Expression of AGT 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

AGT is not prognostic in lung cancer

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 0.97

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

8.9

Number of samples

994

Samples

Sample	Description	FPKM
TCGA-55-5899-01A	male, white, alive, 930 days	1579.7
TCGA-44-3917-01A	33 years, female, white, stage:ib, alive, 1183 days	488.2
TCGA-05-4397-01A	65 years, male, stage:iib, dead, 731 days	482.7
TCGA-69-8255-01A	72 years, male, white, stage:ia, alive, 129 days	335.1
TCGA-44-5644-01A	51 years, female, white, stage:ib, alive, 863 days	159.9
TCGA-37-4130-01A	56 years, male, white, stage:ia, alive, 247 days	152.3
TCGA-MP-A4TE-01A	56 years, male, white, stage:iia, dead, 896 days	141.0
TCGA-05-4389-01A	70 years, male, stage:ia, alive, 1369 days	137.1
TCGA-86-A4D0-01A	48 years, male, white, stage:iia, dead, 116 days	131.5
TCGA-55-8620-01A	60 years, male, white, stage:iv, dead, 375 days	120.7
TCGA-91-8497-01A	75 years, female, white, stage:ia, dead, 434 days	103.7
TCGA-49-AAR0-01A	57 years, male, black or african american, stage:ia, alive, 4765 days	95.2
TCGA-95-A4VP-01A	66 years, female, white, stage:iiia, alive, 605 days	94.6
TCGA-99-8032-01A	62 years, male, white, stage:ia, alive, 44 days	90.7
TCGA-38-4632-01A	42 years, male, black or african american, stage:iv, dead, 1357 days	87.9
TCGA-49-AAQV-01A	64 years, female, black or african american, stage:ii, dead, 677 days	84.2
TCGA-50-6597-01A	79 years, female, white, stage:ib, dead, 1268 days	79.5
TCGA-55-6968-01A	61 years, male, white, stage:iv, dead, 1293 days	77.2
TCGA-55-8506-01A	62 years, female, white, stage:iib, alive, 11 days	75.7
TCGA-97-8179-01A	72 years, male, white, stage:ia, alive, 435 days	74.0
TCGA-MP-A4T8-01A	68 years, male, stage:iiia, dead, 161 days	73.6
TCGA-44-6777-01A	85 years, female, white, stage:ib, dead, 987 days	68.6
TCGA-55-7815-01A	77 years, male, stage:ib, alive, 773 days	66.8
TCGA-05-5420-01A	67 years, male, stage:iiia, alive, 457 days	62.9
TCGA-75-5147-01A	female, stage:ib, alive, 1333 days	59.0
TCGA-97-A4M7-01A	74 years, male, white, stage:ia, alive, 629 days	57.6
TCGA-55-8616-01A	58 years, female, white, stage:ib, alive, 48 days	53.6
TCGA-69-7765-01A	56 years, male, black or african american, alive, 165 days	51.1
TCGA-55-8508-01A	60 years, female, black or african american, stage:iia, alive, 617 days	47.0
TCGA-50-5051-01A	42 years, female, white, stage:iiia, dead, 478 days	46.5
TCGA-91-6847-01A	62 years, female, white, stage:ib, alive, 842 days	44.1
TCGA-44-8119-01A	73 years, male, white, stage:iib, alive, 285 days	43.9
TCGA-86-8074-01A	62 years, female, white, stage:iia, alive, 24 days	42.5
TCGA-91-A4BC-01A	59 years, male, white, stage:iia, alive, 44 days	42.1
TCGA-50-6593-01A	49 years, female, white, stage:iiia, dead, 336 days	41.9
TCGA-55-A48Z-01A	60 years, female, white, stage:iiib, alive, 651 days	40.6
TCGA-44-3918-01A	60 years, female, white, stage:ia, alive, 1036 days	39.0
TCGA-62-8399-01A	62 years, male, white, stage:iiia, alive, 2696 days	38.7
TCGA-97-A4M0-01A	60 years, female, white, stage:ib, alive, 652 days	37.9
TCGA-95-7039-01A	54 years, female, white, stage:iib, alive, 1272 days	37.9
TCGA-78-7161-01A	69 years, female, white, stage:iib, dead, 291 days	36.4
TCGA-50-5935-01A	86 years, female, white, stage:ia, dead, 653 days	35.9
TCGA-NJ-A55R-01A	67 years, male, white, stage:ia, alive, 603 days	35.9
TCGA-44-8120-01A	58 years, male, black or african american, stage:ib, alive, 260 days	35.8
TCGA-55-A491-01A	81 years, female, white, stage:ia, alive, 626 days	35.4
TCGA-95-8039-01A	72 years, male, white, stage:ia, alive, 830 days	34.5
TCGA-50-5932-01A	75 years, male, white, stage:iib, dead, 1235 days	33.3
TCGA-50-6673-01A	84 years, female, white, stage:i, dead, 22 days	32.9
TCGA-55-A4DG-01A	71 years, male, white, stage:ia, alive, 608 days	32.7
TCGA-86-7701-01A	66 years, male, white, stage:iv, alive, 947 days	31.4
TCGA-62-A46V-01A	78 years, female, white, stage:ib, alive, 2199 days	30.3
TCGA-49-4494-01A	77 years, male, white, stage:iiia, dead, 1081 days	29.9
TCGA-60-2695-01A	74 years, female, white, stage:ib, alive, 642 days	28.1
TCGA-44-A4SU-01A	68 years, female, white, stage:ia, dead, 409 days	27.6
TCGA-37-5819-01A	65 years, male, white, stage:iiia, alive, 103 days	27.1
TCGA-22-4594-01A	60 years, female, stage:iiia, dead, 1470 days	26.8
TCGA-55-6980-01A	male, white, stage:ia, alive, 2109 days	26.5
TCGA-50-5045-01A	57 years, female, black or african american, dead, 2174 days	25.7
TCGA-49-6745-01A	82 years, male, white, stage:iiia, alive, 522 days	25.2
TCGA-55-8510-01A	55 years, female, white, stage:ib, alive, 539 days	24.3
TCGA-64-1679-01A	58 years, female, white, stage:iiia, alive, 2488 days	23.7
TCGA-97-8547-01A	78 years, female, stage:iiia, alive, 657 days	23.5
TCGA-38-4627-01A	64 years, female, white, stage:iia, dead, 1147 days	23.3
TCGA-55-8615-01A	67 years, male, white, stage:iiia, alive, 446 days	23.3
TCGA-95-8494-01A	67 years, male, white, stage:iia, alive, 84 days	22.9
TCGA-86-A4JF-01A	56 years, male, white, stage:iib, dead, 737 days	22.5
TCGA-MP-A4TK-01A	56 years, female, stage:iib, dead, 582 days	21.8
TCGA-NJ-A4YF-01A	50 years, female, black or african american, stage:ia, alive, 2161 days	21.5
TCGA-86-8054-01A	61 years, male, white, stage:iib, alive, 1148 days	21.0
TCGA-64-5779-01A	61 years, male, white, stage:iiia, alive, 864 days	20.1
TCGA-MP-A4TD-01A	71 years, male, white, stage:iiia, dead, 307 days	19.7
TCGA-44-8117-01A	54 years, female, white, stage:ib, alive, 385 days	19.7
TCGA-05-4417-01A	51 years, female, stage:ib, alive, 455 days	19.6
TCGA-55-8094-01A	51 years, male, white, stage:iv, alive, 541 days	19.3
TCGA-22-4596-01A	69 years, female, white, stage:ib, dead, 17 days	18.3
TCGA-22-5483-01A	74 years, male, white, stage:iia, dead, 573 days	18.1
TCGA-J2-A4AD-01A	61 years, female, white, stage:ia, dead, 550 days	18.0
TCGA-55-8096-01A	67 years, female, white, stage:ib, dead, 719 days	17.6
TCGA-44-2665-01A	55 years, female, white, stage:iib, alive, 1301 days	17.5
TCGA-73-4668-01A	66 years, female, american indian or alaska native, stage:iib, alive, 467 days	17.5
TCGA-91-6830-01A	65 years, female, white, stage:iia, alive, 60 days	16.9
TCGA-62-8395-01A	80 years, female, white, stage:iib, alive, 1216 days	16.9
TCGA-86-A456-01A	78 years, female, asian, stage:ia, alive, 896 days	16.8
TCGA-55-1594-01A	68 years, male, white, stage:iiia, alive, 1178 days	16.7
TCGA-97-A4LX-01A	81 years, male, white, stage:ib, alive, 614 days	16.6
TCGA-L4-A4E5-01A	48 years, female, white, stage:i, alive, 578 days	16.4
TCGA-49-4488-01A	74 years, female, white, stage:ia, dead, 869 days	16.3
TCGA-44-6775-01A	72 years, female, white, stage:ib, alive, 705 days	16.2
TCGA-55-A492-01A	70 years, female, white, stage:ia, alive, 596 days	15.9
TCGA-37-4135-01A	68 years, male, white, stage:ib, alive, 207 days	15.8
TCGA-55-8207-01A	73 years, male, white, stage:ib, alive, 977 days	15.1
TCGA-L9-A443-01A	63 years, female, white, stage:ia, dead, 193 days	14.9
TCGA-55-8085-01A	64 years, male, white, stage:ia, alive, 904 days	14.9
TCGA-91-6840-01A	59 years, female, white, stage:ia, alive, 372 days	14.8
TCGA-44-A479-01A	74 years, female, black or african american, stage:ib, alive, 486 days	14.8
TCGA-69-7979-01A	71 years, female, white, stage:ib, alive, 408 days	14.8
TCGA-64-1676-01A	58 years, male, white, stage:ia, alive, 1728 days	14.8
TCGA-78-7147-01A	67 years, female, white, stage:iib, dead, 586 days	14.7
TCGA-91-6828-01A	70 years, male, white, stage:ia, alive, 323 days	14.5
TCGA-99-7458-01A	74 years, female, white, stage:iiia, alive, 747 days	14.4
TCGA-49-4490-01A	45 years, female, white, stage:iiia, dead, 385 days	14.3
TCGA-49-4505-01A	61 years, female, white, stage:iib, dead, 428 days	14.3
TCGA-49-AARR-01A	68 years, male, black or african american, stage:ia, alive, 4992 days	13.9
TCGA-55-8505-01A	62 years, male, white, stage:iiia, alive, 440 days	13.8
