days	39.5
TCGA-78-7536-01A	70 years, male, white, stage:iiia, dead, 244 days	39.4
TCGA-21-5786-01A	64 years, male, white, stage:ib, alive, 1032 days	38.5
TCGA-05-5428-01A	57 years, male, stage:iia, alive, 670 days	38.5
TCGA-44-2655-01A	65 years, female, white, stage:ia, alive, 1324 days	38.2
TCGA-78-7154-01A	72 years, male, white, stage:iiia, dead, 593 days	37.8
TCGA-46-3768-01A	58 years, male, white, stage:iiia, dead, 299 days	37.4
TCGA-43-5668-01A	78 years, male, white, stage:iia, dead, 559 days	37.4
TCGA-50-5068-01A	59 years, female, white, stage:iib, dead, 1499 days	37.3
TCGA-77-8009-01A	68 years, male, stage:iib, dead, 1695 days	37.2
TCGA-67-3770-01A	70 years, female, white, stage:ia, alive, 610 days	37.2
TCGA-18-3419-01A	73 years, male, stage:iib, alive, 2811 days	36.8
TCGA-75-5146-01A	male, stage:ib, alive, 2368 days	36.8
TCGA-21-1071-01A	67 years, male, white, stage:ib, dead, 1426 days	36.6
TCGA-44-7670-01A	47 years, female, white, stage:iia, alive, 882 days	36.4
TCGA-51-4079-01A	73 years, female, black or african american, stage:ib, dead, 12 days	35.7
TCGA-05-4396-01A	76 years, male, stage:iiib, dead, 303 days	35.5
TCGA-43-2581-01A	47 years, female, white, stage:iiia, alive, 1176 days	35.4
TCGA-60-2723-01A	74 years, female, white, stage:ib, alive, 1092 days	35.4
TCGA-86-7955-01A	62 years, male, white, stage:ib, alive, 1072 days	35.3
TCGA-95-7947-01A	67 years, male, white, stage:ia, alive, 477 days	35.1
TCGA-86-8359-01A	52 years, male, white, stage:iiia, dead, 444 days	35.1
TCGA-55-7727-01A	71 years, male, white, stage:iiia, alive, 119 days	34.9
TCGA-05-4415-01A	57 years, male, stage:iiib, dead, 91 days	34.6
TCGA-35-4123-01A	38 years, male, white, stage:ia, alive, 182 days	34.1
TCGA-33-6738-01A	80 years, male, white, stage:iiia, alive, 1927 days	34.0
TCGA-49-6743-01A	81 years, female, white, stage:iiia, alive, 1621 days	34.0
TCGA-22-5481-01A	72 years, female, white, stage:iib, dead, 2409 days	33.9
TCGA-05-4424-01A	70 years, male, stage:iib, alive, 913 days	33.8
TCGA-33-4589-01A	62 years, female, white, stage:iib, dead, 47 days	33.8
TCGA-55-7815-01A	77 years, male, stage:ib, alive, 773 days	33.5
TCGA-69-7978-01A	59 years, male, white, stage:iib, alive, 134 days	33.5
TCGA-21-1072-01A	75 years, male, white, stage:ib, alive, 3016 days	33.2
TCGA-73-4658-01A	80 years, female, white, stage:ib, dead, 1600 days	33.2
TCGA-78-7163-01A	60 years, male, white, stage:ib, alive, 7248 days	33.1
TCGA-55-7994-01A	81 years, male, white, stage:iib, alive, 603 days	33.1
TCGA-44-6777-01A	85 years, female, white, stage:ib, dead, 987 days	33.0
TCGA-44-3918-01A	60 years, female, white, stage:ia, alive, 1036 days	32.7
TCGA-50-5066-01A	72 years, male, black or african american, stage:ib, alive, 1442 days	32.7
TCGA-55-6981-01A	53 years, female, white, stage:iiia, dead, 1379 days	32.3
TCGA-22-4613-01A	73 years, female, white, stage:ia, dead, 358 days	32.2
TCGA-33-4583-01A	73 years, male, white, stage:ia, dead, 4601 days	32.1
TCGA-91-6830-01A	65 years, female, white, stage:iia, alive, 60 days	32.1
TCGA-66-2771-01A	60 years, male, stage:iib, alive, 578 days	31.9
TCGA-55-7283-01A	76 years, female, white, stage:iiia, alive, 609 days	31.8
TCGA-70-6723-01A	65 years, male, asian, stage:iia, alive, 375 days	31.7
TCGA-97-8175-01A	55 years, female, white, stage:ib, alive, 551 days	31.6
TCGA-95-7562-01A	71 years, male, black or african american, stage:iia, dead, 87 days	31.5
TCGA-44-6145-01A	62 years, female, white, stage:ia, alive, 595 days	31.2
TCGA-56-6545-01A	77 years, female, white, stage:ib, alive, 666 days	31.1
TCGA-55-A492-01A	70 years, female, white, stage:ia, alive, 596 days	31.1
TCGA-63-A5MB-01A	62 years, male, stage:ib, alive, 3123 days	31.1
TCGA-MP-A4TF-01A	58 years, female, white, stage:iia, dead, 336 days	30.9
TCGA-78-7145-01A	52 years, female, white, stage:iv, dead, 826 days	30.8
TCGA-44-3917-01A	33 years, female, white, stage:ib, alive, 1183 days	30.8
TCGA-22-4595-01A	57 years, male, white, stage:iiia, dead, 734 days	30.6
TCGA-39-5011-01A	70 years, female, white, stage:ia, alive, 4053 days	30.6
TCGA-55-6970-01A	67 years, female, white, stage:iiia, dead, 464 days	30.3
TCGA-J1-A4AH-01A	70 years, male, white, stage:iia, alive, 581 days	30.3
TCGA-22-4596-01A	69 years, female, white, stage:ib, dead, 17 days	30.3
TCGA-62-A472-01A	70 years, male, white, stage:iib, alive, 910 days	30.2
TCGA-18-3408-01A	77 years, female, white, stage:ib, dead, 2304 days	30.2
TCGA-58-8392-01A	70 years, male, white, stage:ib, dead, 501 days	30.1
TCGA-55-1596-01A	55 years, male, asian, stage:iib, alive, 2065 days	30.1
TCGA-97-8179-01A	72 years, male, white, stage:ia, alive, 435 days	30.1
TCGA-91-6836-01A	52 years, female, white, stage:ib, alive, 417 days	30.0
TCGA-05-5420-01A	67 years, male, stage:iiia, alive, 457 days	30.0
TCGA-NK-A5CR-01A	77 years, male, stage:ib, alive, 2542 days	30.0
TCGA-63-A5MP-01A	57 years, male, stage:iib, alive, 769 days	29.9
TCGA-18-3406-01A	67 years, male, white, stage:ia, dead, 371 days	29.6
TCGA-22-5479-01A	64 years, male, white, stage:ib, dead, 2625 days	29.6
TCGA-05-4384-01A	66 years, male, stage:iiia, alive, 426 days	29.5
TCGA-78-7160-01A	61 years, male, white, stage:iv, dead, 697 days	29.5
TCGA-55-7910-01A	50 years, female, black or african american, stage:iia, alive, 1040 days	29.4
TCGA-86-7701-01A	66 years, male, white, stage:iv, alive, 947 days	29.4
TCGA-99-7458-01A	74 years, female, white, stage:iiia, alive, 747 days	29.3
TCGA-18-3411-01A	64 years, female, stage:iiia, alive, 3576 days	29.2
TCGA-66-2766-01A	54 years, male, stage:iiia, alive, 31 days	29.1
TCGA-33-A4WN-01A	61 years, male, white, stage:ib, dead, 143 days	29.1
TCGA-63-A5MH-01A	68 years, male, stage:ia, alive, 2026 days	29.1
TCGA-91-6831-01A	66 years, male, white, stage:ib, alive, 310 days	29.1
TCGA-96-A4JK-01A	65 years, male, white, stage:iia, alive, 589 days	29.0
TCGA-05-5715-01A	69 years, female, stage:ib, alive, 62 days	28.9
TCGA-96-7545-01A	73 years, male, white, stage:ia, dead, 1736 days	28.8
TCGA-62-8395-01A	80 years, female, white, stage:iib, alive, 1216 days	28.8
TCGA-35-5375-01A	61 years, male, white, stage:iiia, alive, 264 days	28.8
TCGA-86-7953-01A	69 years, female, white, stage:ia, alive, 997 days	28.7
TCGA-05-4420-01A	41 years, male, stage:ib, alive, 912 days	28.7
TCGA-22-1017-01A	62 years, male, white, stage:ia, dead, 1485 days	28.7
TCGA-44-4112-01A	60 years, female, white, stage:ib, dead, 808 days	28.7
TCGA-73-4670-01A	69 years, female, white, stage:iv, alive, 131 days	28.5
TCGA-64-5778-01A	60 years, male, white, stage:ib, alive, 1305 days	28.4
TCGA-73-4677-01A	75 years, male, white, dead, 38 days	28.3
TCGA-44-7671-01A	64 years, male, black or african american, stage:ib, alive, 889 days	28.2
TCGA-55-A491-01A	81 years, female, white, stage:ia, alive, 626 days	28.2
TCGA-53-7624-01A	40 years, female, white, stage:iv, dead, 1043 days	28.2
TCGA-73-4668-01A	66 years, female, american indian or alaska native, stage:iib, alive, 467 days	28.2
TCGA-34-5240-01A	73 years, female, white, stage:iib, alive, 1541 days	28.1
TCGA-55-6979-01A	59 years, female, white, stage:iib, dead, 237 days	28.0
TCGA-34-5241-01A	79 years, male, white, stage:ib, dead, 515 days	27.9
TCGA-50-5946-01A	62 years, male, white, stage:ia, alive, 1617 days	27.8
TCGA-22-1012-01A	80 years, female, white, stage:ib, dead, 429 days	27.8
TCGA-21-1077-01A	64 years, male, white, stage:iib, dead, 1058 days	27.8
TCGA-97-A4LX-01A	81 years, male, white, stage:ib, alive, 614 days	27.8
TCGA-73-4676-01A	45 years, male, white, stage:iia, dead, 281 days	27.8
TCGA-78-7146-01A	71 years, female, white, stage:iiia, dead, 173 days	27.7
TCGA-86-7954-01A	68 years, female, white, stage:ib, alive, 605 days	27.6
TCGA-21-1076-01A	54 years, female, white, stage:ib, alive, 1852 days	27.6
TCGA-55-8511-01A	73 years, female, white, stage:ib, alive, 552 days	27.6
TCGA-69-7765-01A	56 years, male, black or african american, alive, 165 days	27.5
TCGA-50-5936-01A	58 years, male, white, stage:iiia, dead, 257 days	27.5
TCGA-43-3920-01A	71 years, male, white, stage:ib, alive, 1007 days	27.4
TCGA-73-7499-01A	81 years, female, white, stage:ib, dead, 1531 days	27.4
TCGA-75-5147-01A	female, stage:ib, alive, 1333 days	27.3
TCGA-78-7633-01A	67 years, male, white, stage:ib, dead, 1528 days	27.3
TCGA-21-1075-01A	57 years, male, white, stage:iib, alive, 2134 days	27.3
TCGA-66-2791-01A	66 years, male, stage:iiib, dead, 153 days	27.2
TCGA-05-5423-01A	65 years, male, stage:iib, alive, 151 days	27.2
TCGA-49-4494-01A	77 years, male, white, stage:iiia, dead, 1081 days	27.1
TCGA-78-7150-01A	59 years, male, white, stage:iib, dead, 666 days	27.0
TCGA-63-A5MN-01A	78 years, female, stage:iib, dead, 345 days	26.9
TCGA-05-4250-01A	79 years, female, stage:iiia, dead, 121 days	26.9
TCGA-18-3416-01A	83 years, male, stage:iib, dead, 973 days	26.9