TCGA-J2-8194-01A	69 years, female, white, stage:iib, alive, 724 days	13.6
TCGA-73-7499-01A	81 years, female, white, stage:ib, dead, 1531 days	13.5
TCGA-L9-A743-01A	56 years, male, black or african american, stage:iia, alive, 664 days	13.0
TCGA-62-A46R-01A	54 years, female, white, stage:ib, dead, 1725 days	12.6
TCGA-55-7913-01B	61 years, female, black or african american, stage:ia, dead, 561 days	12.5
TCGA-05-4396-01A	76 years, male, stage:iiib, dead, 303 days	12.3
TCGA-86-8076-01A	42 years, male, white, stage:ia, alive, 993 days	12.2
TCGA-38-6178-01A	70 years, female, white, stage:iiia, alive, 448 days	12.2
TCGA-L9-A444-01A	60 years, female, white, stage:ia, alive, 307 days	12.2
TCGA-93-A4JN-01A	71 years, male, white, stage:iv, alive, 718 days	12.1
TCGA-62-A46Y-01A	70 years, female, white, stage:iiia, dead, 414 days	12.0
TCGA-95-A4VK-01A	74 years, female, white, stage:iiia, alive, 651 days	11.9
TCGA-62-8394-01A	65 years, female, white, stage:iiib, dead, 139 days	11.8
TCGA-49-AAR4-01A	51 years, male, black or african american, stage:iiia, dead, 879 days	11.6
TCGA-49-AARO-01A	39 years, female, black or african american, stage:ia, alive, 3759 days	11.5
TCGA-MP-A4SY-01A	61 years, male, white, stage:iib, dead, 1501 days	11.4
TCGA-93-7347-01A	76 years, female, white, stage:ia, alive, 683 days	11.4
TCGA-73-4659-01A	66 years, male, white, stage:iiia, dead, 711 days	11.4
TCGA-95-7567-01A	61 years, male, white, stage:iib, alive, 568 days	11.2
TCGA-97-A4M1-01A	52 years, female, white, stage:ia, alive, 601 days	11.1
TCGA-73-4676-01A	45 years, male, white, stage:iia, dead, 281 days	10.5
TCGA-49-AARN-01A	56 years, female, black or african american, stage:ia, dead, 1135 days	10.5
TCGA-44-7662-01A	61 years, male, white, stage:ib, alive, 218 days	10.4
TCGA-55-A48X-01A	63 years, female, white, stage:iia, alive, 689 days	10.3
TCGA-L9-A8F4-01A	64 years, female, black or african american, stage:ib, alive, 476 days	10.1
TCGA-49-4486-01A	72 years, male, white, stage:ia, dead, 2318 days	10.1
TCGA-97-7938-01A	76 years, female, white, stage:ia, dead, 18 days	9.8
TCGA-35-4122-01A	69 years, male, white, stage:ia, alive, 225 days	9.8
TCGA-62-A472-01A	70 years, male, white, stage:iib, alive, 910 days	9.8
TCGA-O2-A5IB-01A	71 years, female, white, stage:iii, dead, 340 days	9.8
TCGA-44-2662-01A	65 years, male, white, stage:ib, alive, 1280 days	9.8
TCGA-98-A53H-01A	76 years, female, white, stage:ia, alive, 618 days	9.7
TCGA-39-5011-01A	70 years, female, white, stage:ia, alive, 4053 days	9.4
TCGA-55-1592-01A	male, white, stage:ia, dead, 701 days	9.2
TCGA-22-5478-01A	79 years, male, stage:ib, dead, 24 days	9.2
TCGA-78-7148-01A	71 years, male, white, stage:iib, dead, 626 days	9.2
TCGA-91-6831-01A	66 years, male, white, stage:ib, alive, 310 days	9.2
TCGA-44-6774-01A	56 years, female, white, stage:iiia, alive, 658 days	9.2
TCGA-MN-A4N1-01A	60 years, male, black or african american, stage:iia, alive, 827 days	9.1
TCGA-55-8301-01A	59 years, male, white, stage:ib, alive, 534 days	8.9
TCGA-69-7980-01A	70 years, female, white, stage:i, alive, 362 days	8.8
TCGA-37-4129-01A	52 years, female, white, stage:ia, alive, 242 days	8.4
TCGA-49-4514-01A	79 years, female, white, stage:ia, alive, 1700 days	8.4
TCGA-93-A4JP-01A	64 years, male, asian, stage:iv, alive, 578 days	8.4
TCGA-43-2578-01A	59 years, female, white, stage:ia, dead, 684 days	8.1
TCGA-05-4430-01A	59 years, female, stage:ib, alive, 761 days	8.0
TCGA-78-7149-01A	72 years, male, white, stage:iiib, alive, 3940 days	7.8
TCGA-05-4249-01A	67 years, male, stage:ib, alive, 1523 days	7.7
TCGA-86-8073-01A	58 years, male, white, stage:ib, alive, 740 days	7.6
TCGA-91-6849-01A	75 years, female, black or african american, stage:iiia, alive, 35 days	7.6
TCGA-62-A46S-01A	73 years, male, white, stage:ib, dead, 1653 days	7.6
TCGA-66-2754-01A	67 years, male, stage:iiia, alive, 61 days	7.6
TCGA-46-3766-01A	62 years, female, white, stage:ia, alive, 370 days	7.5
TCGA-68-7757-01B	74 years, male, white, stage:ia, alive, 211 days	7.5
TCGA-60-2724-01A	47 years, male, white, stage:iiia, alive, 717 days	7.3
TCGA-86-6562-01A	52 years, male, white, stage:iia, dead, 376 days	7.2
TCGA-L9-A50W-01A	75 years, male, black or african american, stage:iia, dead, 442 days	7.2
TCGA-86-8278-01A	63 years, female, white, stage:iib, alive, 944 days	7.0
TCGA-MP-A4T9-01A	54 years, female, white, stage:iiia, dead, 1265 days	7.0
TCGA-99-AA5R-01A	70 years, female, black or african american, stage:ia, alive, 658 days	6.9
TCGA-85-8351-01A	72 years, male, white, stage:iia, alive, 510 days	6.9
TCGA-64-1681-01A	61 years, female, white, stage:ia, dead, 1167 days	6.8
TCGA-50-5072-01A	74 years, male, white, stage:iiia, dead, 250 days	6.8
TCGA-73-4658-01A	80 years, female, white, stage:ib, dead, 1600 days	6.8
TCGA-69-7973-01A	42 years, female, white, stage:ib, alive, 230 days	6.6
TCGA-37-4132-01A	61 years, female, white, stage:iv, alive, 227 days	6.6
TCGA-44-A47G-01A	73 years, female, white, stage:ia, alive, 351 days	6.5
TCGA-55-6982-01A	female, white, stage:iib, dead, 995 days	6.5
TCGA-68-A59I-01A	73 years, female, black or african american, stage:iiia, alive, 428 days	6.5
TCGA-85-8049-01A	57 years, male, white, stage:ib, alive, 579 days	6.5
TCGA-78-7536-01A	70 years, male, white, stage:iiia, dead, 244 days	6.4
TCGA-05-4432-01A	66 years, male, stage:iib, alive, 761 days	6.4
TCGA-62-8398-01A	55 years, male, white, stage:iiia, dead, 444 days	6.4
TCGA-69-7760-01A	73 years, male, white, stage:iib, alive, 202 days	6.4
TCGA-05-4384-01A	66 years, male, stage:iiia, alive, 426 days	6.3
TCGA-85-6560-01A	59 years, male, white, stage:iia, alive, 1259 days	6.3
TCGA-86-8674-01A	50 years, male, white, stage:iia, alive, 806 days	6.2
TCGA-55-6712-01A	male, white, stage:iia, dead, 171 days	6.1
TCGA-37-4141-01A	65 years, female, white, stage:ia, alive, 12 days	6.1
TCGA-05-5423-01A	65 years, male, stage:iib, alive, 151 days	6.1
TCGA-69-A59K-01A	60 years, female, black or african american, stage:iib, alive, 522 days	5.9
TCGA-55-1596-01A	55 years, male, asian, stage:iib, alive, 2065 days	5.9
TCGA-22-4605-01A	78 years, female, stage:ib, dead, 974 days	5.8
TCGA-71-8520-01A	60 years, female, asian, stage:ib, dead, 210 days	5.7
TCGA-66-2756-01A	68 years, male, stage:iiib, alive, 30 days	5.6
TCGA-50-5044-01A	72 years, female, white, stage:iiib, dead, 624 days	5.6
TCGA-62-8397-01A	70 years, female, white, stage:iib, alive, 1289 days	5.6
TCGA-NJ-A4YI-01A	87 years, female, white, stage:iiia, dead, 4 days	5.6
TCGA-MP-A4TA-01A	75 years, female, white, stage:ia, dead, 950 days	5.5
TCGA-O1-A52J-01A	74 years, female, white, stage:ia, dead, 1798 days	5.5
TCGA-55-6985-01A	58 years, female, white, stage:ib, alive, 1233 days	5.5
TCGA-97-A4M6-01A	45 years, female, white, stage:ia, alive, 568 days	5.4
TCGA-05-4390-01A	58 years, female, stage:ib, alive, 1126 days	5.4
TCGA-55-8619-01A	72 years, female, white, stage:iib, alive, 416 days	5.3
TCGA-60-2697-01A	41 years, male, white, stage:iia, dead, 372 days	5.3
TCGA-05-4402-01A	57 years, female, stage:iv, dead, 244 days	5.3
TCGA-05-4382-01A	68 years, male, stage:ib, alive, 607 days	5.3
TCGA-MP-A4TC-01A	78 years, male, white, stage:iiia, dead, 74 days	5.2
TCGA-67-4679-01B	69 years, male, white, alive, 448 days	5.2
TCGA-67-6217-01A	73 years, female, white, stage:iia, alive, 422 days	5.2
TCGA-44-7659-01A	70 years, male, white, stage:ia, alive, 691 days	5.2
TCGA-44-2659-01A	65 years, female, white, stage:iib, alive, 1367 days	5.1
TCGA-44-7669-01A	59 years, male, black or african american, stage:iia, dead, 574 days	5.1
TCGA-46-3769-01A	57 years, male, white, alive, 135 days	5.1
TCGA-56-7223-01A	66 years, male, white, stage:iiia, dead, 442 days	5.0
TCGA-38-4629-01A	68 years, male, white, stage:iib, dead, 864 days	5.0
TCGA-05-5425-01A	68 years, male, stage:iib, alive, 882 days	5.0
TCGA-78-7156-01A	62 years, male, white, stage:iv, dead, 976 days	5.0
TCGA-78-7535-01A	45 years, male, white, stage:ib, dead, 949 days	4.9
TCGA-63-A5MM-01A	69 years, female, stage:iib, dead, 456 days	4.9
TCGA-67-3770-01A	70 years, female, white, stage:ia, alive, 610 days	4.9
TCGA-73-7498-01A	58 years, female, white, stage:ia, alive, 1189 days	4.9
TCGA-35-3615-01A	57 years, male, white, stage:ib, alive, 14 days	4.8
TCGA-55-6983-01A	male, white, stage:iib, alive, 2823 days	4.8
TCGA-99-8028-01A	50 years, female, black or african american, stage:ia, alive, 1118 days	4.8
TCGA-55-6972-01A	72 years, male, white, stage:ib, dead, 1632 days	4.8
TCGA-50-8459-01A	68 years, male, white, stage:iib, alive, 1119 days	4.7
TCGA-43-5668-01A	78 years, male, white, stage:iia, dead, 559 days	4.7
TCGA-55-7283-01A	76 years, female, white, stage:iiia, alive, 609 days	4.7
TCGA-86-8075-01A	66 years, female, white, stage:ib, dead, 694 days	4.6
TCGA-L9-A7SV-01A	69 years, male, black or african american, stage:iia, alive, 565 days	4.6
TCGA-86-8279-01A	46 years, male, white, stage:iia, alive, 949 days	4.6
TCGA-05-4405-01A	74 years, female, stage:ib, alive, 610 days	4.6
TCGA-86-8358-01A	44 years, male, white, stage:ib, alive, 653 days	4.6
TCGA-55-A57B-01A	80 years, female, black or african american, stage:ia, alive, 546 days	4.5
TCGA-44-3919-01A	71 years, female, white, stage:ia, dead, 1026 days	4.5
TCGA-NC-A5HT-01A	69 years, male, white, stage:iiia, alive, 804 days	4.5
TCGA-77-7337-01A	65 years, male, white, stage:iib, dead, 3253 days	4.5
TCGA-MP-A5C7-01A	76 years, female, white, stage:ib, alive, 2248 days	4.4
TCGA-05-5428-01A	57 years, male, stage:iia, alive, 670 days	4.4
TCGA-50-6590-01A	72 years, female, white, stage:ib, dead, 1288 days	4.4
TCGA-75-7027-01A	male, stage:ib, alive, 3059 days	4.4
TCGA-95-7947-01A	67 years, male, white, stage:ia, alive, 477 days	4.4
TCGA-44-6147-01B	67 years, female, white, stage:ia, alive, 845 days	4.4
TCGA-55-7576-01A	54 years, male, black or african american, stage:ib, alive, 670 days	4.4
TCGA-78-7539-01A	75 years, female, white, stage:iia, alive, 791 days	4.4
TCGA-97-A4M5-01A	84 years, male, white, stage:ia, alive, 634 days	4.3
TCGA-50-5055-01A	79 years, female, white, stage:iia, dead, 1830 days	4.3
TCGA-50-5936-01A	58 years, male, white, stage:iiia, dead, 257 days	4.2
TCGA-78-7542-01A	56 years, male, white, stage:ib, dead, 321 days	4.1
TCGA-78-7167-01A	77 years, male, white, stage:iv, dead, 2681 days	4.1
TCGA-44-2655-01A	65 years, female, white, stage:ia, alive, 1324 days	4.1
TCGA-69-7761-01A	85 years, male, white, stage:ib, alive, 186 days	4.1
TCGA-22-1002-01A	69 years, male, white, stage:ia, dead, 131 days	4.0
TCGA-05-4424-01A	70 years, male, stage:iib, alive, 913 days	4.0
TCGA-50-5933-01A	72 years, male, white, stage:iiib, dead, 2393 days	4.0
TCGA-55-6978-01A	male, white, stage:iia, dead, 176 days	4.0
TCGA-55-6970-01A	67 years, female, white, stage:iiia, dead, 464 days	4.0
TCGA-44-4112-01A	60 years, female, white, stage:ib, dead, 808 days	4.0
TCGA-55-6979-01A	59 years, female, white, stage:iib, dead, 237 days	3.9
TCGA-43-2576-01A	62 years, female, white, stage:iiia, alive, 1223 days	3.9
TCGA-71-6725-01A	48 years, female, asian, stage:ib, alive, 256 days	3.9
TCGA-55-6987-01A	77 years, male, white, stage:ia, alive, 2137 days	3.8
TCGA-55-7574-01A	64 years, female, white, stage:ib, dead, 995 days	3.8
TCGA-J2-8192-01A	65 years, female, white, stage:iia, alive, 739 days	3.8
TCGA-86-8055-01A	79 years, male, white, stage:iia, dead, 124 days	3.8
TCGA-NJ-A4YG-01A	65 years, male, white, stage:ib, alive, 2261 days	3.7
TCGA-60-2714-01A	66 years, female, white, stage:iib, alive, 1531 days	3.6
TCGA-78-7160-01A	61 years, male, white, stage:iv, dead, 697 days	3.6
TCGA-35-5375-01A	61 years, male, white, stage:iiia, alive, 264 days	3.6
TCGA-L3-A524-01A	45 years, female, white, stage:iib, dead, 490 days	3.5
TCGA-77-7139-01A	56 years, male, white, stage:iib, alive, 4261 days	3.5
TCGA-33-6738-01A	80 years, male, white, stage:iiia, alive, 1927 days	3.5
TCGA-49-6744-01A	64 years, female, white, stage:iia, alive, 1683 days	3.5
TCGA-91-A4BD-01A	78 years, male, white, stage:iia, alive, 603 days	3.5
TCGA-67-3773-01A	84 years, female, white, stage:ib, alive, 427 days	3.5
TCGA-22-1016-01A	65 years, male, white, stage:ib, dead, 822 days	3.4
TCGA-64-5774-01A	60 years, male, white, stage:ib, alive, 2676 days	3.4
TCGA-97-8176-01A	63 years, male, white, stage:iiia, dead, 468 days	3.4
TCGA-55-8206-01A	56 years, male, white, stage:ia, alive, 888 days	3.4
TCGA-44-7670-01A	47 years, female, white, stage:iia, alive, 882 days	3.3
TCGA-98-A53C-01A	77 years, female, white, stage:ia, alive, 822 days	3.3
TCGA-55-7903-01A	64 years, male, white, stage:ia, alive, 567 days	3.3
TCGA-33-4589-01A	62 years, female, white, stage:iib, dead, 47 days	3.2
TCGA-39-5029-01A	67 years, male, white, stage:iiia, dead, 740 days	3.2
TCGA-85-A5B5-01A	58 years, male, white, stage:ia, alive, 111 days	3.2
TCGA-86-7954-01A	68 years, female, white, stage:ib, alive, 605 days	3.2
TCGA-34-8454-01A	62 years, female, white, stage:iiia, alive, 1180 days	3.1
TCGA-78-7146-01A	71 years, female, white, stage:iiia, dead, 173 days	3.1
TCGA-97-8175-01A	55 years, female, white, stage:ib, alive, 551 days	3.1
TCGA-86-7713-01A	70 years, male, white, stage:iia, alive, 1157 days	3.1
TCGA-22-1005-01A	63 years, male, white, stage:ia, dead, 1953 days	3.1
TCGA-55-7570-01A	60 years, male, black or african american, stage:ia, alive, 824 days	3.1
TCGA-69-8253-01A	59 years, female, black or african american, stage:iia, alive, 426 days	3.0
TCGA-55-7573-01A	72 years, female, white, stage:ia, alive, 487 days	3.0
TCGA-55-8621-01A	75 years, female, white, stage:ia, alive, 515 days	3.0
TCGA-MP-A4SW-01A	53 years, male, white, stage:iib, dead, 1778 days	3.0
TCGA-55-8614-01A	76 years, male, white, stage:ib, alive, 536 days	3.0
TCGA-38-7271-01A	72 years, female, white, stage:ia, dead, 800 days	3.0
TCGA-J2-A4AG-01A	66 years, female, white, stage:ia, alive, 988 days	3.0
TCGA-NC-A5HJ-01A	59 years, male, white, stage:iib, dead, 418 days	3.0
TCGA-44-6779-01A	50 years, female, white, stage:iib, dead, 500 days	3.0
TCGA-05-4398-01A	47 years, female, stage:iiib, alive, 1431 days	2.9
TCGA-55-8091-01A	75 years, male, white, stage:ib, alive, 600 days	2.9
TCGA-34-8456-01A	71 years, female, white, stage:iia, alive, 804 days	2.9
TCGA-38-A44F-01A	80 years, male, white, stage:ib, alive, 133 days	2.9
TCGA-39-5022-01A	76 years, male, white, stage:ib, dead, 1679 days	2.9
TCGA-62-A46O-01A	65 years, female, white, stage:ib, dead, 1454 days	2.9
TCGA-80-5611-01A	male, stage:ib, alive, 2595 days	2.9
TCGA-49-6743-01A	81 years, female, white, stage:iiia, alive, 1621 days	2.9
TCGA-86-A4P7-01A	63 years, female, white, stage:ib, alive, 415 days	2.8
TCGA-64-1678-01A	71 years, female, white, alive, 1189 days	2.8
TCGA-97-8552-01A	55 years, female, white, stage:i, alive, 626 days	2.8
TCGA-97-A4M2-01A	66 years, male, white, stage:ia, alive, 624 days	2.8
TCGA-62-8402-01A	73 years, female, white, stage:iiia, dead, 1498 days	2.8
TCGA-22-4607-01A	75 years, male, white, stage:ib, dead, 587 days	2.8
TCGA-56-8625-01A	66 years, female, white, stage:iiia, dead, 315 days	2.8
TCGA-98-A53D-01A	68 years, male, white, stage:iib, dead, 645 days	2.8
TCGA-69-7764-01A	75 years, male, white, stage:ia, alive, 414 days	2.7
TCGA-66-2757-01A	65 years, female, stage:ia, dead, 1338 days	2.7
TCGA-64-5778-01A	60 years, male, white, stage:ib, alive, 1305 days	2.7
TCGA-44-3398-01A	77 years, female, white, stage:ia, alive, 1163 days	2.7
TCGA-69-7978-01A	59 years, male, white, stage:iib, alive, 134 days	2.7
TCGA-50-5066-01A	72 years, male, black or african american, stage:ib, alive, 1442 days	2.7
TCGA-L9-A5IP-01A	40 years, female, black or african american, stage:iv, dead, 58 days	2.7
TCGA-55-8507-01A	53 years, male, white, stage:ia, alive, 418 days	2.7
TCGA-44-A47A-01A	78 years, female, white, stage:ib, alive, 466 days	2.7
TCGA-55-A4DF-01A	88 years, male, white, stage:ia, dead, 614 days	2.7