TCGA-64-5774-01A	60 years, male, white, stage:ib, alive, 2676 days	26.8
TCGA-05-5425-01A	68 years, male, stage:iib, alive, 882 days	26.7
TCGA-55-7724-01A	76 years, female, white, stage:ib, alive, 705 days	26.7
TCGA-55-7576-01A	54 years, male, black or african american, stage:ib, alive, 670 days	26.7
TCGA-44-6779-01A	50 years, female, white, stage:iib, dead, 500 days	26.7
TCGA-46-3765-01A	59 years, female, white, stage:ia, alive, 405 days	26.6
TCGA-55-A494-01A	61 years, female, white, stage:ib, alive, 481 days	26.6
TCGA-44-3398-01A	77 years, female, white, stage:ia, alive, 1163 days	26.5
TCGA-55-7816-01A	49 years, female, white, stage:iv, dead, 468 days	26.4
TCGA-78-7155-01A	68 years, male, white, stage:ib, dead, 1171 days	26.4
TCGA-55-A48Y-01A	69 years, male, white, stage:iia, alive, 630 days	26.4
TCGA-44-3919-01A	71 years, female, white, stage:ia, dead, 1026 days	26.4
TCGA-97-A4M3-01A	69 years, female, white, stage:ia, alive, 540 days	26.3
TCGA-50-5072-01A	74 years, male, white, stage:iiia, dead, 250 days	26.3
TCGA-75-7027-01A	male, stage:ib, alive, 3059 days	26.3
TCGA-75-6212-01A	female, stage:iib, dead, 1516 days	26.2
TCGA-66-2763-01A	63 years, female, stage:ib, alive, 30 days	26.2
TCGA-05-4398-01A	47 years, female, stage:iiib, alive, 1431 days	26.2
TCGA-58-8387-01A	60 years, male, white, stage:iia, dead, 403 days	26.2
TCGA-69-8253-01A	59 years, female, black or african american, stage:iia, alive, 426 days	26.2
TCGA-05-4389-01A	70 years, male, stage:ia, alive, 1369 days	26.2
TCGA-49-6745-01A	82 years, male, white, stage:iiia, alive, 522 days	26.1
TCGA-95-A4VK-01A	74 years, female, white, stage:iiia, alive, 651 days	26.0
TCGA-60-2714-01A	66 years, female, white, stage:iib, alive, 1531 days	26.0
TCGA-L9-A5IP-01A	40 years, female, black or african american, stage:iv, dead, 58 days	26.0
TCGA-50-6592-01A	71 years, female, white, stage:ib, dead, 777 days	26.0
TCGA-MP-A4T4-01A	68 years, female, white, stage:iib, dead, 2617 days	25.9
TCGA-MP-A4TC-01A	78 years, male, white, stage:iiia, dead, 74 days	25.9
TCGA-66-2789-01A	73 years, male, stage:iiib, dead, 123 days	25.9
TCGA-05-5429-01A	60 years, male, stage:iiia, dead, 275 days	25.9
TCGA-38-4627-01A	64 years, female, white, stage:iia, dead, 1147 days	25.7
TCGA-75-5125-01A	male, stage:iib, dead, 2027 days	25.7
TCGA-35-4122-01A	69 years, male, white, stage:ia, alive, 225 days	25.7
TCGA-18-3407-01A	72 years, male, asian, stage:ib, dead, 136 days	25.7
TCGA-18-3409-01A	74 years, male, white, stage:ia, alive, 3747 days	25.7
TCGA-50-5932-01A	75 years, male, white, stage:iib, dead, 1235 days	25.6
TCGA-62-A46Y-01A	70 years, female, white, stage:iiia, dead, 414 days	25.6
TCGA-80-5608-01A	female, stage:ia, alive, 2832 days	25.5
TCGA-64-1679-01A	58 years, female, white, stage:iiia, alive, 2488 days	25.5
TCGA-86-8055-01A	79 years, male, white, stage:iia, dead, 124 days	25.4
TCGA-55-8205-01A	76 years, female, white, stage:iia, alive, 599 days	25.4
TCGA-66-2795-01A	68 years, male, stage:iiib, alive, 122 days	25.3
TCGA-49-4488-01A	74 years, female, white, stage:ia, dead, 869 days	25.3
TCGA-55-8203-01A	69 years, female, white, stage:ia, alive, 547 days	25.2
TCGA-67-3771-01A	77 years, female, black or african american, stage:ia, alive, 610 days	25.2
TCGA-95-A4VN-01A	62 years, female, white, stage:iia, alive, 553 days	25.2
TCGA-NC-A5HM-01A	76 years, male, white, stage:ib, alive, 1212 days	25.1
TCGA-05-4434-01A	67 years, female, stage:iv, dead, 457 days	25.0
TCGA-77-7141-01A	64 years, male, white, stage:ib, alive, 15 days	25.0
TCGA-53-7813-01A	51 years, female, white, stage:iiib, alive, 424 days	24.9
TCGA-55-8091-01A	75 years, male, white, stage:ib, alive, 600 days	24.9
TCGA-91-6849-01A	75 years, female, black or african american, stage:iiia, alive, 35 days	24.8
TCGA-05-4402-01A	57 years, female, stage:iv, dead, 244 days	24.8
TCGA-55-A4DF-01A	88 years, male, white, stage:ia, dead, 614 days	24.8
TCGA-96-7544-01A	83 years, male, white, stage:iib, dead, 2160 days	24.8
TCGA-MP-A5C7-01A	76 years, female, white, stage:ib, alive, 2248 days	24.7
TCGA-97-7554-01A	83 years, female, white, stage:iiia, alive, 775 days	24.6
TCGA-99-8033-01A	74 years, female, white, stage:iv, dead, 656 days	24.6
TCGA-85-8072-01A	60 years, male, white, stage:ia, alive, 932 days	24.6
TCGA-91-6829-01A	79 years, male, white, stage:ib, dead, 1258 days	24.6
TCGA-50-5045-01A	57 years, female, black or african american, dead, 2174 days	24.6
TCGA-49-AAQV-01A	64 years, female, black or african american, stage:ii, dead, 677 days	24.5
TCGA-55-5899-01A	male, white, alive, 930 days	24.5
TCGA-34-5234-01A	71 years, female, white, stage:ia, alive, 2271 days	24.5
TCGA-05-4417-01A	51 years, female, stage:ib, alive, 455 days	24.4
TCGA-90-7766-01A	66 years, female, white, stage:ia, alive, 289 days	24.4
TCGA-55-1592-01A	male, white, stage:ia, dead, 701 days	24.4
TCGA-44-8117-01A	54 years, female, white, stage:ib, alive, 385 days	24.4
TCGA-J2-8192-01A	65 years, female, white, stage:iia, alive, 739 days	24.3
TCGA-62-A46S-01A	73 years, male, white, stage:ib, dead, 1653 days	24.3
TCGA-86-8278-01A	63 years, female, white, stage:iib, alive, 944 days	24.3
TCGA-44-A4SS-01A	73 years, male, white, stage:ia, alive, 415 days	24.3
TCGA-NJ-A4YQ-01A	69 years, female, white, stage:ia, alive, 1432 days	24.2
TCGA-22-5478-01A	79 years, male, stage:ib, dead, 24 days	24.1
TCGA-44-2656-01B	59 years, male, white, stage:ib, alive, 1429 days	24.1
TCGA-58-8391-01A	57 years, female, white, stage:iiia, alive, 2167 days	24.1
TCGA-38-6178-01A	70 years, female, white, stage:iiia, alive, 448 days	24.0
TCGA-49-4505-01A	61 years, female, white, stage:iib, dead, 428 days	24.0
TCGA-O2-A52V-01A	75 years, female, black or african american, stage:ii, dead, 1335 days	24.0
TCGA-53-A4EZ-01A	63 years, male, white, stage:iia, alive, 1071 days	24.0
TCGA-86-8054-01A	61 years, male, white, stage:iib, alive, 1148 days	24.0
TCGA-55-1594-01A	68 years, male, white, stage:iiia, alive, 1178 days	23.9
TCGA-05-4405-01A	74 years, female, stage:ib, alive, 610 days	23.9
TCGA-55-7907-01A	77 years, male, white, stage:iia, dead, 343 days	23.9
TCGA-63-A5MI-01A	65 years, male, stage:iiia, alive, 1784 days	23.9
TCGA-80-5611-01A	male, stage:ib, alive, 2595 days	23.9
TCGA-NC-A5HI-01A	68 years, female, white, stage:ib, alive, 1743 days	23.9
TCGA-50-5941-01A	55 years, female, white, stage:iiia, alive, 1474 days	23.8
TCGA-55-7570-01A	60 years, male, black or african american, stage:ia, alive, 824 days	23.8
TCGA-37-4130-01A	56 years, male, white, stage:ia, alive, 247 days	23.7
TCGA-18-3412-01A	52 years, male, white, stage:ib, dead, 345 days	23.7
TCGA-85-A50M-01A	47 years, male, asian, stage:iia, dead, 826 days	23.6
TCGA-85-A510-01A	74 years, female, white, stage:iib, alive, 482 days	23.5
TCGA-50-6594-01A	79 years, female, black or african american, stage:iiia, dead, 370 days	23.5
TCGA-62-A46R-01A	54 years, female, white, stage:ib, dead, 1725 days	23.5
TCGA-85-A4JB-01A	74 years, male, white, stage:iib, alive, 942 days	23.5
TCGA-J2-A4AD-01A	61 years, female, white, stage:ia, dead, 550 days	23.5
TCGA-44-6147-01B	67 years, female, white, stage:ia, alive, 845 days	23.5
TCGA-NC-A5HR-01A	75 years, female, white, stage:iia, alive, 1244 days	23.4
TCGA-85-7696-01A	64 years, male, white, stage:ia, alive, 1111 days	23.4
TCGA-55-8089-01A	56 years, male, white, stage:ia, dead, 702 days	23.4
TCGA-68-A59I-01A	73 years, female, black or african american, stage:iiia, alive, 428 days	23.4
TCGA-90-A4ED-01A	69 years, male, white, stage:ib, alive, 615 days	23.4
TCGA-55-7573-01A	72 years, female, white, stage:ia, alive, 487 days	23.4
TCGA-78-7148-01A	71 years, male, white, stage:iib, dead, 626 days	23.3
TCGA-67-3772-01A	82 years, female, white, stage:ib, alive, 573 days	23.3
TCGA-56-1622-01A	58 years, male, white, stage:ib, dead, 881 days	23.3
TCGA-56-7582-01A	84 years, male, white, stage:ib, alive, 601 days	23.3
TCGA-50-5939-01A	85 years, male, white, stage:ib, dead, 460 days	23.2
TCGA-05-4382-01A	68 years, male, stage:ib, alive, 607 days	23.1
TCGA-69-7974-01A	54 years, female, white, stage:iiia, alive, 184 days	23.1
TCGA-49-4501-01A	67 years, female, white, stage:ib, dead, 1421 days	23.1
TCGA-58-A46N-01A	52 years, male, white, stage:ib, alive, 910 days	23.1
TCGA-73-4675-01A	59 years, male, white, stage:iiia, dead, 922 days	23.1
TCGA-98-7454-01A	73 years, male, white, stage:ib, alive, 652 days	23.1
TCGA-77-7465-01A	59 years, male, white, stage:iia, alive, 990 days	23.1
TCGA-86-8073-01A	58 years, male, white, stage:ib, alive, 740 days	23.1
TCGA-86-8074-01A	62 years, female, white, stage:iia, alive, 24 days	23.0
TCGA-05-4426-01A	71 years, male, stage:ib, alive, 791 days	23.0
TCGA-44-7661-01A	69 years, female, white, stage:ib, dead, 557 days	23.0
TCGA-66-2778-01A	68 years, female, stage:iiib, alive, 578 days	23.0
TCGA-97-A4M6-01A	45 years, female, white, stage:ia, alive, 568 days	22.9