TCGA-43-2581-01A	47 years, female, white, stage:iiia, alive, 1176 days	2.6
TCGA-39-5019-01A	70 years, male, white, stage:ib, alive, 3387 days	2.6
TCGA-63-7022-01A	female, stage:ia, alive, 2073 days	2.6
TCGA-78-7143-01A	62 years, female, white, stage:ib, dead, 4961 days	2.6
TCGA-38-4631-01A	72 years, female, white, stage:ib, dead, 354 days	2.6
TCGA-86-7714-01A	61 years, female, black or african american, stage:iiia, dead, 625 days	2.5
TCGA-55-8204-01A	87 years, female, white, stage:ib, alive, 515 days	2.5
TCGA-86-8668-01A	61 years, female, white, stage:ia, alive, 423 days	2.5
TCGA-50-8460-01A	74 years, male, white, stage:ia, alive, 829 days	2.5
TCGA-55-8203-01A	69 years, female, white, stage:ia, alive, 547 days	2.4
TCGA-49-6742-01A	70 years, male, white, stage:iia, dead, 488 days	2.4
TCGA-49-4487-01A	72 years, female, white, stage:ia, dead, 855 days	2.4
TCGA-75-6206-01A	male, stage:ib, alive, 2590 days	2.4
TCGA-85-8052-01A	53 years, male, white, stage:iib, alive, 734 days	2.4
TCGA-55-7816-01A	49 years, female, white, stage:iv, dead, 468 days	2.4
TCGA-J1-A4AH-01A	70 years, male, white, stage:iia, alive, 581 days	2.4
TCGA-95-7944-01A	71 years, male, white, stage:ia, alive, 377 days	2.4
TCGA-75-6212-01A	female, stage:iib, dead, 1516 days	2.4
TCGA-55-6975-01A	male, white, stage:iib, dead, 118 days	2.3
TCGA-78-7159-01A	60 years, female, white, stage:ia, alive, 1974 days	2.3
TCGA-96-8169-01A	67 years, female, white, stage:ia, alive, 557 days	2.3
TCGA-55-7728-01A	64 years, female, white, stage:ib, alive, 704 days	2.3
TCGA-MN-A4N5-01A	63 years, male, white, stage:ia, alive, 84 days	2.3
TCGA-44-7671-01A	64 years, male, black or african american, stage:ib, alive, 889 days	2.3
TCGA-43-6773-01A	76 years, male, white, stage:iib, dead, 116 days	2.3
TCGA-O2-A52S-01A	58 years, female, white, stage:iii, dead, 387 days	2.3
TCGA-50-5946-01A	62 years, male, white, stage:ia, alive, 1617 days	2.3
TCGA-55-6642-01A	63 years, male, white, stage:ib, alive, 2449 days	2.2
TCGA-66-2737-01A	72 years, male, stage:iib, alive, 61 days	2.2
TCGA-35-4123-01A	38 years, male, white, stage:ia, alive, 182 days	2.2
TCGA-MP-A4TF-01A	58 years, female, white, stage:iia, dead, 336 days	2.2
TCGA-38-4625-01A	66 years, female, white, stage:ib, alive, 2973 days	2.2
TCGA-34-5234-01A	71 years, female, white, stage:ia, alive, 2271 days	2.2
TCGA-56-8622-01A	68 years, male, white, stage:ib, alive, 55 days	2.2
TCGA-05-4434-01A	67 years, female, stage:iv, dead, 457 days	2.2
TCGA-85-8350-01A	61 years, male, white, stage:ia, alive, 683 days	2.2
TCGA-50-5941-01A	55 years, female, white, stage:iiia, alive, 1474 days	2.2
TCGA-91-6848-01A	59 years, male, white, stage:iiia, alive, 224 days	2.2
TCGA-78-7145-01A	52 years, female, white, stage:iv, dead, 826 days	2.2
TCGA-05-4422-01A	68 years, male, stage:ib, alive, 365 days	2.1
TCGA-55-A493-01A	54 years, female, white, stage:ib, alive, 28 days	2.1
TCGA-50-6595-01A	74 years, female, white, stage:iiia, dead, 189 days	2.1
TCGA-66-2790-01A	72 years, male, stage:iib, alive, 699 days	2.1
TCGA-86-A4P8-01A	59 years, female, white, stage:iiia, alive, 805 days	2.1
TCGA-85-6561-01A	66 years, male, white, stage:ib, alive, 1224 days	2.1
TCGA-56-7731-01A	66 years, female, white, stage:ib, dead, 3 days	2.1
TCGA-85-8287-01A	72 years, male, white, stage:ia, dead, 23 days	2.0
TCGA-44-7661-01A	69 years, female, white, stage:ib, dead, 557 days	2.0
TCGA-NJ-A7XG-01A	49 years, male, black or african american, stage:iiia, alive, 617 days	2.0
TCGA-99-8033-01A	74 years, female, white, stage:iv, dead, 656 days	2.0
TCGA-93-8067-01A	77 years, male, asian, stage:ib, alive, 186 days	2.0
TCGA-34-2608-01A	84 years, male, white, stage:ib, dead, 1000 days	2.0
TCGA-39-5021-01A	70 years, male, white, stage:ib, dead, 2086 days	2.0
TCGA-98-8022-01A	61 years, male, white, stage:ia, dead, 933 days	2.0
TCGA-22-1000-01A	76 years, male, white, stage:ib, dead, 454 days	1.9
TCGA-49-AAR3-01A	69 years, male, black or african american, stage:iib, alive, 1893 days	1.9
TCGA-85-8582-01A	49 years, male, white, stage:ia, alive, 1160 days	1.9
TCGA-55-7284-01B	74 years, male, white, stage:iib, dead, 243 days	1.9
TCGA-55-7911-01A	70 years, female, white, stage:ia, alive, 537 days	1.9
TCGA-05-4418-01A	69 years, male, stage:iiia, dead, 274 days	1.9
TCGA-56-7823-01B	58 years, female, white, stage:iia, alive, 1011 days	1.9
TCGA-39-5039-01A	76 years, male, white, stage:iia, dead, 544 days	1.9
TCGA-55-8299-01A	61 years, female, white, stage:ia, dead, 469 days	1.9
TCGA-77-8007-01A	68 years, male, stage:iib, dead, 198 days	1.9
TCGA-77-8138-01A	74 years, male, stage:ib, dead, 539 days	1.9
TCGA-70-6722-01A	47 years, male, asian, stage:iiia, alive, 367 days	1.9
TCGA-55-7227-01A	77 years, male, white, stage:iiia, dead, 952 days	1.9
TCGA-93-7348-01A	75 years, female, white, stage:ia, alive, 531 days	1.9
TCGA-34-7107-01A	70 years, male, white, stage:ii, dead, 34 days	1.9
TCGA-MP-A4T4-01A	68 years, female, white, stage:iib, dead, 2617 days	1.9
TCGA-55-6981-01A	53 years, female, white, stage:iiia, dead, 1379 days	1.9
TCGA-73-4670-01A	69 years, female, white, stage:iv, alive, 131 days	1.9
TCGA-49-AARQ-01A	41 years, female, black or african american, stage:i, alive, 6732 days	1.9
TCGA-91-6829-01A	79 years, male, white, stage:ib, dead, 1258 days	1.8
TCGA-78-7158-01A	59 years, female, white, stage:iiib, dead, 179 days	1.8
TCGA-55-A490-01A	78 years, male, white, stage:iia, dead, 99 days	1.8
TCGA-86-8672-01A	59 years, male, white, stage:iib, dead, 19 days	1.8
TCGA-77-8130-01A	69 years, male, stage:iib, alive, 4765 days	1.8
TCGA-52-7812-01A	68 years, male, white, dead, 835 days	1.8
TCGA-50-8457-01A	63 years, female, black or african american, stage:ia, alive, 1125 days	1.8
TCGA-97-8177-01A	59 years, female, white, stage:ib, alive, 499 days	1.8
TCGA-85-7697-01A	49 years, male, white, stage:iib, alive, 1063 days	1.8
TCGA-55-6986-01A	female, white, stage:ib, alive, 3261 days	1.8
TCGA-83-5908-01A	59 years, female, white, stage:ia, alive, 824 days	1.8
TCGA-53-7626-01A	76 years, female, white, stage:iia, dead, 929 days	1.8
TCGA-49-4501-01A	67 years, female, white, stage:ib, dead, 1421 days	1.8
TCGA-49-4507-01A	73 years, female, white, stage:iiia, dead, 268 days	1.8
TCGA-95-7562-01A	71 years, male, black or african american, stage:iia, dead, 87 days	1.7
TCGA-56-8201-01A	74 years, male, white, stage:iib, dead, 397 days	1.7
TCGA-44-2657-01A	74 years, female, white, stage:ib, alive, 1351 days	1.7
TCGA-21-5782-01A	68 years, female, white, stage:ib, dead, 962 days	1.7
TCGA-44-3396-01A	74 years, female, white, stage:iiia, alive, 1130 days	1.7
TCGA-49-AARE-01A	51 years, female, black or african american, stage:ia, dead, 1229 days	1.7
TCGA-99-8025-01A	72 years, female, black or african american, stage:iiia, alive, 1060 days	1.7
TCGA-98-8020-01A	56 years, female, black or african american, stage:iiia, dead, 84 days	1.7
TCGA-85-A513-01A	60 years, female, asian, stage:ia, alive, 910 days	1.7
TCGA-56-8628-01A	78 years, male, white, stage:ia, alive, 616 days	1.7
TCGA-56-A4ZJ-01A	75 years, female, white, stage:ia, alive, 640 days	1.7
TCGA-05-5429-01A	60 years, male, stage:iiia, dead, 275 days	1.7
TCGA-78-7540-01A	66 years, female, white, stage:ib, dead, 1197 days	1.7
TCGA-33-4547-01A	68 years, male, white, stage:ib, alive, 2419 days	1.7
TCGA-39-5035-01A	72 years, female, white, stage:ia, alive, 2080 days	1.7
TCGA-98-8021-01A	75 years, female, white, stage:ia, alive, 937 days	1.7
TCGA-44-A4SS-01A	73 years, male, white, stage:ia, alive, 415 days	1.7
TCGA-21-5787-01A	65 years, male, black or african american, stage:iiia, dead, 329 days	1.7
TCGA-78-7162-01A	75 years, male, white, stage:ia, dead, 3169 days	1.7
TCGA-55-8512-01A	41 years, male, white, stage:iv, dead, 607 days	1.7
TCGA-60-2715-01A	52 years, male, white, stage:ia, dead, 1075 days	1.7
TCGA-05-4403-01A	76 years, male, stage:ib, alive, 578 days	1.7
TCGA-73-4662-01A	65 years, female, white, stage:ia, alive, 2515 days	1.7
TCGA-95-A4VN-01A	62 years, female, white, stage:iia, alive, 553 days	1.7
TCGA-78-7633-01A	67 years, male, white, stage:ib, dead, 1528 days	1.6
TCGA-60-2704-01A	73 years, male, white, stage:iib, dead, 1154 days	1.6
TCGA-86-8056-01A	64 years, female, white, stage:iiia, alive, 139 days	1.6
TCGA-34-5239-01A	75 years, male, white, stage:iiia, alive, 1834 days	1.6
TCGA-37-A5EM-01A	49 years, male, white, stage:ii, alive, 867 days	1.6
TCGA-34-5236-01A	60 years, male, white, stage:iib, dead, 276 days	1.6
TCGA-75-7025-01A	male, stage:ib, alive, 3305 days	1.6
TCGA-96-A4JK-01A	65 years, male, white, stage:iia, alive, 589 days	1.6
TCGA-85-A4PA-01A	61 years, male, white, stage:ib, alive, 741 days	1.6
TCGA-J2-A4AE-01A	77 years, female, white, stage:ia, alive, 1079 days	1.6
TCGA-92-7340-01A	45 years, female, white, stage:iia, alive, 82 days	1.6
TCGA-39-5028-01A	75 years, male, white, stage:iiia, dead, 52 days	1.6
TCGA-22-5474-01A	74 years, male, white, stage:ib, dead, 445 days	1.6
TCGA-55-8511-01A	73 years, female, white, stage:ib, alive, 552 days	1.6
TCGA-56-5898-01A	69 years, male, white, stage:ia, alive, 555 days	1.6
TCGA-97-A4M3-01A	69 years, female, white, stage:ia, alive, 540 days	1.6
TCGA-33-A4WN-01A	61 years, male, white, stage:ib, dead, 143 days	1.6
TCGA-98-A53B-01A	69 years, male, white, stage:ib, dead, 61 days	1.6
TCGA-85-8048-01A	62 years, male, white, stage:ia, alive, 765 days	1.5
TCGA-78-8648-01A	58 years, female, stage:iib, dead, 1209 days	1.5
TCGA-4B-A93V-01A	52 years, female, black or african american, stage:ia, dead, 300 days	1.5
TCGA-86-8280-01A	54 years, female, white, stage:iia, alive, 701 days	1.5
TCGA-91-7771-01A	62 years, male, white, stage:iib, alive, 492 days	1.5
TCGA-43-A56U-01A	76 years, female, white, stage:ia, alive, 432 days	1.5
TCGA-63-A5MS-01A	78 years, male, stage:ib, alive, 2381 days	1.5
TCGA-55-A48Y-01A	69 years, male, white, stage:iia, alive, 630 days	1.5
TCGA-63-7020-01A	male, stage:ia, alive, 2133 days	1.5
TCGA-67-3772-01A	82 years, female, white, stage:ib, alive, 573 days	1.5
TCGA-63-A5MT-01A	74 years, male, stage:iib, alive, 498 days	1.5
TCGA-33-4587-01A	63 years, female, white, stage:ib, dead, 1656 days	1.5
TCGA-77-8133-01A	74 years, male, stage:iia, dead, 1640 days	1.5
TCGA-38-4628-01A	65 years, female, white, stage:iib, dead, 1492 days	1.5
TCGA-56-A5DS-01A	72 years, female, white, stage:ib, alive, 8 days	1.5
TCGA-MP-A4T7-01A	75 years, female, stage:iv, dead, 167 days	1.5
TCGA-50-5068-01A	59 years, female, white, stage:iib, dead, 1499 days	1.5
TCGA-33-4533-01A	76 years, female, black or african american, stage:ib, alive, 4068 days	1.5
TCGA-MP-A4SV-01A	67 years, male, stage:ib, dead, 2620 days	1.5
TCGA-46-3767-01A	76 years, male, white, stage:ia, alive, 388 days	1.5
TCGA-68-A59J-01A	74 years, female, white, stage:ib, alive, 409 days	1.5
TCGA-97-7553-01A	58 years, female, white, stage:ia, alive, 1870 days	1.4
TCGA-22-4604-01A	73 years, male, white, stage:iia, dead, 399 days	1.4
TCGA-50-7109-01A	60 years, male, white, stage:ia, dead, 308 days	1.4
TCGA-55-6984-01A	female, white, stage:iib, dead, 760 days	1.4
TCGA-78-8655-01A	77 years, female, stage:ia, alive, 2360 days	1.4
TCGA-80-5608-01A	female, stage:ia, alive, 2832 days	1.4
TCGA-66-2744-01A	71 years, male, stage:iib, alive, 30 days	1.4
TCGA-56-7582-01A	84 years, male, white, stage:ib, alive, 601 days	1.4
TCGA-77-A5GH-01A	81 years, male, stage:ib, alive, 1182 days	1.4
TCGA-52-7809-01A	74 years, male, white, stage:ib, dead, 166 days	1.4
TCGA-33-AASD-01A	83 years, male, black or african american, stage:ia, dead, 3376 days	1.4
TCGA-56-8503-01A	76 years, female, white, stage:iib, alive, 41 days	1.4
TCGA-56-A4BY-01A	66 years, male, white, stage:ib, dead, 543 days	1.4
TCGA-85-7698-01A	48 years, male, white, stage:ia, alive, 952 days	1.4
TCGA-38-4626-01A	57 years, female, white, alive, 3674 days	1.4
TCGA-60-2720-01A	60 years, female, white, stage:ib, alive, 97 days	1.4
TCGA-NC-A5HM-01A	76 years, male, white, stage:ib, alive, 1212 days	1.4
TCGA-91-8496-01A	63 years, female, white, stage:ib, alive, 505 days	1.4
TCGA-96-7544-01A	83 years, male, white, stage:iib, dead, 2160 days	1.4
TCGA-77-A5FZ-01A	64 years, male, stage:iiib, dead, 3838 days	1.3
TCGA-NJ-A55A-01A	76 years, female, white, stage:ib, alive, 15 days	1.3
TCGA-77-8131-01A	72 years, male, stage:ib, dead, 383 days	1.3
TCGA-97-7937-01A	65 years, male, white, stage:ib, alive, 564 days	1.3
TCGA-44-A47B-01A	79 years, male, white, stage:ib, alive, 287 days	1.3
TCGA-MP-A4TJ-01A	62 years, female, stage:ia, dead, 339 days	1.3
TCGA-63-A5MN-01A	78 years, female, stage:iib, dead, 345 days	1.3
TCGA-86-8359-01A	52 years, male, white, stage:iiia, dead, 444 days	1.3
TCGA-MP-A4TH-01A	70 years, female, white, stage:ia, alive, 741 days	1.3
TCGA-64-5815-01A	74 years, male, white, stage:iib, alive, 866 days	1.3
TCGA-63-6202-01A	male, stage:iia, alive, 1602 days	1.3
TCGA-18-3417-01A	65 years, male, stage:iv, dead, 1097 days	1.3
TCGA-62-A470-01A	84 years, male, white, stage:ib, dead, 1194 days	1.3
TCGA-66-2789-01A	73 years, male, stage:iiib, dead, 123 days	1.3
TCGA-XC-AA0X-01A	77 years, female, black or african american, stage:ia, dead, 6 days	1.3
TCGA-67-3774-01A	73 years, female, white, stage:ib, alive, 385 days	1.3
TCGA-85-7696-01A	64 years, male, white, stage:ia, alive, 1111 days	1.3
TCGA-77-8145-01A	73 years, male, stage:iiib, dead, 212 days	1.3
TCGA-85-6175-01A	63 years, female, white, stage:iib, dead, 294 days	1.3
TCGA-34-8455-01A	67 years, male, white, stage:iv, dead, 123 days	1.3
TCGA-33-AAS8-01A	59 years, female, black or african american, stage:ia, dead, 1114 days	1.3
TCGA-22-5479-01A	64 years, male, white, stage:ib, dead, 2625 days	1.3
TCGA-49-AAR2-01A	64 years, male, black or african american, stage:ib, alive, 2224 days	1.3
TCGA-44-2661-01A	69 years, female, white, stage:ia, alive, 1159 days	1.3
TCGA-60-2708-01A	64 years, female, white, stage:iib, alive, 2447 days	1.2
TCGA-21-5784-01A	80 years, female, white, stage:ib, alive, 1268 days	1.2
TCGA-MP-A4TI-01A	72 years, male, white, stage:iia, dead, 429 days	1.2
TCGA-86-7711-01A	70 years, male, white, stage:iia, dead, 1046 days	1.2
TCGA-96-8170-01A	75 years, female, white, stage:iia, alive, 531 days	1.2
TCGA-18-3409-01A	74 years, male, white, stage:ia, alive, 3747 days	1.2
TCGA-86-6851-01A	73 years, female, white, stage:iia, alive, 179 days	1.2
TCGA-50-5944-01A	69 years, female, white, stage:ia, alive, 1750 days	1.2
TCGA-64-5781-01A	55 years, female, white, stage:ib, alive, 1559 days	1.2
TCGA-44-7667-01A	49 years, female, white, stage:iib, alive, 1097 days	1.2
TCGA-49-4512-01A	69 years, female, white, stage:iiia, dead, 905 days	1.2
TCGA-86-8671-01A	72 years, female, white, stage:iib, alive, 839 days	1.2
TCGA-33-4532-01A	68 years, male, white, stage:ib, dead, 3924 days	1.2
TCGA-39-5024-01A	65 years, female, white, stage:iiia, alive, 2510 days	1.2
TCGA-33-AASI-01A	65 years, female, black or african american, stage:iib, dead, 1344 days	1.2
TCGA-50-6594-01A	79 years, female, black or african american, stage:iiia, dead, 370 days	1.2
TCGA-60-2725-01A	74 years, male, white, stage:ib, alive, 816 days	1.2
TCGA-50-5942-01A	67 years, female, white, stage:ia, alive, 1847 days	1.2
TCGA-77-8156-01A	60 years, male, stage:ib, alive, 1106 days	1.2
TCGA-85-8481-01A	70 years, male, white, stage:iib, dead, 236 days	1.2
TCGA-L3-A4E7-01A	71 years, male, white, stage:ib, alive, 392 days	1.2
TCGA-22-5489-01A	64 years, male, white, stage:ia, dead, 1912 days	1.2
TCGA-NJ-A4YP-01A	52 years, male, white, stage:ib, alive, 50 days	1.2
TCGA-66-2794-01A	64 years, male, stage:iiib, alive, 1645 days	1.1
TCGA-21-1077-01A	64 years, male, white, stage:iib, dead, 1058 days	1.1
TCGA-43-6143-01A	70 years, male, white, stage:ib, alive, 699 days	1.1
TCGA-85-7843-01A	50 years, male, white, stage:iia, alive, 35 days	1.1
TCGA-66-2777-01A	71 years, male, stage:ib, alive, 61 days	1.1
TCGA-78-7154-01A	72 years, male, white, stage:iiia, dead, 593 days	1.1