TCGA-98-A53J-01A	78 years, male, white, stage:ib, alive, 630 days	22.9
TCGA-55-8505-01A	62 years, male, white, stage:iiia, alive, 440 days	22.9
TCGA-85-6561-01A	66 years, male, white, stage:ib, alive, 1224 days	22.9
TCGA-56-A5DS-01A	72 years, female, white, stage:ib, alive, 8 days	22.9
TCGA-55-8092-01A	75 years, male, white, stage:iib, dead, 154 days	22.9
TCGA-69-7979-01A	71 years, female, white, stage:ib, alive, 408 days	22.8
TCGA-67-3774-01A	73 years, female, white, stage:ib, alive, 385 days	22.8
TCGA-78-8660-01A	69 years, male, stage:iib, dead, 321 days	22.8
TCGA-44-A479-01A	74 years, female, black or african american, stage:ib, alive, 486 days	22.8
TCGA-73-4666-01A	52 years, female, white, stage:iv, alive, 800 days	22.7
TCGA-75-6214-01A	female, stage:iiia, dead, 1115 days	22.7
TCGA-05-4397-01A	65 years, male, stage:iib, dead, 731 days	22.7
TCGA-86-8585-01A	57 years, male, white, stage:ib, alive, 353 days	22.7
TCGA-44-3396-01A	74 years, female, white, stage:iiia, alive, 1130 days	22.7
TCGA-77-7337-01A	65 years, male, white, stage:iib, dead, 3253 days	22.7
TCGA-75-6206-01A	male, stage:ib, alive, 2590 days	22.7
TCGA-39-5024-01A	65 years, female, white, stage:iiia, alive, 2510 days	22.6
TCGA-66-2800-01A	70 years, male, stage:iiib, alive, 1492 days	22.6
TCGA-77-7138-01A	67 years, male, stage:ib, dead, 340 days	22.5
TCGA-44-6775-01A	72 years, female, white, stage:ib, alive, 705 days	22.5
TCGA-63-6202-01A	male, stage:iia, alive, 1602 days	22.5
TCGA-MN-A4N5-01A	63 years, male, white, stage:ia, alive, 84 days	22.5
TCGA-18-3415-01A	77 years, male, stage:ib, dead, 2803 days	22.5
TCGA-43-8115-01A	72 years, female, white, stage:iia, alive, 407 days	22.4
TCGA-56-7730-01A	73 years, male, white, stage:iia, dead, 198 days	22.4
TCGA-L4-A4E5-01A	48 years, female, white, stage:i, alive, 578 days	22.4
TCGA-18-4721-01A	74 years, male, white, stage:ia, alive, 4694 days	22.4
TCGA-68-7756-01A	84 years, male, white, stage:iiia, alive, 202 days	22.4
TCGA-69-7764-01A	75 years, male, white, stage:ia, alive, 414 days	22.4
TCGA-55-7227-01A	77 years, male, white, stage:iiia, dead, 952 days	22.4
TCGA-85-A50Z-01A	57 years, male, white, stage:iia, alive, 493 days	22.4
TCGA-49-6744-01A	64 years, female, white, stage:iia, alive, 1683 days	22.4
TCGA-L9-A444-01A	60 years, female, white, stage:ia, alive, 307 days	22.3
TCGA-78-7156-01A	62 years, male, white, stage:iv, dead, 976 days	22.3
TCGA-98-A538-01A	67 years, male, white, stage:iib, alive, 826 days	22.3
TCGA-66-2787-01A	57 years, male, stage:ia, alive, 1217 days	22.3
TCGA-78-7159-01A	60 years, female, white, stage:ia, alive, 1974 days	22.2
TCGA-MP-A4T9-01A	54 years, female, white, stage:iiia, dead, 1265 days	22.2
TCGA-73-A9RS-01A	41 years, male, black or african american, stage:iib, dead, 340 days	22.2
TCGA-64-1677-01A	78 years, female, white, stage:iiia, dead, 628 days	22.2
TCGA-62-A46V-01A	78 years, female, white, stage:ib, alive, 2199 days	22.2
TCGA-55-7995-01A	73 years, female, white, stage:ia, alive, 889 days	22.2
TCGA-85-8355-01A	63 years, male, white, stage:ia, alive, 61 days	22.1
TCGA-94-7943-01A	80 years, male, white, stage:ia, alive, 559 days	22.1
TCGA-50-5049-01A	70 years, male, white, stage:ia, alive, 3094 days	22.1
TCGA-73-4659-01A	66 years, male, white, stage:iiia, dead, 711 days	22.1
TCGA-21-5783-01A	76 years, male, white, stage:ib, dead, 2680 days	22.0
TCGA-55-6980-01A	male, white, stage:ia, alive, 2109 days	22.0
TCGA-49-4507-01A	73 years, female, white, stage:iiia, dead, 268 days	22.0
TCGA-22-0944-01A	61 years, male, white, stage:ib, dead, 223 days	22.0
TCGA-77-8148-01A	68 years, male, stage:iiia, alive, 2023 days	21.9
TCGA-55-6982-01A	female, white, stage:iib, dead, 995 days	21.9
TCGA-55-7903-01A	64 years, male, white, stage:ia, alive, 567 days	21.9
TCGA-34-8454-01A	62 years, female, white, stage:iiia, alive, 1180 days	21.8
TCGA-85-A4JC-01A	84 years, male, white, stage:iia, dead, 604 days	21.8
TCGA-18-3421-01A	65 years, male, white, stage:ib, alive, 2645 days	21.8
TCGA-49-AAR9-01A	61 years, male, black or african american, stage:iib, dead, 260 days	21.8
TCGA-77-7142-01A	59 years, female, white, stage:ib, alive, 2227 days	21.8
TCGA-55-8085-01A	64 years, male, white, stage:ia, alive, 904 days	21.8
TCGA-37-4135-01A	68 years, male, white, stage:ib, alive, 207 days	21.7
TCGA-55-6642-01A	63 years, male, white, stage:ib, alive, 2449 days	21.7
TCGA-90-7767-01A	56 years, male, white, stage:iib, alive, 89 days	21.7
TCGA-85-8070-01A	71 years, male, white, stage:ib, alive, 960 days	21.7
TCGA-97-8177-01A	59 years, female, white, stage:ib, alive, 499 days	21.6
TCGA-49-AARE-01A	51 years, female, black or african american, stage:ia, dead, 1229 days	21.6
TCGA-50-6593-01A	49 years, female, white, stage:iiia, dead, 336 days	21.6
TCGA-NC-A5HK-01A	58 years, female, white, stage:iib, alive, 128 days	21.6
TCGA-55-8090-01A	80 years, male, white, stage:ia, dead, 598 days	21.6
TCGA-62-A470-01A	84 years, male, white, stage:ib, dead, 1194 days	21.5
TCGA-91-7771-01A	62 years, male, white, stage:iib, alive, 492 days	21.5
TCGA-22-4594-01A	60 years, female, stage:iiia, dead, 1470 days	21.5
TCGA-95-8039-01A	72 years, male, white, stage:ia, alive, 830 days	21.5
TCGA-77-8153-01A	77 years, female, stage:ib, alive, 1992 days	21.4
TCGA-49-4506-01A	68 years, female, white, stage:iib, dead, 999 days	21.4
TCGA-56-8308-01A	79 years, male, white, stage:iib, alive, 517 days	21.4
TCGA-58-A46K-01A	59 years, male, white, stage:iiia, dead, 1045 days	21.3
TCGA-55-6543-01A	female, white, stage:ia, alive, 435 days	21.3
TCGA-55-6983-01A	male, white, stage:iib, alive, 2823 days	21.3
TCGA-49-4510-01A	51 years, female, black or african american, stage:iib, dead, 896 days	21.3
TCGA-05-4427-01A	65 years, female, stage:iib, alive, 791 days	21.3
TCGA-66-2792-01A	58 years, male, stage:iib, alive, 913 days	21.3
TCGA-64-5781-01A	55 years, female, white, stage:ib, alive, 1559 days	21.2
TCGA-44-2661-01A	69 years, female, white, stage:ia, alive, 1159 days	21.2
TCGA-69-7973-01A	42 years, female, white, stage:ib, alive, 230 days	21.2
TCGA-55-8301-01A	59 years, male, white, stage:ib, alive, 534 days	21.2
TCGA-MP-A4TI-01A	72 years, male, white, stage:iia, dead, 429 days	21.2
TCGA-43-2576-01A	62 years, female, white, stage:iiia, alive, 1223 days	21.2
TCGA-55-6972-01A	72 years, male, white, stage:ib, dead, 1632 days	21.2
TCGA-05-4418-01A	69 years, male, stage:iiia, dead, 274 days	21.1
TCGA-86-8056-01A	64 years, female, white, stage:iiia, alive, 139 days	21.1
TCGA-39-5016-01A	44 years, male, white, stage:iia, alive, 3850 days	21.1
TCGA-NJ-A4YI-01A	87 years, female, white, stage:iiia, dead, 4 days	21.1
TCGA-60-2703-01A	73 years, male, white, stage:iib, dead, 2945 days	21.1
TCGA-38-4632-01A	42 years, male, black or african american, stage:iv, dead, 1357 days	21.0
TCGA-50-5044-01A	72 years, female, white, stage:iiib, dead, 624 days	21.0
TCGA-44-6146-01A	64 years, male, white, stage:iib, alive, 728 days	21.0
TCGA-33-4532-01A	68 years, male, white, stage:ib, dead, 3924 days	21.0
TCGA-43-A474-01A	66 years, male, white, stage:iia, alive, 353 days	21.0
TCGA-64-1680-01A	63 years, male, white, stage:iv, alive, 1126 days	21.0
TCGA-85-7698-01A	48 years, male, white, stage:ia, alive, 952 days	20.9
TCGA-85-8666-01A	65 years, male, white, stage:ib, dead, 687 days	20.9
TCGA-33-AASJ-01A	60 years, male, black or african american, stage:ib, dead, 3600 days	20.9
TCGA-50-7109-01A	60 years, male, white, stage:ia, dead, 308 days	20.9
TCGA-94-A5I6-01A	62 years, male, white, stage:iib, alive, 538 days	20.9
TCGA-63-A5ML-01A	68 years, male, stage:ib, alive, 1386 days	20.8
TCGA-39-5021-01A	70 years, male, white, stage:ib, dead, 2086 days	20.8
TCGA-46-3767-01A	76 years, male, white, stage:ia, alive, 388 days	20.8
TCGA-85-6560-01A	59 years, male, white, stage:iia, alive, 1259 days	20.8
TCGA-78-7143-01A	62 years, female, white, stage:ib, dead, 4961 days	20.8
TCGA-86-8358-01A	44 years, male, white, stage:ib, alive, 653 days	20.8
TCGA-56-8304-01A	73 years, female, white, stage:ia, alive, 106 days	20.8
TCGA-22-5472-01A	67 years, male, white, stage:ib, dead, 1975 days	20.8
TCGA-MP-A4TA-01A	75 years, female, white, stage:ia, dead, 950 days	20.7
TCGA-33-AASB-01A	66 years, male, black or african american, stage:ib, dead, 211 days	20.7
TCGA-22-5473-01A	78 years, male, white, dead, 1933 days	20.7
TCGA-78-8640-01A	59 years, male, stage:iia, alive, 7062 days	20.7
TCGA-37-3792-01A	69 years, male, white, stage:ib, alive, 12 days	20.7
TCGA-58-A46J-01A	64 years, male, white, stage:iib, alive, 2589 days	20.7
TCGA-62-8402-01A	73 years, female, white, stage:iiia, dead, 1498 days	20.7
TCGA-66-2793-01A	68 years, male, stage:iiib, dead, 306 days	20.7
TCGA-44-5645-01A	61 years, female, black or african american, stage:ia, alive, 852 days	20.6
TCGA-50-5935-01A	86 years, female, white, stage:ia, dead, 653 days	20.6