TCGA-05-4250-01A	79 years, female, stage:iiia, dead, 121 days	1.1
TCGA-22-5485-01A	58 years, female, white, stage:ia, dead, 916 days	1.1
TCGA-78-7220-01A	53 years, female, white, stage:iiia, dead, 807 days	1.1
TCGA-68-8250-01A	66 years, male, black or african american, stage:ia, alive, 244 days	1.1
TCGA-22-1011-01A	73 years, male, white, stage:ib, dead, 53 days	1.1
TCGA-34-5241-01A	79 years, male, white, stage:ib, dead, 515 days	1.1
TCGA-39-5030-01A	81 years, female, asian, stage:iiia, dead, 59 days	1.1
TCGA-34-2596-01A	70 years, male, white, stage:iib, dead, 80 days	1.1
TCGA-97-8172-01A	75 years, female, white, stage:ib, alive, 545 days	1.1
TCGA-60-2709-01A	69 years, male, black or african american, stage:ib, alive, 1505 days	1.1
TCGA-58-A46J-01A	64 years, male, white, stage:iib, alive, 2589 days	1.1
TCGA-50-6591-01A	63 years, female, white, stage:iv, dead, 119 days	1.1
TCGA-L4-A4E6-01A	67 years, male, white, stage:ia, alive, 435 days	1.1
TCGA-22-5471-01A	76 years, male, white, stage:ib, alive, 1845 days	1.1
TCGA-55-8302-01A	54 years, male, white, stage:ib, alive, 478 days	1.1
TCGA-85-7950-01A	46 years, male, white, stage:ib, alive, 576 days	1.1
TCGA-33-AASB-01A	66 years, male, black or african american, stage:ib, dead, 211 days	1.1
TCGA-69-7763-01A	69 years, male, white, stage:ia, alive, 690 days	1.1
TCGA-78-7152-01A	65 years, male, white, stage:ib, dead, 1215 days	1.1
TCGA-43-A474-01A	66 years, male, white, stage:iia, alive, 353 days	1.1
TCGA-78-7153-01A	65 years, female, white, stage:ib, alive, 3635 days	1.1
TCGA-34-5929-01A	79 years, female, white, stage:ib, dead, 151 days	1.0
TCGA-78-7166-01A	84 years, male, white, stage:iib, dead, 258 days	1.0
TCGA-85-A4JC-01A	84 years, male, white, stage:iia, dead, 604 days	1.0
TCGA-49-4510-01A	51 years, female, black or african american, stage:iib, dead, 896 days	1.0
TCGA-18-4721-01A	74 years, male, white, stage:ia, alive, 4694 days	1.0
TCGA-77-7335-01A	62 years, female, white, stage:iiib, dead, 2133 days	1.0
TCGA-94-A4VJ-01A	71 years, female, white, stage:ia, alive, 430 days	1.0
TCGA-93-A4JO-01A	70 years, male, white, stage:ia, dead, 33 days	1.0
TCGA-37-A5EN-01A	59 years, male, white, stage:iiib, alive, 660 days	1.0
TCGA-67-6216-01A	57 years, female, white, stage:ia, alive, 141 days	1.0
TCGA-50-5939-01A	85 years, male, white, stage:ib, dead, 460 days	1.0
TCGA-73-4677-01A	75 years, male, white, dead, 38 days	1.0
TCGA-MN-A4N4-01A	57 years, male, white, stage:ia, alive, 1175 days	1.0
TCGA-94-7033-01A	73 years, male, white, stage:ib, alive, 640 days	1.0
TCGA-67-6215-01A	52 years, female, white, stage:ib, alive, 174 days	1.0
TCGA-49-6761-01A	68 years, female, white, stage:iiia, alive, 354 days	1.0
TCGA-33-6737-01A	71 years, male, white, stage:iiia, dead, 601 days	1.0
TCGA-39-5031-01A	77 years, female, stage:ia, dead, 1841 days	1.0
TCGA-55-7727-01A	71 years, male, white, stage:iiia, alive, 119 days	1.0
TCGA-64-1677-01A	78 years, female, white, stage:iiia, dead, 628 days	1.0
TCGA-77-6843-01A	74 years, male, white, stage:iia, dead, 2224 days	1.0
TCGA-68-7756-01A	84 years, male, white, stage:iiia, alive, 202 days	1.0
TCGA-22-5473-01A	78 years, male, white, dead, 1933 days	1.0
TCGA-85-8288-01A	70 years, male, white, stage:iia, dead, 402 days	1.0
TCGA-77-6844-01A	74 years, male, white, stage:iiia, dead, 2284 days	1.0
TCGA-18-4086-01A	65 years, male, stage:ib, dead, 85 days	1.0
TCGA-52-7622-01A	62 years, female, white, stage:ia, alive, 862 days	1.0
TCGA-97-7546-01A	76 years, female, white, stage:ia, alive, 1285 days	1.0
TCGA-05-4420-01A	41 years, male, stage:ib, alive, 912 days	1.0
TCGA-66-2800-01A	70 years, male, stage:iiib, alive, 1492 days	1.0
TCGA-85-6798-01A	57 years, male, white, stage:iiia, dead, 195 days	1.0
TCGA-50-5930-01A	47 years, male, white, stage:iiia, dead, 282 days	1.0
TCGA-97-7547-01A	67 years, female, white, stage:ib, alive, 1965 days	1.0
TCGA-50-5049-01A	70 years, male, white, stage:ia, alive, 3094 days	0.9
TCGA-69-8453-01A	77 years, male, white, stage:iib, alive, 788 days	0.9
TCGA-50-5931-01A	75 years, female, white, stage:ib, dead, 434 days	0.9
TCGA-95-7043-01A	63 years, female, white, stage:ia, dead, 503 days	0.9
TCGA-44-6145-01A	62 years, female, white, stage:ia, alive, 595 days	0.9
TCGA-51-4081-01A	55 years, male, white, stage:iib, alive, 911 days	0.9
TCGA-77-8136-01A	74 years, female, stage:iib, dead, 1189 days	0.9
TCGA-85-8355-01A	63 years, male, white, stage:ia, alive, 61 days	0.9
TCGA-55-7281-01A	70 years, female, white, stage:ia, alive, 872 days	0.9
TCGA-98-A53I-01A	64 years, male, white, stage:iia, alive, 565 days	0.9
TCGA-98-A539-01A	63 years, male, white, stage:iib, alive, 173 days	0.9
TCGA-86-8673-01A	61 years, male, white, stage:ib, alive, 862 days	0.9
TCGA-55-7907-01A	77 years, male, white, stage:iia, dead, 343 days	0.9
TCGA-86-7955-01A	62 years, male, white, stage:ib, alive, 1072 days	0.9
TCGA-85-8276-01A	62 years, male, white, stage:iia, alive, 1050 days	0.9
TCGA-44-6778-01A	59 years, male, black or african american, stage:ia, alive, 1864 days	0.9
TCGA-77-7141-01A	64 years, male, white, stage:ib, alive, 15 days	0.9
TCGA-44-5643-01A	53 years, male, black or african american, stage:iiia, alive, 1013 days	0.9
TCGA-77-8139-01A	72 years, male, stage:iib, alive, 3166 days	0.9
TCGA-94-7943-01A	80 years, male, white, stage:ia, alive, 559 days	0.9
TCGA-96-A4JL-01A	78 years, female, asian, stage:iia, alive, 842 days	0.9
TCGA-73-4675-01A	59 years, male, white, stage:iiia, dead, 922 days	0.9
TCGA-56-8626-01A	60 years, male, white, stage:ia, dead, 302 days	0.9
TCGA-66-2788-01A	56 years, male, stage:ib, alive, 699 days	0.9
TCGA-56-8309-01A	66 years, male, white, stage:ia, alive, 428 days	0.9
TCGA-S2-AA1A-01A	68 years, female, black or african american, stage:ia, alive, 513 days	0.9
TCGA-44-7672-01A	52 years, female, white, stage:ia, alive, 719 days	0.9
TCGA-22-5472-01A	67 years, male, white, stage:ib, dead, 1975 days	0.9
TCGA-55-6971-01A	59 years, female, white, stage:ib, alive, 1400 days	0.9
TCGA-85-A4CN-01A	56 years, female, white, stage:iib, alive, 1038 days	0.9
TCGA-85-8666-01A	65 years, male, white, stage:ib, dead, 687 days	0.9
TCGA-18-3407-01A	72 years, male, asian, stage:ib, dead, 136 days	0.9
TCGA-75-5125-01A	male, stage:iib, dead, 2027 days	0.9
TCGA-94-8490-01A	70 years, male, white, stage:iib, alive, 153 days	0.9
TCGA-63-A5MW-01A	76 years, male, stage:ib, alive, 1639 days	0.9
TCGA-85-8353-01A	72 years, male, white, stage:iiia, dead, 94 days	0.8
TCGA-77-8148-01A	68 years, male, stage:iiia, alive, 2023 days	0.8
TCGA-55-8087-01A	59 years, female, white, stage:ib, alive, 462 days	0.8
TCGA-21-5786-01A	64 years, male, white, stage:ib, alive, 1032 days	0.8
TCGA-22-5491-01A	74 years, male, white, stage:ia, dead, 1713 days	0.8
TCGA-90-A4EE-01A	53 years, male, white, stage:iia, alive, 688 days	0.8
TCGA-97-7554-01A	83 years, female, white, stage:iiia, alive, 775 days	0.8
TCGA-18-3408-01A	77 years, female, white, stage:ib, dead, 2304 days	0.8
TCGA-86-8669-01A	64 years, male, white, stage:ia, alive, 938 days	0.8
TCGA-85-A4CL-01A	65 years, male, white, stage:ia, dead, 921 days	0.8
TCGA-93-A4JQ-01A	49 years, male, white, stage:ia, alive, 526 days	0.8
TCGA-77-7140-01A	69 years, female, white, stage:iib, dead, 632 days	0.8
TCGA-NJ-A55O-01A	56 years, female, white, stage:iia, alive, 13 days	0.8
TCGA-66-2795-01A	68 years, male, stage:iiib, alive, 122 days	0.8
TCGA-56-8623-01A	71 years, male, white, stage:ib, dead, 692 days	0.8
TCGA-77-A5G8-01B	71 years, male, stage:iib, alive, 1884 days	0.8
TCGA-66-2768-01A	57 years, male, stage:iib, alive, 61 days	0.8
TCGA-63-A5MP-01A	57 years, male, stage:iib, alive, 769 days	0.8
TCGA-55-8208-01A	73 years, female, white, stage:ia, alive, 674 days	0.8
TCGA-21-1070-01A	61 years, female, black or african american, stage:iiia, alive, 3636 days	0.8
TCGA-NC-A5HP-01A	69 years, male, white, stage:iv, dead, 770 days	0.8
TCGA-55-8097-01A	60 years, female, white, stage:ia, alive, 476 days	0.8
TCGA-97-7941-01A	72 years, female, white, stage:ia, alive, 484 days	0.8
TCGA-55-7910-01A	50 years, female, black or african american, stage:iia, alive, 1040 days	0.8
TCGA-56-A62T-01A	78 years, male, black or african american, stage:iia, alive, 440 days	0.8
TCGA-56-5897-01A	74 years, male, white, stage:ia, alive, 378 days	0.8
TCGA-55-8513-01A	77 years, female, white, stage:iib, alive, 791 days	0.8
TCGA-69-8254-01A	85 years, male, white, alive, 409 days	0.8
TCGA-90-7767-01A	56 years, male, white, stage:iib, alive, 89 days	0.8
TCGA-63-A5MJ-01A	54 years, male, stage:iib, alive, 1824 days	0.8
TCGA-91-6835-01A	81 years, female, white, stage:ia, alive, 79 days	0.8
TCGA-52-7811-01A	67 years, male, white, stage:ib, dead, 266 days	0.8
TCGA-43-7658-01A	75 years, female, white, stage:ia, dead, 2378 days	0.8
TCGA-50-6592-01A	71 years, female, white, stage:ib, dead, 777 days	0.8
TCGA-66-2781-01A	67 years, male, stage:ib, alive, 121 days	0.8
TCGA-49-6767-01A	46 years, female, white, stage:iib, alive, 677 days	0.8
TCGA-68-8251-01A	78 years, male, white, stage:ib, alive, 406 days	0.7
TCGA-60-2698-01A	62 years, male, white, stage:iib, dead, 311 days	0.7
TCGA-75-6214-01A	female, stage:iiia, dead, 1115 days	0.7
TCGA-77-8128-01A	60 years, male, stage:iiia, dead, 1150 days	0.7
TCGA-77-8146-01A	72 years, male, stage:ia, alive, 3189 days	0.7
TCGA-43-A56V-01A	61 years, male, black or african american, stage:iiia, alive, 366 days	0.7
TCGA-56-8624-01A	84 years, male, white, stage:iib, alive, 420 days	0.7
TCGA-60-2707-01A	70 years, male, stage:ib, dead, 667 days	0.7
TCGA-22-5492-01A	73 years, female, stage:iiia, dead, 506 days	0.7
TCGA-66-2758-01A	71 years, male, stage:ib, alive, 639 days	0.7
TCGA-60-2713-01A	64 years, male, white, stage:ib, alive, 1731 days	0.7
TCGA-53-A4EZ-01A	63 years, male, white, stage:iia, alive, 1071 days	0.7
TCGA-62-A471-01A	64 years, male, white, stage:iib, alive, 1246 days	0.7
TCGA-56-6545-01A	77 years, female, white, stage:ib, alive, 666 days	0.7
TCGA-77-A5G1-01A	75 years, male, stage:iiia, alive, 4026 days	0.7
TCGA-55-7914-01A	71 years, female, white, stage:iia, dead, 187 days	0.7
TCGA-49-AAR9-01A	61 years, male, black or african american, stage:iib, dead, 260 days	0.7
TCGA-85-A511-01A	62 years, male, white, stage:iib, dead, 455 days	0.7
TCGA-51-6867-01A	72 years, female, white, stage:i, dead, 1856 days	0.7
TCGA-44-2656-01B	59 years, male, white, stage:ib, alive, 1429 days	0.7
TCGA-NC-A5HF-01A	74 years, male, white, stage:iiib, dead, 138 days	0.7
TCGA-85-A4JB-01A	74 years, male, white, stage:iib, alive, 942 days	0.7
TCGA-69-7974-01A	54 years, female, white, stage:iiia, alive, 184 days	0.7
TCGA-58-8386-01A	75 years, male, stage:iv, dead, 1 days	0.7
TCGA-55-6543-01A	female, white, stage:ia, alive, 435 days	0.7
TCGA-55-8205-01A	76 years, female, white, stage:iia, alive, 599 days	0.7
TCGA-05-4425-01A	70 years, female, stage:iv, alive, 669 days	0.7
TCGA-21-A5DI-01A	77 years, male, white, stage:ia, alive, 979 days	0.6
TCGA-33-4538-01A	66 years, male, white, stage:iiia, dead, 2979 days	0.6
TCGA-98-7454-01A	73 years, male, white, stage:ib, alive, 652 days	0.6
TCGA-66-2763-01A	63 years, female, stage:ib, alive, 30 days	0.6
TCGA-90-7964-01A	70 years, male, white, stage:ib, alive, 428 days	0.6
TCGA-77-7142-01A	59 years, female, white, stage:ib, alive, 2227 days	0.6
TCGA-60-2706-01A	58 years, male, white, stage:ia, alive, 2820 days	0.6
TCGA-85-8071-01A	52 years, male, white, stage:iia, alive, 815 days	0.6
TCGA-90-A4ED-01A	69 years, male, white, stage:ib, alive, 615 days	0.6
TCGA-66-2769-01A	75 years, male, stage:iiib, dead, 215 days	0.6
TCGA-66-2783-01A	67 years, male, stage:iiib, alive, 759 days	0.6
TCGA-22-4593-01A	77 years, male, white, stage:iia, dead, 1067 days	0.6
TCGA-22-4595-01A	57 years, male, white, stage:iiia, dead, 734 days	0.6
TCGA-85-A4QQ-01A	68 years, male, white, stage:ib, dead, 927 days	0.6
TCGA-85-8072-01A	60 years, male, white, stage:ia, alive, 932 days	0.6
TCGA-85-A510-01A	74 years, female, white, stage:iib, alive, 482 days	0.6
TCGA-56-7221-01A	79 years, male, white, stage:ib, alive, 608 days	0.6
TCGA-55-7724-01A	76 years, female, white, stage:ib, alive, 705 days	0.6
TCGA-43-7656-01A	71 years, male, white, stage:ia, alive, 596 days	0.6
TCGA-73-A9RS-01A	41 years, male, black or african american, stage:iib, dead, 340 days	0.6
TCGA-O2-A52V-01A	75 years, female, black or african american, stage:ii, dead, 1335 days	0.6
TCGA-63-A5MB-01A	62 years, male, stage:ib, alive, 3123 days	0.6
TCGA-94-8035-01A	64 years, male, white, stage:iib, alive, 122 days	0.6
TCGA-85-8352-01A	67 years, male, white, stage:iiia, dead, 161 days	0.6
TCGA-97-7552-01A	70 years, male, white, stage:ib, alive, 1932 days	0.6
TCGA-44-6148-01A	60 years, male, white, stage:ia, alive, 704 days	0.6
TCGA-53-7813-01A	51 years, female, white, stage:iiib, alive, 424 days	0.6
TCGA-34-2600-01A	76 years, female, white, stage:ia, dead, 1874 days	0.6
TCGA-85-7844-01A	71 years, male, white, stage:ib, alive, 911 days	0.6
TCGA-94-A5I4-01A	61 years, male, white, stage:iia, alive, 491 days	0.6
TCGA-64-5775-01A	71 years, male, white, stage:iiia, dead, 62 days	0.6
TCGA-95-7948-01A	42 years, female, white, stage:ib, alive, 476 days	0.6
TCGA-O2-A52W-01A	63 years, male, black or african american, stage:i, dead, 261 days	0.6
TCGA-22-0944-01A	61 years, male, white, stage:ib, dead, 223 days	0.6
TCGA-43-8115-01A	72 years, female, white, stage:iia, alive, 407 days	0.6
TCGA-85-8584-01A	71 years, male, white, stage:iia, dead, 383 days	0.6
TCGA-92-7341-01A	71 years, male, white, stage:ib, alive, 106 days	0.6
TCGA-77-A5GA-01A	76 years, male, stage:ib, alive, 1280 days	0.6
TCGA-LA-A446-01A	69 years, male, white, stage:ia, alive, 401 days	0.6
TCGA-60-2712-01A	79 years, female, white, stage:iib, dead, 274 days	0.6
TCGA-66-2787-01A	57 years, male, stage:ia, alive, 1217 days	0.6
TCGA-98-8023-01A	70 years, male, white, stage:iiia, alive, 649 days	0.6
TCGA-55-8092-01A	75 years, male, white, stage:iib, dead, 154 days	0.5
TCGA-44-2668-01B	51 years, male, white, stage:ib, dead, 761 days	0.5
TCGA-94-8491-01A	73 years, male, white, stage:iia, alive, 810 days	0.5
TCGA-05-4427-01A	65 years, female, stage:iib, alive, 791 days	0.5
TCGA-78-8640-01A	59 years, male, stage:iia, alive, 7062 days	0.5
TCGA-56-8305-01A	72 years, male, white, stage:ib, alive, 105 days	0.5
TCGA-22-1017-01A	62 years, male, white, stage:ia, dead, 1485 days	0.5
TCGA-18-3421-01A	65 years, male, white, stage:ib, alive, 2645 days	0.5
TCGA-66-2767-01A	62 years, male, stage:iiib, alive, 61 days	0.5
TCGA-37-4133-01A	63 years, male, white, stage:iiia, alive, 238 days	0.5
TCGA-43-3394-01A	52 years, male, black or african american, stage:ib, dead, 1190 days	0.5
TCGA-18-3411-01A	64 years, female, stage:iiia, alive, 3576 days	0.5
TCGA-22-4609-01A	81 years, male, white, stage:ia, dead, 291 days	0.5
TCGA-39-5016-01A	44 years, male, white, stage:iia, alive, 3850 days	0.5
TCGA-64-1680-01A	63 years, male, white, stage:iv, alive, 1126 days	0.5
TCGA-86-7953-01A	69 years, female, white, stage:ia, alive, 997 days	0.5
TCGA-55-8090-01A	80 years, male, white, stage:ia, dead, 598 days	0.5
TCGA-21-5783-01A	76 years, male, white, stage:ib, dead, 2680 days	0.5
TCGA-77-8140-01A	66 years, female, stage:iib, dead, 351 days	0.5
TCGA-58-8390-01A	70 years, male, white, stage:iia, alive, 911 days	0.5
TCGA-55-7726-01A	72 years, female, white, stage:ia, alive, 652 days	0.5
TCGA-55-7725-01A	68 years, female, white, stage:ia, alive, 442 days	0.5
TCGA-56-8308-01A	79 years, male, white, stage:iib, alive, 517 days	0.5
TCGA-22-A5C4-01A	70 years, male, white, stage:iia, alive, 671 days	0.5
TCGA-46-6026-01A	81 years, male, white, stage:iib, alive, 423 days	0.5
TCGA-96-7545-01A	73 years, male, white, stage:ia, dead, 1736 days	0.5
TCGA-18-3410-01A	81 years, male, stage:iib, dead, 146 days	0.5
TCGA-21-1071-01A	67 years, male, white, stage:ib, dead, 1426 days	0.5
TCGA-75-5146-01A	male, stage:ib, alive, 2368 days	0.5