TCGA-69-7763-01A	69 years, male, white, stage:ia, alive, 690 days	20.6
TCGA-22-5477-01A	65 years, male, white, stage:ia, dead, 1346 days	20.6
TCGA-97-7552-01A	70 years, male, white, stage:ib, alive, 1932 days	20.6
TCGA-44-2665-01A	55 years, female, white, stage:iib, alive, 1301 days	20.5
TCGA-37-3783-01A	51 years, male, white, stage:iiia, alive, 122 days	20.5
TCGA-93-8067-01A	77 years, male, asian, stage:ib, alive, 186 days	20.5
TCGA-64-5815-01A	74 years, male, white, stage:iib, alive, 866 days	20.5
TCGA-38-4631-01A	72 years, female, white, stage:ib, dead, 354 days	20.5
TCGA-52-7809-01A	74 years, male, white, stage:ib, dead, 166 days	20.5
TCGA-66-2777-01A	71 years, male, stage:ib, alive, 61 days	20.4
TCGA-86-7713-01A	70 years, male, white, stage:iia, alive, 1157 days	20.4
TCGA-67-3773-01A	84 years, female, white, stage:ib, alive, 427 days	20.4
TCGA-34-2596-01A	70 years, male, white, stage:iib, dead, 80 days	20.4
TCGA-78-7147-01A	67 years, female, white, stage:iib, dead, 586 days	20.4
TCGA-22-1011-01A	73 years, male, white, stage:ib, dead, 53 days	20.4
TCGA-55-6978-01A	male, white, stage:iia, dead, 176 days	20.4
TCGA-55-6975-01A	male, white, stage:iib, dead, 118 days	20.4
TCGA-66-2734-01A	62 years, female, stage:ib, alive, 1311 days	20.3
TCGA-85-7843-01A	50 years, male, white, stage:iia, alive, 35 days	20.3
TCGA-63-A5MV-01A	69 years, male, stage:iia, alive, 1100 days	20.3
TCGA-49-AAR4-01A	51 years, male, black or african american, stage:iiia, dead, 879 days	20.3
TCGA-92-7341-01A	71 years, male, white, stage:ib, alive, 106 days	20.3
TCGA-51-4080-01A	65 years, male, black or african american, stage:iiib, dead, 12 days	20.3
TCGA-33-AASL-01A	57 years, female, black or african american, stage:ia, dead, 826 days	20.2
TCGA-91-6828-01A	70 years, male, white, stage:ia, alive, 323 days	20.2
TCGA-73-7498-01A	58 years, female, white, stage:ia, alive, 1189 days	20.2
TCGA-NJ-A55O-01A	56 years, female, white, stage:iia, alive, 13 days	20.1
TCGA-22-5483-01A	74 years, male, white, stage:iia, dead, 573 days	20.1
TCGA-39-5027-01A	73 years, male, white, stage:ib, alive, 3108 days	20.1
TCGA-L9-A443-01A	63 years, female, white, stage:ia, dead, 193 days	20.1
TCGA-99-8025-01A	72 years, female, black or african american, stage:iiia, alive, 1060 days	20.1
TCGA-86-A456-01A	78 years, female, asian, stage:ia, alive, 896 days	20.1
TCGA-50-5930-01A	47 years, male, white, stage:iiia, dead, 282 days	20.1
TCGA-85-6798-01A	57 years, male, white, stage:iiia, dead, 195 days	20.1
TCGA-86-8076-01A	42 years, male, white, stage:ia, alive, 993 days	20.0
TCGA-97-7547-01A	67 years, female, white, stage:ib, alive, 1965 days	20.0
TCGA-98-A53I-01A	64 years, male, white, stage:iia, alive, 565 days	20.0
TCGA-67-6215-01A	52 years, female, white, stage:ib, alive, 174 days	20.0
TCGA-77-8143-01A	76 years, male, stage:iiia, dead, 803 days	20.0
TCGA-NK-A5CT-01A	70 years, male, white, stage:ia, alive, 1997 days	20.0
TCGA-55-8204-01A	87 years, female, white, stage:ib, alive, 515 days	20.0
TCGA-55-8302-01A	54 years, male, white, stage:ib, alive, 478 days	20.0
TCGA-44-A4SU-01A	68 years, female, white, stage:ia, dead, 409 days	19.9
TCGA-46-3766-01A	62 years, female, white, stage:ia, alive, 370 days	19.9
TCGA-60-2726-01A	56 years, male, white, stage:iia, dead, 358 days	19.9
TCGA-56-8504-01A	74 years, male, white, stage:ib, alive, 510 days	19.9
TCGA-58-A46M-01A	61 years, male, white, stage:iib, alive, 1072 days	19.9
TCGA-66-2753-01A	69 years, male, stage:ib, alive, 31 days	19.8
TCGA-71-8520-01A	60 years, female, asian, stage:ib, dead, 210 days	19.7
TCGA-55-7911-01A	70 years, female, white, stage:ia, alive, 537 days	19.7
TCGA-55-8094-01A	51 years, male, white, stage:iv, alive, 541 days	19.7
TCGA-67-6216-01A	57 years, female, white, stage:ia, alive, 141 days	19.7
TCGA-NC-A5HT-01A	69 years, male, white, stage:iiia, alive, 804 days	19.7
TCGA-22-4607-01A	75 years, male, white, stage:ib, dead, 587 days	19.6
TCGA-51-4081-01A	55 years, male, white, stage:iib, alive, 911 days	19.6
TCGA-35-3615-01A	57 years, male, white, stage:ib, alive, 14 days	19.6
TCGA-86-8075-01A	66 years, female, white, stage:ib, dead, 694 days	19.6
TCGA-MP-A4SV-01A	67 years, male, stage:ib, dead, 2620 days	19.6
TCGA-55-7913-01B	61 years, female, black or african american, stage:ia, dead, 561 days	19.6
TCGA-90-7769-01A	55 years, male, white, stage:iib, alive, 358 days	19.6
TCGA-56-7222-01A	60 years, male, white, stage:ib, dead, 562 days	19.6
TCGA-97-A4M0-01A	60 years, female, white, stage:ib, alive, 652 days	19.6
TCGA-69-8254-01A	85 years, male, white, alive, 409 days	19.6
TCGA-44-8119-01A	73 years, male, white, stage:iib, alive, 285 days	19.6
TCGA-86-8280-01A	54 years, female, white, stage:iia, alive, 701 days	19.6
TCGA-49-AARO-01A	39 years, female, black or african american, stage:ia, alive, 3759 days	19.6
TCGA-66-2783-01A	67 years, male, stage:iiib, alive, 759 days	19.6
TCGA-93-7348-01A	75 years, female, white, stage:ia, alive, 531 days	19.6
TCGA-34-5928-01A	83 years, female, white, stage:iib, alive, 1196 days	19.5
TCGA-91-8496-01A	63 years, female, white, stage:ib, alive, 505 days	19.5
TCGA-44-6776-01A	60 years, female, white, stage:ia, alive, 2616 days	19.5
TCGA-39-5022-01A	76 years, male, white, stage:ib, dead, 1679 days	19.5
TCGA-97-7938-01A	76 years, female, white, stage:ia, dead, 18 days	19.4
TCGA-50-5933-01A	72 years, male, white, stage:iiib, dead, 2393 days	19.4
TCGA-55-6987-01A	77 years, male, white, stage:ia, alive, 2137 days	19.4
TCGA-34-8456-01A	71 years, female, white, stage:iia, alive, 804 days	19.4
TCGA-05-4425-01A	70 years, female, stage:iv, alive, 669 days	19.4
TCGA-55-8616-01A	58 years, female, white, stage:ib, alive, 48 days	19.4
TCGA-33-4587-01A	63 years, female, white, stage:ib, dead, 1656 days	19.3
TCGA-60-2704-01A	73 years, male, white, stage:iib, dead, 1154 days	19.3
TCGA-NJ-A55A-01A	76 years, female, white, stage:ib, alive, 15 days	19.3
TCGA-55-6712-01A	male, white, stage:iia, dead, 171 days	19.2
TCGA-86-7714-01A	61 years, female, black or african american, stage:iiia, dead, 625 days	19.2
TCGA-78-7535-01A	45 years, male, white, stage:ib, dead, 949 days	19.2
TCGA-33-4566-01A	40 years, male, white, stage:ib, dead, 5287 days	19.2
TCGA-05-4430-01A	59 years, female, stage:ib, alive, 761 days	19.2
TCGA-O2-A5IB-01A	71 years, female, white, stage:iii, dead, 340 days	19.2
TCGA-86-8672-01A	59 years, male, white, stage:iib, dead, 19 days	19.2
TCGA-38-7271-01A	72 years, female, white, stage:ia, dead, 800 days	19.2
TCGA-77-8136-01A	74 years, female, stage:iib, dead, 1189 days	19.1
TCGA-49-4490-01A	45 years, female, white, stage:iiia, dead, 385 days	19.1
TCGA-55-6968-01A	61 years, male, white, stage:iv, dead, 1293 days	19.1
TCGA-85-A53L-01A	63 years, male, asian, stage:iia, alive, 377 days	19.0
TCGA-21-1079-01A	71 years, male, white, stage:iiia, dead, 965 days	19.0
TCGA-51-6867-01A	72 years, female, white, stage:i, dead, 1856 days	19.0
TCGA-38-A44F-01A	80 years, male, white, stage:ib, alive, 133 days	19.0
TCGA-55-8506-01A	62 years, female, white, stage:iib, alive, 11 days	19.0
TCGA-52-7812-01A	68 years, male, white, dead, 835 days	19.0
TCGA-77-7335-01A	62 years, female, white, stage:iiib, dead, 2133 days	19.0
TCGA-95-8494-01A	67 years, male, white, stage:iia, alive, 84 days	19.0
TCGA-38-4629-01A	68 years, male, white, stage:iib, dead, 864 days	19.0
TCGA-78-7542-01A	56 years, male, white, stage:ib, dead, 321 days	19.0
TCGA-97-7546-01A	76 years, female, white, stage:ia, alive, 1285 days	19.0
TCGA-37-A5EL-01A	53 years, male, white, stage:iib, dead, 1143 days	19.0
TCGA-83-5908-01A	59 years, female, white, stage:ia, alive, 824 days	18.9
TCGA-77-7139-01A	56 years, male, white, stage:iib, alive, 4261 days	18.9
TCGA-66-2773-01A	69 years, male, stage:ib, dead, 92 days	18.9
TCGA-05-4432-01A	66 years, male, stage:iib, alive, 761 days	18.9
TCGA-66-2756-01A	68 years, male, stage:iiib, alive, 30 days	18.9
TCGA-22-5474-01A	74 years, male, white, stage:ib, dead, 445 days	18.9
TCGA-98-A539-01A	63 years, male, white, stage:iib, alive, 173 days	18.8
TCGA-85-A511-01A	62 years, male, white, stage:iib, dead, 455 days	18.8
TCGA-86-8673-01A	61 years, male, white, stage:ib, alive, 862 days	18.8
TCGA-85-A4CN-01A	56 years, female, white, stage:iib, alive, 1038 days	18.8
TCGA-85-8584-01A	71 years, male, white, stage:iia, dead, 383 days	18.8
TCGA-91-6835-01A	81 years, female, white, stage:ia, alive, 79 days	18.8
TCGA-95-7567-01A	61 years, male, white, stage:iib, alive, 568 days	18.8
TCGA-MP-A4TJ-01A	62 years, female, stage:ia, dead, 339 days	18.7
TCGA-78-7167-01A	77 years, male, white, stage:iv, dead, 2681 days	18.7
TCGA-22-1000-01A	76 years, male, white, stage:ib, dead, 454 days	18.7
TCGA-77-A5G3-01A	63 years, male, stage:iib, alive, 4570 days	18.7
TCGA-44-2666-01A	43 years, male, white, stage:ib, dead, 97 days	18.7
TCGA-55-A57B-01A	80 years, female, black or african american, stage:ia, alive, 546 days	18.6
TCGA-99-8028-01A	50 years, female, black or african american, stage:ia, alive, 1118 days	18.6
TCGA-O2-A52Q-01A	45 years, female, white, stage:iii, dead, 113 days	18.6
TCGA-39-5034-01A	73 years, female, white, stage:iib, dead, 1107 days	18.6
TCGA-37-A5EN-01A	59 years, male, white, stage:iiib, alive, 660 days	18.6
TCGA-62-A46P-01A	65 years, male, white, stage:ib, dead, 594 days	18.6
TCGA-93-7347-01A	76 years, female, white, stage:ia, alive, 683 days	18.5
TCGA-05-4422-01A	68 years, male, stage:ib, alive, 365 days	18.5
TCGA-78-7152-01A	65 years, male, white, stage:ib, dead, 1215 days	18.5
TCGA-66-2788-01A	56 years, male, stage:ib, alive, 699 days	18.5
TCGA-86-8669-01A	64 years, male, white, stage:ia, alive, 938 days	18.5
TCGA-60-2722-01A	66 years, male, white, stage:iib, alive, 908 days	18.5
TCGA-75-7025-01A	male, stage:ib, alive, 3305 days	18.5
TCGA-97-7937-01A	65 years, male, white, stage:ib, alive, 564 days	18.5
TCGA-44-8120-01A	58 years, male, black or african american, stage:ib, alive, 260 days	18.4
TCGA-68-7757-01B	74 years, male, white, stage:ia, alive, 211 days	18.4
TCGA-85-8580-01A	52 years, female, white, stage:ib, alive, 1113 days	18.3
TCGA-33-A5GW-01A	67 years, male, white, stage:iia, dead, 9 days	18.3
TCGA-38-4628-01A	65 years, female, white, stage:iib, dead, 1492 days	18.3
TCGA-97-8174-01A	67 years, male, white, stage:iia, dead, 164 days	18.3
TCGA-L9-A743-01A	56 years, male, black or african american, stage:iia, alive, 664 days	18.3
TCGA-NC-A5HQ-01A	70 years, male, white, stage:iiia, dead, 448 days	18.3
TCGA-94-A5I4-01A	61 years, male, white, stage:iia, alive, 491 days	18.3
TCGA-56-A4BX-01A	70 years, male, white, stage:iia, alive, 405 days	18.3
TCGA-38-4626-01A	57 years, female, white, alive, 3674 days	18.2
TCGA-56-7221-01A	79 years, male, white, stage:ib, alive, 608 days	18.2
TCGA-39-5036-01A	73 years, male, white, stage:ib, alive, 2165 days	18.2
TCGA-66-2781-01A	67 years, male, stage:ib, alive, 121 days	18.2
TCGA-50-5944-01A	69 years, female, white, stage:ia, alive, 1750 days	18.2
TCGA-98-A53D-01A	68 years, male, white, stage:iib, dead, 645 days	18.2
TCGA-86-6851-01A	73 years, female, white, stage:iia, alive, 179 days	18.2
TCGA-50-5055-01A	79 years, female, white, stage:iia, dead, 1830 days	18.2
TCGA-63-7022-01A	female, stage:ia, alive, 2073 days	18.1
TCGA-56-7823-01B	58 years, female, white, stage:iia, alive, 1011 days	18.1
TCGA-99-8032-01A	62 years, male, white, stage:ia, alive, 44 days	18.1
TCGA-MP-A4TH-01A	70 years, female, white, stage:ia, alive, 741 days	18.1
TCGA-55-6985-01A	58 years, female, white, stage:ib, alive, 1233 days	18.1
TCGA-78-7162-01A	75 years, male, white, stage:ia, dead, 3169 days	18.1
TCGA-78-7220-01A	53 years, female, white, stage:iiia, dead, 807 days	18.1
TCGA-34-5927-01A	70 years, female, white, stage:ia, alive, 1361 days	18.1
TCGA-77-6842-01A	79 years, male, white, stage:iib, dead, 899 days	18.0
TCGA-66-2765-01A	64 years, male, stage:ib, alive, 61 days	18.0
TCGA-55-6971-01A	59 years, female, white, stage:ib, alive, 1400 days	18.0
TCGA-56-A4ZK-01A	76 years, female, white, stage:ib, alive, 570 days	17.9
TCGA-94-8491-01A	73 years, male, white, stage:iia, alive, 810 days	17.9
TCGA-55-A48X-01A	63 years, female, white, stage:iia, alive, 689 days	17.9
TCGA-56-8625-01A	66 years, female, white, stage:iiia, dead, 315 days	17.9
TCGA-49-4486-01A	72 years, male, white, stage:ia, dead, 2318 days	17.9
TCGA-44-2659-01A	65 years, female, white, stage:iib, alive, 1367 days	17.9
TCGA-55-8208-01A	73 years, female, white, stage:ia, alive, 674 days	17.9
TCGA-63-A5MG-01A	68 years, male, stage:ib, alive, 2148 days	17.9
TCGA-L3-A524-01A	45 years, female, white, stage:iib, dead, 490 days	17.8
TCGA-86-A4D0-01A	48 years, male, white, stage:iia, dead, 116 days	17.8
TCGA-85-A512-01A	46 years, male, white, stage:iia, alive, 465 days	17.8
TCGA-22-5491-01A	74 years, male, white, stage:ia, dead, 1713 days	17.8
TCGA-44-A47A-01A	78 years, female, white, stage:ib, alive, 466 days	17.8
TCGA-J2-A4AG-01A	66 years, female, white, stage:ia, alive, 988 days	17.8
TCGA-22-1016-01A	65 years, male, white, stage:ib, dead, 822 days	17.8
TCGA-97-7941-01A	72 years, female, white, stage:ia, alive, 484 days	17.8
TCGA-58-A46L-01A	73 years, male, white, stage:iiia, alive, 1723 days	17.8
TCGA-55-7574-01A	64 years, female, white, stage:ib, dead, 995 days	17.7
TCGA-33-4547-01A	68 years, male, white, stage:ib, alive, 2419 days	17.7
TCGA-86-8674-01A	50 years, male, white, stage:iia, alive, 806 days	17.7
TCGA-MN-A4N1-01A	60 years, male, black or african american, stage:iia, alive, 827 days	17.7
TCGA-95-7948-01A	42 years, female, white, stage:ib, alive, 476 days	17.7
TCGA-55-A48Z-01A	60 years, female, white, stage:iiib, alive, 651 days	17.7
TCGA-21-1070-01A	61 years, female, black or african american, stage:iiia, alive, 3636 days	17.7
TCGA-49-4487-01A	72 years, female, white, stage:ia, dead, 855 days	17.7
TCGA-91-6840-01A	59 years, female, white, stage:ia, alive, 372 days	17.6
TCGA-64-1681-01A	61 years, female, white, stage:ia, dead, 1167 days	17.6
TCGA-77-8146-01A	72 years, male, stage:ia, alive, 3189 days	17.6
TCGA-52-7622-01A	62 years, female, white, stage:ia, alive, 862 days	17.5
TCGA-43-A56V-01A	61 years, male, black or african american, stage:iiia, alive, 366 days	17.5
TCGA-91-A4BD-01A	78 years, male, white, stage:iia, alive, 603 days	17.4
TCGA-NC-A5HN-01A	77 years, male, white, stage:iia, alive, 1499 days	17.4
TCGA-60-2709-01A	69 years, male, black or african american, stage:ib, alive, 1505 days	17.4
TCGA-66-2737-01A	72 years, male, stage:iib, alive, 61 days	17.4
TCGA-91-6847-01A	62 years, female, white, stage:ib, alive, 842 days	17.4
TCGA-18-4086-01A	65 years, male, stage:ib, dead, 85 days	17.4
TCGA-43-3394-01A	52 years, male, black or african american, stage:ib, dead, 1190 days	17.4
TCGA-77-8007-01A	68 years, male, stage:iib, dead, 198 days	17.4
TCGA-O2-A52W-01A	63 years, male, black or african american, stage:i, dead, 261 days	17.4
TCGA-55-8096-01A	67 years, female, white, stage:ib, dead, 719 days	17.4
TCGA-77-6843-01A	74 years, male, white, stage:iia, dead, 2224 days	17.4
TCGA-56-7579-01A	62 years, male, white, stage:iiia, dead, 951 days	17.3
TCGA-66-2770-01A	79 years, male, stage:ib, alive, 700 days	17.3
TCGA-49-6761-01A	68 years, female, white, stage:iiia, alive, 354 days	17.3
TCGA-39-5019-01A	70 years, male, white, stage:ib, alive, 3387 days	17.3
TCGA-69-7761-01A	85 years, male, white, stage:ib, alive, 186 days	17.2
TCGA-86-8279-01A	46 years, male, white, stage:iia, alive, 949 days	17.2
TCGA-39-5039-01A	76 years, male, white, stage:iia, dead, 544 days	17.2
TCGA-73-4662-01A	65 years, female, white, stage:ia, alive, 2515 days	17.2
TCGA-69-7760-01A	73 years, male, white, stage:iib, alive, 202 days	17.2
TCGA-MP-A4SY-01A	61 years, male, white, stage:iib, dead, 1501 days	17.2
TCGA-71-6725-01A	48 years, female, asian, stage:ib, alive, 256 days	17.2
TCGA-49-AARQ-01A	41 years, female, black or african american, stage:i, alive, 6732 days	17.2
TCGA-NC-A5HJ-01A	59 years, male, white, stage:iib, dead, 418 days	17.2
TCGA-60-2707-01A	70 years, male, stage:ib, dead, 667 days	17.1
TCGA-XC-AA0X-01A	77 years, female, black or african american, stage:ia, dead, 6 days	17.1
TCGA-97-7553-01A	58 years, female, white, stage:ia, alive, 1870 days	17.1
TCGA-60-2713-01A	64 years, male, white, stage:ib, alive, 1731 days	17.1
TCGA-77-7338-01A	64 years, male, white, stage:ib, dead, 5 days	17.1
TCGA-MP-A4SW-01A	53 years, male, white, stage:iib, dead, 1778 days	17.1
TCGA-05-4390-01A	58 years, female, stage:ib, alive, 1126 days	17.0
TCGA-55-8621-01A	75 years, female, white, stage:ia, alive, 515 days	17.0
TCGA-97-8176-01A	63 years, male, white, stage:iiia, dead, 468 days	17.0
TCGA-55-8508-01A	60 years, female, black or african american, stage:iia, alive, 617 days	17.0
TCGA-18-3417-01A	65 years, male, stage:iv, dead, 1097 days	17.0
TCGA-46-3769-01A	57 years, male, white, alive, 135 days	17.0
TCGA-J2-A4AE-01A	77 years, female, white, stage:ia, alive, 1079 days	17.0
TCGA-63-A5MT-01A	74 years, male, stage:iib, alive, 498 days	17.0
TCGA-NC-A5HP-01A	69 years, male, white, stage:iv, dead, 770 days	16.9
TCGA-21-5784-01A	80 years, female, white, stage:ib, alive, 1268 days	16.9
TCGA-50-8460-01A	74 years, male, white, stage:ia, alive, 829 days	16.9
TCGA-97-A4M5-01A	84 years, male, white, stage:ia, alive, 634 days	16.9
TCGA-77-6845-01A	69 years, male, white, stage:iib, dead, 708 days	16.9
TCGA-50-6673-01A	84 years, female, white, stage:i, dead, 22 days	16.8
TCGA-56-7822-01A	76 years, male, black or african american, stage:iib, dead, 532 days	16.8
TCGA-44-6778-01A	59 years, male, black or african american, stage:ia, alive, 1864 days	16.7
TCGA-55-8513-01A	77 years, female, white, stage:iib, alive, 791 days	16.7
TCGA-L3-A4E7-01A	71 years, male, white, stage:ib, alive, 392 days	16.7
TCGA-98-A53A-01A	70 years, male, black or african american, stage:ib, dead, 552 days	16.7
TCGA-60-2708-01A	64 years, female, white, stage:iib, alive, 2447 days	16.6
TCGA-34-5236-01A	60 years, male, white, stage:iib, dead, 276 days	16.6
TCGA-55-8299-01A	61 years, female, white, stage:ia, dead, 469 days	16.6
TCGA-60-2696-01A	76 years, female, black or african american, stage:iia, dead, 109 days	16.6
TCGA-44-5644-01A	51 years, female, white, stage:ib, alive, 863 days	16.6
TCGA-68-7755-01A	60 years, female, white, stage:iia, alive, 83 days	16.6
TCGA-22-5485-01A	58 years, female, white, stage:ia, dead, 916 days	16.6
TCGA-77-A5G1-01A	75 years, male, stage:iiia, alive, 4026 days	16.6
TCGA-44-6774-01A	56 years, female, white, stage:iiia, alive, 658 days	16.6
TCGA-56-8305-01A	72 years, male, white, stage:ib, alive, 105 days	16.6
TCGA-78-7161-01A	69 years, female, white, stage:iib, dead, 291 days	16.6
TCGA-34-2608-01A	84 years, male, white, stage:ib, dead, 1000 days	16.6
TCGA-55-8207-01A	73 years, male, white, stage:ib, alive, 977 days	16.6
TCGA-05-4433-01A	82 years, male, stage:ib, alive, 730 days	16.6
TCGA-49-AARN-01A	56 years, female, black or african american, stage:ia, dead, 1135 days	16.5
TCGA-94-8490-01A	70 years, male, white, stage:iib, alive, 153 days	16.5
TCGA-55-6984-01A	female, white, stage:iib, dead, 760 days	16.5
TCGA-98-A53C-01A	77 years, female, white, stage:ia, alive, 822 days	16.5
TCGA-63-A5MW-01A	76 years, male, stage:ib, alive, 1639 days	16.5
TCGA-NJ-A7XG-01A	49 years, male, black or african american, stage:iiia, alive, 617 days	16.5
TCGA-60-2698-01A	62 years, male, white, stage:iib, dead, 311 days	16.5
TCGA-22-4605-01A	78 years, female, stage:ib, dead, 974 days	16.4
TCGA-66-2742-01A	70 years, male, stage:iv, alive, 641 days	16.4
TCGA-39-5028-01A	75 years, male, white, stage:iiia, dead, 52 days	16.4
TCGA-55-7281-01A	70 years, female, white, stage:ia, alive, 872 days	16.4
TCGA-43-5670-01A	70 years, male, white, stage:iia, alive, 849 days	16.4
TCGA-90-A4EE-01A	53 years, male, white, stage:iia, alive, 688 days	16.3
TCGA-22-4601-01A	73 years, female, white, stage:iiia, dead, 1057 days	16.3
TCGA-MN-A4N4-01A	57 years, male, white, stage:ia, alive, 1175 days	16.3
TCGA-56-A4BW-01A	55 years, male, white, stage:iia, alive, 585 days	16.3
TCGA-22-5489-01A	64 years, male, white, stage:ia, dead, 1912 days	16.3
TCGA-05-4249-01A	67 years, male, stage:ib, alive, 1523 days	16.2
TCGA-66-2744-01A	71 years, male, stage:iib, alive, 30 days	16.2
TCGA-39-5037-01A	65 years, male, white, stage:iia, alive, 1690 days	16.2
TCGA-44-2657-01A	74 years, female, white, stage:ib, alive, 1351 days	16.2
TCGA-60-2697-01A	41 years, male, white, stage:iia, dead, 372 days	16.2
TCGA-53-7626-01A	76 years, female, white, stage:iia, dead, 929 days	16.2
TCGA-78-7149-01A	72 years, male, white, stage:iiib, alive, 3940 days	16.2
TCGA-55-7284-01B	74 years, male, white, stage:iib, dead, 243 days	16.2
TCGA-55-8615-01A	67 years, male, white, stage:iiia, alive, 446 days	16.2
TCGA-22-4609-01A	81 years, male, white, stage:ia, dead, 291 days	16.2
TCGA-77-7463-01A	75 years, male, white, stage:ib, dead, 1423 days	16.2
TCGA-62-8398-01A	55 years, male, white, stage:iiia, dead, 444 days	16.1
TCGA-69-A59K-01A	60 years, female, black or african american, stage:iib, alive, 522 days	16.1
TCGA-55-A493-01A	54 years, female, white, stage:ib, alive, 28 days	16.1
TCGA-85-8052-01A	53 years, male, white, stage:iib, alive, 734 days	16.1
TCGA-63-7023-01A	male, stage:iia, alive, 1682 days	16.1
TCGA-66-2759-01A	66 years, male, stage:iiia, alive, 762 days	16.1
TCGA-MP-A4T8-01A	68 years, male, stage:iiia, dead, 161 days	16.0
TCGA-05-4403-01A	76 years, male, stage:ib, alive, 578 days	15.9
TCGA-78-7540-01A	66 years, female, white, stage:ib, dead, 1197 days	15.9
TCGA-38-4625-01A	66 years, female, white, stage:ib, alive, 2973 days	15.9
TCGA-34-5929-01A	79 years, female, white, stage:ib, dead, 151 days	15.9
TCGA-NC-A5HH-01A	53 years, male, white, stage:ia, alive, 37 days	15.8
TCGA-MP-A4T7-01A	75 years, female, stage:iv, dead, 167 days	15.8
TCGA-21-5787-01A	65 years, male, black or african american, stage:iiia, dead, 329 days	15.8
TCGA-93-A4JP-01A	64 years, male, asian, stage:iv, alive, 578 days	15.8
TCGA-50-8457-01A	63 years, female, black or african american, stage:ia, alive, 1125 days	15.8
TCGA-62-8394-01A	65 years, female, white, stage:iiib, dead, 139 days	15.8
TCGA-95-7043-01A	63 years, female, white, stage:ia, dead, 503 days	15.8
TCGA-NJ-A55R-01A	67 years, male, white, stage:ia, alive, 603 days	15.8
TCGA-34-A5IX-01A	80 years, male, white, stage:iib, alive, 1031 days	15.8
TCGA-56-8309-01A	66 years, male, white, stage:ia, alive, 428 days	15.8
TCGA-92-8064-01A	58 years, male, white, alive, 160 days	15.8
TCGA-77-A5GA-01A	76 years, male, stage:ib, alive, 1280 days	15.7
TCGA-33-4586-01A	57 years, male, white, stage:iiia, dead, 428 days	15.7
TCGA-56-7731-01A	66 years, female, white, stage:ib, dead, 3 days	15.7
TCGA-66-2786-01A	68 years, female, stage:ia, alive, 790 days	15.7
TCGA-77-A5FZ-01A	64 years, male, stage:iiib, dead, 3838 days	15.7
TCGA-64-5779-01A	61 years, male, white, stage:iiia, alive, 864 days	15.7
TCGA-67-4679-01B	69 years, male, white, alive, 448 days	15.7
TCGA-50-5051-01A	42 years, female, white, stage:iiia, dead, 478 days	15.6
TCGA-22-1005-01A	63 years, male, white, stage:ia, dead, 1953 days	15.6
TCGA-77-A5GB-01B	90 years, male, stage:ib, dead, 937 days	15.6
TCGA-55-7725-01A	68 years, female, white, stage:ia, alive, 442 days	15.6
TCGA-NJ-A4YF-01A	50 years, female, black or african american, stage:ia, alive, 2161 days	15.6
TCGA-77-6844-01A	74 years, male, white, stage:iiia, dead, 2284 days	15.6
TCGA-96-8170-01A	75 years, female, white, stage:iia, alive, 531 days	15.6
TCGA-98-A53H-01A	76 years, female, white, stage:ia, alive, 618 days	15.6
TCGA-77-8144-01A	70 years, male, stage:ib, alive, 833 days	15.6
TCGA-50-6595-01A	74 years, female, white, stage:iiia, dead, 189 days	15.6
TCGA-55-8507-01A	53 years, male, white, stage:ia, alive, 418 days	15.5
TCGA-55-8087-01A	59 years, female, white, stage:ib, alive, 462 days	15.5
TCGA-43-8118-01A	55 years, female, white, stage:ia, dead, 89 days	15.5
TCGA-55-8510-01A	55 years, female, white, stage:ib, alive, 539 days	15.5
TCGA-85-7710-01A	59 years, female, white, stage:ia, alive, 42 days	15.5
TCGA-62-A471-01A	64 years, male, white, stage:iib, alive, 1246 days	15.5
TCGA-85-7699-01A	73 years, male, white, stage:iiia, dead, 1001 days	15.4
TCGA-66-2754-01A	67 years, male, stage:iiia, alive, 61 days	15.4
TCGA-56-8082-01A	80 years, female, white, stage:iia, alive, 455 days	15.4
TCGA-50-6590-01A	72 years, female, white, stage:ib, dead, 1288 days	15.4
TCGA-44-5643-01A	53 years, male, black or african american, stage:iiia, alive, 1013 days	15.4
TCGA-60-2724-01A	47 years, male, white, stage:iiia, alive, 717 days	15.4
TCGA-18-5592-01A	57 years, male, stage:iib, alive, 1519 days	15.4
TCGA-86-8671-01A	72 years, female, white, stage:iib, alive, 839 days	15.4
TCGA-77-8130-01A	69 years, male, stage:iib, alive, 4765 days	15.4
TCGA-85-A5B5-01A	58 years, male, white, stage:ia, alive, 111 days	15.4
TCGA-22-1002-01A	69 years, male, white, stage:ia, dead, 131 days	15.3
TCGA-66-2790-01A	72 years, male, stage:iib, alive, 699 days	15.3
TCGA-56-8623-01A	71 years, male, white, stage:ib, dead, 692 days	15.3
TCGA-44-7672-01A	52 years, female, white, stage:ia, alive, 719 days	15.2
TCGA-50-5942-01A	67 years, female, white, stage:ia, alive, 1847 days	15.2
TCGA-55-A4DG-01A	71 years, male, white, stage:ia, alive, 608 days	15.2
TCGA-86-A4JF-01A	56 years, male, white, stage:iib, dead, 737 days	15.2
TCGA-56-8629-01A	63 years, male, white, stage:iia, alive, 481 days	15.2
TCGA-LA-A446-01A	69 years, male, white, stage:ia, alive, 401 days	15.2
TCGA-85-8350-01A	61 years, male, white, stage:ia, alive, 683 days	15.2
TCGA-52-7811-01A	67 years, male, white, stage:ib, dead, 266 days	15.2
TCGA-L9-A8F4-01A	64 years, female, black or african american, stage:ib, alive, 476 days	15.2
TCGA-55-7914-01A	71 years, female, white, stage:iia, dead, 187 days	15.2
TCGA-70-6722-01A	47 years, male, asian, stage:iiia, alive, 367 days	15.2
TCGA-95-7944-01A	71 years, male, white, stage:ia, alive, 377 days	15.2
TCGA-21-1078-01A	77 years, male, white, stage:ib, dead, 474 days	15.1
TCGA-98-8021-01A	75 years, female, white, stage:ia, alive, 937 days	15.1
TCGA-85-A513-01A	60 years, female, asian, stage:ia, alive, 910 days	15.1
TCGA-90-7964-01A	70 years, male, white, stage:ib, alive, 428 days	15.1
TCGA-56-5897-01A	74 years, male, white, stage:ia, alive, 378 days	15.1
TCGA-44-6148-01A	60 years, male, white, stage:ia, alive, 704 days	15.1
TCGA-56-8628-01A	78 years, male, white, stage:ia, alive, 616 days	15.1
TCGA-85-8277-01A	70 years, male, white, stage:iiia, dead, 307 days	15.1
TCGA-98-8022-01A	61 years, male, white, stage:ia, dead, 933 days	15.0
TCGA-55-8206-01A	56 years, male, white, stage:ia, alive, 888 days	15.0
TCGA-NC-A5HO-01A	70 years, female, white, stage:iiia, alive, 1336 days	15.0
TCGA-43-7658-01A	75 years, female, white, stage:ia, dead, 2378 days	15.0
TCGA-85-7844-01A	71 years, male, white, stage:ib, alive, 911 days	15.0
TCGA-43-A56U-01A	76 years, female, white, stage:ia, alive, 432 days	15.0
TCGA-97-A4M2-01A	66 years, male, white, stage:ia, alive, 624 days	15.0
TCGA-37-4141-01A	65 years, female, white, stage:ia, alive, 12 days	15.0
TCGA-94-7557-01A	73 years, male, black or african american, stage:ib, dead, 5 days	15.0
TCGA-63-A5MR-01A	70 years, female, stage:ib, alive, 2716 days	15.0
TCGA-63-A5MJ-01A	54 years, male, stage:iib, alive, 1824 days	14.9
TCGA-77-A5G7-01B	63 years, male, stage:ia, dead, 180 days	14.9
TCGA-O1-A52J-01A	74 years, female, white, stage:ia, dead, 1798 days	14.9
TCGA-56-7223-01A	66 years, male, white, stage:iiia, dead, 442 days	14.9
TCGA-77-A5G6-01A	66 years, male, stage:iiia, dead, 678 days	14.9
TCGA-85-8664-01A	73 years, male, white, stage:iib, dead, 550 days	14.9
TCGA-50-8459-01A	68 years, male, white, stage:iib, alive, 1119 days	14.9
TCGA-44-7660-01A	72 years, male, white, stage:ib, alive, 592 days	14.8
TCGA-56-A4ZJ-01A	75 years, female, white, stage:ia, alive, 640 days	14.8
TCGA-97-8172-01A	75 years, female, white, stage:ib, alive, 545 days	14.8
TCGA-92-8065-01A	74 years, female, white, stage:iib, alive, 70 days	14.8
TCGA-44-7669-01A	59 years, male, black or african american, stage:iia, dead, 574 days	14.8
TCGA-66-2780-01A	65 years, male, stage:ib, dead, 366 days	14.8
TCGA-55-8619-01A	72 years, female, white, stage:iib, alive, 416 days	14.6
TCGA-90-6837-01A	64 years, male, white, stage:iib, alive, 758 days	14.6
TCGA-69-8453-01A	77 years, male, white, stage:iib, alive, 788 days	14.6
TCGA-56-A4BY-01A	66 years, male, white, stage:ib, dead, 543 days	14.6
TCGA-69-8255-01A	72 years, male, white, stage:ia, alive, 129 days	14.5
TCGA-85-6175-01A	63 years, female, white, stage:iib, dead, 294 days	14.5
TCGA-22-5480-01A	66 years, female, white, stage:ia, dead, 2170 days	14.5
TCGA-L9-A50W-01A	75 years, male, black or african american, stage:iia, dead, 442 days	14.5
TCGA-49-6742-01A	70 years, male, white, stage:iia, dead, 488 days	14.5
TCGA-56-A62T-01A	78 years, male, black or african american, stage:iia, alive, 440 days	14.5
TCGA-39-5029-01A	67 years, male, white, stage:iiia, dead, 740 days	14.5
TCGA-44-A47B-01A	79 years, male, white, stage:ib, alive, 287 days	14.5
TCGA-49-4514-01A	79 years, female, white, stage:ia, alive, 1700 days	14.5
TCGA-58-8393-01A	68 years, female, white, stage:ib, alive, 1058 days	14.5
TCGA-21-A5DI-01A	77 years, male, white, stage:ia, alive, 979 days	14.5
TCGA-33-AAS8-01A	59 years, female, black or african american, stage:ia, dead, 1114 days	14.5
TCGA-92-8063-01A	52 years, male, white, stage:iiia, alive, 122 days	14.4
TCGA-63-A5MS-01A	78 years, male, stage:ib, alive, 2381 days	14.4
TCGA-NC-A5HE-01A	60 years, male, white, stage:iib, alive, 2336 days	14.4
TCGA-NJ-A4YP-01A	52 years, male, white, stage:ib, alive, 50 days	14.4
TCGA-99-AA5R-01A	70 years, female, black or african american, stage:ia, alive, 658 days	14.4
TCGA-MP-A4TE-01A	56 years, male, white, stage:iia, dead, 896 days	14.4
TCGA-96-8169-01A	67 years, female, white, stage:ia, alive, 557 days	14.4
TCGA-86-8668-01A	61 years, female, white, stage:ia, alive, 423 days	14.4
TCGA-78-8655-01A	77 years, female, stage:ia, alive, 2360 days	14.3
TCGA-93-A4JO-01A	70 years, male, white, stage:ia, dead, 33 days	14.3
TCGA-78-8648-01A	58 years, female, stage:iib, dead, 1209 days	14.3
TCGA-85-7697-01A	49 years, male, white, stage:iib, alive, 1063 days	14.3
TCGA-91-6848-01A	59 years, male, white, stage:iiia, alive, 224 days	14.3
TCGA-85-8353-01A	72 years, male, white, stage:iiia, dead, 94 days	14.3
TCGA-93-A4JQ-01A	49 years, male, white, stage:ia, alive, 526 days	14.2
TCGA-21-1082-01A	61 years, male, white, stage:ib, alive, 3644 days	14.2
TCGA-43-6647-01A	69 years, female, white, stage:iib, alive, 757 days	14.2
TCGA-66-2767-01A	62 years, male, stage:iiib, alive, 61 days	14.2
TCGA-86-A4P7-01A	63 years, female, white, stage:ib, alive, 415 days	14.2
TCGA-93-A4JN-01A	71 years, male, white, stage:iv, alive, 718 days	14.2
TCGA-66-2727-01A	55 years, female, stage:ib, dead, 516 days	14.2
TCGA-44-7662-01A	61 years, male, white, stage:ib, alive, 218 days	14.2
TCGA-55-8512-01A	41 years, male, white, stage:iv, dead, 607 days	14.1
TCGA-67-6217-01A	73 years, female, white, stage:iia, alive, 422 days	14.1
TCGA-66-2755-01A	63 years, male, stage:ib, alive, 28 days	14.1
TCGA-78-7539-01A	75 years, female, white, stage:iia, alive, 791 days	14.1
TCGA-NK-A5CX-01A	73 years, male, white, stage:iia, alive, 111 days	14.1
TCGA-85-8288-01A	70 years, male, white, stage:iia, dead, 402 days	14.0
TCGA-77-8139-01A	72 years, male, stage:iib, alive, 3166 days	14.0
TCGA-NJ-A4YG-01A	65 years, male, white, stage:ib, alive, 2261 days	14.0
TCGA-91-8497-01A	75 years, female, white, stage:ia, dead, 434 days	14.0
TCGA-34-5232-01A	75 years, female, black or african american, stage:iia, alive, 2471 days	14.0
TCGA-44-7659-01A	70 years, male, white, stage:ia, alive, 691 days	13.9
TCGA-O2-A52N-01A	78 years, male, white, stage:i, dead, 1006 days	13.9
TCGA-77-8131-01A	72 years, male, stage:ib, dead, 383 days	13.9
TCGA-78-7166-01A	84 years, male, white, stage:iib, dead, 258 days	13.9
TCGA-S2-AA1A-01A	68 years, female, black or african american, stage:ia, alive, 513 days	13.9
TCGA-MF-A522-01A	54 years, male, white, stage:ib, dead, 360 days	13.9
TCGA-62-8399-01A	62 years, male, white, stage:iiia, alive, 2696 days	13.8
TCGA-56-8201-01A	74 years, male, white, stage:iib, dead, 397 days	13.8
TCGA-66-2782-01A	71 years, male, stage:iib, dead, 365 days	13.8
TCGA-55-7726-01A	72 years, female, white, stage:ia, alive, 652 days	13.8
TCGA-NC-A5HD-01A	79 years, male, white, stage:iib, dead, 2 days	13.7
TCGA-22-0940-01A	71 years, male, white, stage:iia, dead, 669 days	13.7
TCGA-77-A5GF-01A	70 years, male, stage:iia, dead, 840 days	13.7
TCGA-43-2578-01A	59 years, female, white, stage:ia, dead, 684 days	13.7
TCGA-O2-A52S-01A	58 years, female, white, stage:iii, dead, 387 days	13.7
TCGA-77-A5GH-01A	81 years, male, stage:ib, alive, 1182 days	13.7
TCGA-66-2757-01A	65 years, female, stage:ia, dead, 1338 days	13.7
TCGA-49-AARR-01A	68 years, male, black or african american, stage:ia, alive, 4992 days	13.7
TCGA-97-A4M1-01A	52 years, female, white, stage:ia, alive, 601 days	13.7
TCGA-91-8499-01A	76 years, female, white, stage:ia, alive, 36 days	13.7
TCGA-77-8154-01A	67 years, male, stage:ia, alive, 1841 days	13.6
TCGA-43-7656-01A	71 years, male, white, stage:ia, alive, 596 days	13.6
TCGA-39-5030-01A	81 years, female, asian, stage:iiia, dead, 59 days	13.6
TCGA-18-4083-01A	63 years, male, white, stage:iib, dead, 188 days	13.6
TCGA-77-8008-01A	68 years, male, stage:ib, dead, 2639 days	13.6
TCGA-77-8133-01A	74 years, male, stage:iia, dead, 1640 days	13.6
TCGA-21-1083-01A	75 years, male, white, stage:ia, dead, 1315 days	13.6
TCGA-66-2769-01A	75 years, male, stage:iiib, dead, 215 days	13.5
TCGA-33-4533-01A	76 years, female, black or african american, stage:ib, alive, 4068 days	13.5
TCGA-77-8150-01A	64 years, male, stage:iiia, dead, 1655 days	13.5
TCGA-98-8023-01A	70 years, male, white, stage:iiia, alive, 649 days	13.4
TCGA-37-4132-01A	61 years, female, white, stage:iv, alive, 227 days	13.4
TCGA-MP-A4T6-01A	76 years, female, white, stage:iiia, dead, 1790 days	13.4
TCGA-94-8035-01A	64 years, male, white, stage:iib, alive, 122 days	13.4
TCGA-97-8547-01A	78 years, female, stage:iiia, alive, 657 days	13.4
TCGA-85-8049-01A	57 years, male, white, stage:ib, alive, 579 days	13.4
TCGA-78-7537-01A	72 years, male, stage:ib, dead, 1622 days	13.4
TCGA-33-AASI-01A	65 years, female, black or african american, stage:iib, dead, 1344 days	13.4
TCGA-56-8622-01A	68 years, male, white, stage:ib, alive, 55 days	13.4
TCGA-MP-A4TD-01A	71 years, male, white, stage:iiia, dead, 307 days	13.4
TCGA-86-A4P8-01A	59 years, female, white, stage:iiia, alive, 805 days	13.3
TCGA-92-7340-01A	45 years, female, white, stage:iia, alive, 82 days	13.3
TCGA-43-6773-01A	76 years, male, white, stage:iib, dead, 116 days	13.3
TCGA-69-7980-01A	70 years, female, white, stage:i, alive, 362 days	13.3
TCGA-85-A4PA-01A	61 years, male, white, stage:ib, alive, 741 days	13.3
TCGA-22-4604-01A	73 years, male, white, stage:iia, dead, 399 days	13.2
TCGA-46-6025-01A	71 years, male, white, stage:iib, alive, 324 days	13.2
TCGA-43-6143-01A	70 years, male, white, stage:ib, alive, 699 days	13.2
TCGA-97-A4M7-01A	74 years, male, white, stage:ia, alive, 629 days	13.2
TCGA-78-7153-01A	65 years, female, white, stage:ib, alive, 3635 days	13.2
TCGA-56-A49D-01A	67 years, male, white, stage:iiia, alive, 637 days	13.2
TCGA-85-8048-01A	62 years, male, white, stage:ia, alive, 765 days	13.2
TCGA-34-8455-01A	67 years, male, white, stage:iv, dead, 123 days	13.1
TCGA-50-6597-01A	79 years, female, white, stage:ib, dead, 1268 days	13.1
TCGA-34-5231-01A	72 years, male, white, stage:ia, dead, 1984 days	13.1
TCGA-37-5819-01A	65 years, male, white, stage:iiia, alive, 103 days	13.1
TCGA-49-AAR3-01A	69 years, male, black or african american, stage:iib, alive, 1893 days	13.1
TCGA-60-2706-01A	58 years, male, white, stage:ia, alive, 2820 days	13.1
TCGA-NC-A5HL-01A	73 years, male, white, stage:iia, dead, 88 days	13.1
TCGA-77-8128-01A	60 years, male, stage:iiia, dead, 1150 days	13.0
TCGA-85-8276-01A	62 years, male, white, stage:iia, alive, 1050 days	13.0
TCGA-56-8503-01A	76 years, female, white, stage:iib, alive, 41 days	13.0
TCGA-85-8071-01A	52 years, male, white, stage:iia, alive, 815 days	12.9
TCGA-66-2794-01A	64 years, male, stage:iiib, alive, 1645 days	12.9
TCGA-43-6770-01A	59 years, female, black or african american, stage:ib, alive, 653 days	12.9
TCGA-78-8662-01A	53 years, female, stage:ib, dead, 3361 days	12.8
TCGA-60-2715-01A	52 years, male, white, stage:ia, dead, 1075 days	12.8
TCGA-33-4538-01A	66 years, male, white, stage:iiia, dead, 2979 days	12.8
TCGA-56-5898-01A	69 years, male, white, stage:ia, alive, 555 days	12.7
TCGA-44-7667-01A	49 years, female, white, stage:iib, alive, 1097 days	12.7
TCGA-55-8620-01A	60 years, male, white, stage:iv, dead, 375 days	12.7
TCGA-56-8083-01A	56 years, male, white, stage:ib, alive, 150 days	12.7
TCGA-60-2712-01A	79 years, female, white, stage:iib, dead, 274 days	12.6
TCGA-85-8582-01A	49 years, male, white, stage:ia, alive, 1160 days	12.6
TCGA-94-A4VJ-01A	71 years, female, white, stage:ia, alive, 430 days	12.6
TCGA-85-8479-01A	66 years, male, white, stage:ia, alive, 468 days	12.6
TCGA-78-7158-01A	59 years, female, white, stage:iiib, dead, 179 days	12.6
TCGA-34-7107-01A	70 years, male, white, stage:ii, dead, 34 days	12.6
TCGA-33-AASD-01A	83 years, male, black or african american, stage:ia, dead, 3376 days	12.6
TCGA-43-6771-01A	85 years, male, white, stage:ib, dead, 166 days	12.5
TCGA-85-A4QQ-01A	68 years, male, white, stage:ib, dead, 927 days	12.5
TCGA-60-2720-01A	60 years, female, white, stage:ib, alive, 97 days	12.5
TCGA-49-AAR0-01A	57 years, male, black or african american, stage:ia, alive, 4765 days	12.5
TCGA-85-A4CL-01A	65 years, male, white, stage:ia, dead, 921 days	12.4
TCGA-55-6986-01A	female, white, stage:ib, alive, 3261 days	12.4
TCGA-63-7020-01A	male, stage:ia, alive, 2133 days	12.4
TCGA-58-8390-01A	70 years, male, white, stage:iia, alive, 911 days	12.4
TCGA-46-6026-01A	81 years, male, white, stage:iib, alive, 423 days	12.3
TCGA-60-2710-01A	67 years, female, white, stage:iia, alive, 2024 days	12.3
TCGA-60-2711-01A	64 years, female, white, stage:ib, alive, 1260 days	12.2
TCGA-63-A5MM-01A	69 years, female, stage:iib, dead, 456 days	12.2
TCGA-18-5595-01A	50 years, male, stage:ib, dead, 827 days	12.2
TCGA-97-8552-01A	55 years, female, white, stage:i, alive, 626 days	12.2
TCGA-68-A59J-01A	74 years, female, white, stage:ib, alive, 409 days	12.1
TCGA-43-A475-01A	67 years, female, white, stage:iib, alive, 296 days	12.1
TCGA-66-2758-01A	71 years, male, stage:ib, alive, 639 days	12.1
TCGA-43-7657-01A	68 years, female, white, stage:ia, alive, 236 days	12.1
TCGA-95-7039-01A	54 years, female, white, stage:iib, alive, 1272 days	12.1
TCGA-38-4630-01A	75 years, female, white, stage:ib, dead, 1073 days	12.1
TCGA-58-8388-01A	60 years, male, white, stage:ib, dead, 412 days	12.0
TCGA-66-2785-01A	65 years, male, stage:ib, alive, 60 days	12.0
TCGA-60-2721-01A	73 years, male, white, stage:ib, alive, 983 days	12.0
TCGA-55-8097-01A	60 years, female, white, stage:ia, alive, 476 days	12.0
TCGA-50-5931-01A	75 years, female, white, stage:ib, dead, 434 days	11.9
TCGA-22-4593-01A	77 years, male, white, stage:iia, dead, 1067 days	11.9
TCGA-85-8287-01A	72 years, male, white, stage:ia, dead, 23 days	11.9
TCGA-L4-A4E6-01A	67 years, male, white, stage:ia, alive, 435 days	11.9
TCGA-37-A5EM-01A	49 years, male, white, stage:ii, alive, 867 days	11.8
TCGA-90-A59Q-01A	61 years, female, white, stage:iia, dead, 322 days	11.8
TCGA-21-1081-01A	69 years, male, white, stage:iib, dead, 284 days	11.7
TCGA-NK-A7XE-01A	66 years, male, black or african american, stage:iiib, alive, 13 days	11.7
TCGA-NC-A5HF-01A	74 years, male, white, stage:iiib, dead, 138 days	11.7
TCGA-37-3789-01A	65 years, male, white, stage:ib, alive, 13 days	11.7
TCGA-98-A53B-01A	69 years, male, white, stage:ib, dead, 61 days	11.7
TCGA-66-2768-01A	57 years, male, stage:iib, alive, 61 days	11.7
TCGA-60-2719-01A	83 years, female, white, stage:ib, alive, 1297 days	11.6
TCGA-77-8138-01A	74 years, male, stage:ib, dead, 539 days	11.6
TCGA-22-5482-01A	81 years, male, white, stage:ib, dead, 357 days	11.6
TCGA-21-5782-01A	68 years, female, white, stage:ib, dead, 962 days	11.5
TCGA-77-A5G8-01B	71 years, male, stage:iib, alive, 1884 days	11.5
TCGA-NK-A5D1-01A	57 years, male, white, stage:iia, alive, 511 days	11.5
TCGA-77-8140-01A	66 years, female, stage:iib, dead, 351 days	11.5
TCGA-39-5035-01A	72 years, female, white, stage:ia, alive, 2080 days	11.4
TCGA-56-8624-01A	84 years, male, white, stage:iib, alive, 420 days	11.4
TCGA-77-8145-01A	73 years, male, stage:iiib, dead, 212 days	11.4
TCGA-55-8514-01A	70 years, female, black or african american, stage:ib, alive, 520 days	11.4
TCGA-37-4129-01A	52 years, female, white, stage:ia, alive, 242 days	11.3
TCGA-43-8116-01A	73 years, male, white, stage:ia, alive, 358 days	11.3
TCGA-85-8351-01A	72 years, male, white, stage:iia, alive, 510 days	11.2
TCGA-52-7810-01A	60 years, female, white, stage:iib, alive, 923 days	11.1
TCGA-22-5471-01A	76 years, male, white, stage:ib, alive, 1845 days	11.1
TCGA-56-7580-01A	84 years, male, white, stage:ib, alive, 925 days	11.1
TCGA-63-7021-01A	male, stage:ia, alive, 2142 days	11.0
TCGA-60-2725-01A	74 years, male, white, stage:ib, alive, 816 days	11.0
TCGA-95-A4VP-01A	66 years, female, white, stage:iiia, alive, 605 days	11.0
TCGA-34-2600-01A	76 years, female, white, stage:ia, dead, 1874 days	11.0
TCGA-56-A5DR-01A	81 years, male, white, stage:ia, alive, 4 days	11.0
TCGA-55-A490-01A	78 years, male, white, stage:iia, dead, 99 days	10.9
TCGA-49-6767-01A	46 years, female, white, stage:iib, alive, 677 days	10.8
TCGA-LA-A7SW-01A	71 years, male, black or african american, stage:iiia, dead, 408 days	10.7
TCGA-L9-A7SV-01A	69 years, male, black or african american, stage:iia, alive, 565 days	10.7
TCGA-55-8614-01A	76 years, male, white, stage:ib, alive, 536 days	10.7
TCGA-85-7950-01A	46 years, male, white, stage:ib, alive, 576 days	10.6
TCGA-50-6591-01A	63 years, female, white, stage:iv, dead, 119 days	10.6
TCGA-97-8171-01A	81 years, male, asian, stage:iv, alive, 568 days	10.5
TCGA-58-8386-01A	75 years, male, stage:iv, dead, 1 days	10.4
TCGA-85-8481-01A	70 years, male, white, stage:iib, dead, 236 days	10.2
TCGA-55-7728-01A	64 years, female, white, stage:ib, alive, 704 days	10.2
TCGA-NC-A5HG-01A	59 years, male, white, stage:iiia, alive, 1963 days	10.2
TCGA-49-AAR2-01A	64 years, male, black or african american, stage:ib, alive, 2224 days	10.1
TCGA-62-8397-01A	70 years, female, white, stage:iib, alive, 1289 days	10.1
TCGA-34-5239-01A	75 years, male, white, stage:iiia, alive, 1834 days	10.1
TCGA-96-A4JL-01A	78 years, female, asian, stage:iia, alive, 842 days	10.0
TCGA-85-8352-01A	67 years, male, white, stage:iiia, dead, 161 days	9.9
TCGA-4B-A93V-01A	52 years, female, black or african american, stage:ia, dead, 300 days	9.9
TCGA-60-2716-01A	39 years, male, stage:iib, alive, 1475 days	9.8
TCGA-33-6737-01A	71 years, male, white, stage:iiia, dead, 601 days	9.7
TCGA-68-8251-01A	78 years, male, white, stage:ib, alive, 406 days	9.7
TCGA-49-4512-01A	69 years, female, white, stage:iiia, dead, 905 days	9.5
TCGA-60-2695-01A	74 years, female, white, stage:ib, alive, 642 days	9.3
TCGA-91-A4BC-01A	59 years, male, white, stage:iia, alive, 44 days	9.2
TCGA-56-8307-01A	55 years, female, white, stage:iib, alive, 818 days	9.1
TCGA-94-7033-01A	73 years, male, white, stage:ib, alive, 640 days	9.1
TCGA-56-8626-01A	60 years, male, white, stage:ia, dead, 302 days	9.0
TCGA-18-3410-01A	81 years, male, stage:iib, dead, 146 days	8.8
TCGA-21-1080-01A	66 years, male, white, stage:ib, alive, 3724 days	8.4
TCGA-98-8020-01A	56 years, female, black or african american, stage:iiia, dead, 84 days	8.2
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LUNG CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high. This score is based on the staining intensity and fraction of stained cells. Read more	Antibody HPA034696	Antibody HPA034697	Antibody HPA064836
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Click images for details