TCGA-LA-A7SW-01A	71 years, male, black or african american, stage:iiia, dead, 408 days	0.5
TCGA-60-2710-01A	67 years, female, white, stage:iia, alive, 2024 days	0.5
TCGA-55-7994-01A	81 years, male, white, stage:iib, alive, 603 days	0.5
TCGA-94-7557-01A	73 years, male, black or african american, stage:ib, dead, 5 days	0.5
TCGA-44-2666-01A	43 years, male, white, stage:ib, dead, 97 days	0.5
TCGA-33-4586-01A	57 years, male, white, stage:iiia, dead, 428 days	0.5
TCGA-21-1081-01A	69 years, male, white, stage:iib, dead, 284 days	0.5
TCGA-22-5480-01A	66 years, female, white, stage:ia, dead, 2170 days	0.5
TCGA-44-6146-01A	64 years, male, white, stage:iib, alive, 728 days	0.5
TCGA-56-7822-01A	76 years, male, black or african american, stage:iib, dead, 532 days	0.5
TCGA-78-7537-01A	72 years, male, stage:ib, dead, 1622 days	0.5
TCGA-66-2766-01A	54 years, male, stage:iiia, alive, 31 days	0.5
TCGA-85-8277-01A	70 years, male, white, stage:iiia, dead, 307 days	0.5
TCGA-43-3920-01A	71 years, male, white, stage:ib, alive, 1007 days	0.5
TCGA-92-8063-01A	52 years, male, white, stage:iiia, alive, 122 days	0.5
TCGA-39-5034-01A	73 years, female, white, stage:iib, dead, 1107 days	0.5
TCGA-63-A5ML-01A	68 years, male, stage:ib, alive, 1386 days	0.5
TCGA-66-2770-01A	79 years, male, stage:ib, alive, 700 days	0.5
TCGA-05-4426-01A	71 years, male, stage:ib, alive, 791 days	0.5
TCGA-22-4599-01A	73 years, female, white, stage:ib, dead, 1161 days	0.4
TCGA-77-7338-01A	64 years, male, white, stage:ib, dead, 5 days	0.4
TCGA-56-A4BW-01A	55 years, male, white, stage:iia, alive, 585 days	0.4
TCGA-39-5027-01A	73 years, male, white, stage:ib, alive, 3108 days	0.4
TCGA-85-7699-01A	73 years, male, white, stage:iiia, dead, 1001 days	0.4
TCGA-66-2734-01A	62 years, female, stage:ib, alive, 1311 days	0.4
TCGA-37-3789-01A	65 years, male, white, stage:ib, alive, 13 days	0.4
TCGA-43-8118-01A	55 years, female, white, stage:ia, dead, 89 days	0.4
TCGA-34-5231-01A	72 years, male, white, stage:ia, dead, 1984 days	0.4
TCGA-85-A50M-01A	47 years, male, asian, stage:iia, dead, 826 days	0.4
TCGA-56-A4BX-01A	70 years, male, white, stage:iia, alive, 405 days	0.4
TCGA-49-4506-01A	68 years, female, white, stage:iib, dead, 999 days	0.4
TCGA-56-7730-01A	73 years, male, white, stage:iia, dead, 198 days	0.4
TCGA-56-7222-01A	60 years, male, white, stage:ib, dead, 562 days	0.4
TCGA-77-A5GF-01A	70 years, male, stage:iia, dead, 840 days	0.4
TCGA-43-8116-01A	73 years, male, white, stage:ia, alive, 358 days	0.4
TCGA-60-2723-01A	74 years, female, white, stage:ib, alive, 1092 days	0.4
TCGA-66-2780-01A	65 years, male, stage:ib, dead, 366 days	0.4
TCGA-85-A512-01A	46 years, male, white, stage:iia, alive, 465 days	0.4
TCGA-67-3771-01A	77 years, female, black or african american, stage:ia, alive, 610 days	0.4
TCGA-22-1012-01A	80 years, female, white, stage:ib, dead, 429 days	0.4
TCGA-63-7021-01A	male, stage:ia, alive, 2142 days	0.4
TCGA-NK-A5CX-01A	73 years, male, white, stage:iia, alive, 111 days	0.4
TCGA-43-7657-01A	68 years, female, white, stage:ia, alive, 236 days	0.4
TCGA-97-8174-01A	67 years, male, white, stage:iia, dead, 164 days	0.4
TCGA-46-3765-01A	59 years, female, white, stage:ia, alive, 405 days	0.4
TCGA-66-2759-01A	66 years, male, stage:iiia, alive, 762 days	0.4
TCGA-66-2742-01A	70 years, male, stage:iv, alive, 641 days	0.4
TCGA-21-1076-01A	54 years, female, white, stage:ib, alive, 1852 days	0.4
TCGA-70-6723-01A	65 years, male, asian, stage:iia, alive, 375 days	0.4
TCGA-18-5595-01A	50 years, male, stage:ib, dead, 827 days	0.4
TCGA-56-7580-01A	84 years, male, white, stage:ib, alive, 925 days	0.4
TCGA-86-8585-01A	57 years, male, white, stage:ib, alive, 353 days	0.4
TCGA-58-8388-01A	60 years, male, white, stage:ib, dead, 412 days	0.4
TCGA-44-7660-01A	72 years, male, white, stage:ib, alive, 592 days	0.4
TCGA-85-8580-01A	52 years, female, white, stage:ib, alive, 1113 days	0.4
TCGA-05-5715-01A	69 years, female, stage:ib, alive, 62 days	0.4
TCGA-NC-A5HQ-01A	70 years, male, white, stage:iiia, dead, 448 days	0.4
TCGA-56-1622-01A	58 years, male, white, stage:ib, dead, 881 days	0.4
TCGA-18-3415-01A	77 years, male, stage:ib, dead, 2803 days	0.4
TCGA-97-8171-01A	81 years, male, asian, stage:iv, alive, 568 days	0.4
TCGA-66-2792-01A	58 years, male, stage:iib, alive, 913 days	0.4
TCGA-60-2696-01A	76 years, female, black or african american, stage:iia, dead, 109 days	0.4
TCGA-94-A5I6-01A	62 years, male, white, stage:iib, alive, 538 days	0.4
TCGA-55-A494-01A	61 years, female, white, stage:ib, alive, 481 days	0.4
TCGA-44-5645-01A	61 years, female, black or african american, stage:ia, alive, 852 days	0.4
TCGA-60-2722-01A	66 years, male, white, stage:iib, alive, 908 days	0.4
TCGA-60-2703-01A	73 years, male, white, stage:iib, dead, 2945 days	0.4
TCGA-56-A4ZK-01A	76 years, female, white, stage:ib, alive, 570 days	0.4
TCGA-77-8154-01A	67 years, male, stage:ia, alive, 1841 days	0.4
TCGA-66-2791-01A	66 years, male, stage:iiib, dead, 153 days	0.4
TCGA-43-5670-01A	70 years, male, white, stage:iia, alive, 849 days	0.4
TCGA-33-A5GW-01A	67 years, male, white, stage:iia, dead, 9 days	0.3
TCGA-63-A5MV-01A	69 years, male, stage:iia, alive, 1100 days	0.3
TCGA-55-8514-01A	70 years, female, black or african american, stage:ib, alive, 520 days	0.3
TCGA-92-8064-01A	58 years, male, white, alive, 160 days	0.3
TCGA-21-1080-01A	66 years, male, white, stage:ib, alive, 3724 days	0.3
TCGA-22-4601-01A	73 years, female, white, stage:iiia, dead, 1057 days	0.3
TCGA-46-3768-01A	58 years, male, white, stage:iiia, dead, 299 days	0.3
TCGA-98-A53A-01A	70 years, male, black or african american, stage:ib, dead, 552 days	0.3
TCGA-77-8008-01A	68 years, male, stage:ib, dead, 2639 days	0.3
TCGA-22-5477-01A	65 years, male, white, stage:ia, dead, 1346 days	0.3
TCGA-56-7579-01A	62 years, male, white, stage:iiia, dead, 951 days	0.3
TCGA-85-A50Z-01A	57 years, male, white, stage:iia, alive, 493 days	0.3
TCGA-34-5232-01A	75 years, female, black or african american, stage:iia, alive, 2471 days	0.3
TCGA-90-6837-01A	64 years, male, white, stage:iib, alive, 758 days	0.3
TCGA-34-5927-01A	70 years, female, white, stage:ia, alive, 1361 days	0.3
TCGA-78-8660-01A	69 years, male, stage:iib, dead, 321 days	0.3
TCGA-58-A46K-01A	59 years, male, white, stage:iiia, dead, 1045 days	0.3
TCGA-43-6647-01A	69 years, female, white, stage:iib, alive, 757 days	0.3
TCGA-66-2755-01A	63 years, male, stage:ib, alive, 28 days	0.3
TCGA-66-2727-01A	55 years, female, stage:ib, dead, 516 days	0.3
TCGA-63-A5MG-01A	68 years, male, stage:ib, alive, 2148 days	0.3
TCGA-78-7150-01A	59 years, male, white, stage:iib, dead, 666 days	0.3
TCGA-NK-A7XE-01A	66 years, male, black or african american, stage:iiib, alive, 13 days	0.3
TCGA-66-2793-01A	68 years, male, stage:iiib, dead, 306 days	0.3
TCGA-21-1079-01A	71 years, male, white, stage:iiia, dead, 965 days	0.3
TCGA-34-A5IX-01A	80 years, male, white, stage:iib, alive, 1031 days	0.3
TCGA-33-4582-01A	55 years, male, white, stage:ia, dead, 3149 days	0.3
TCGA-21-1083-01A	75 years, male, white, stage:ia, dead, 1315 days	0.3
TCGA-22-4613-01A	73 years, female, white, stage:ia, dead, 358 days	0.3
TCGA-85-8070-01A	71 years, male, white, stage:ib, alive, 960 days	0.3
TCGA-62-A46P-01A	65 years, male, white, stage:ib, dead, 594 days	0.3
TCGA-39-5040-01A	59 years, male, white, stage:iiia, dead, 519 days	0.3
TCGA-18-4083-01A	63 years, male, white, stage:iib, dead, 188 days	0.3
TCGA-90-A59Q-01A	61 years, female, white, stage:iia, dead, 322 days	0.3
TCGA-66-2771-01A	60 years, male, stage:iib, alive, 578 days	0.3
TCGA-66-2753-01A	69 years, male, stage:ib, alive, 31 days	0.3
TCGA-58-8393-01A	68 years, female, white, stage:ib, alive, 1058 days	0.3
TCGA-NC-A5HE-01A	60 years, male, white, stage:iib, alive, 2336 days	0.3
TCGA-56-A5DR-01A	81 years, male, white, stage:ia, alive, 4 days	0.3
TCGA-66-2778-01A	68 years, female, stage:iiib, alive, 578 days	0.3
TCGA-34-5240-01A	73 years, female, white, stage:iib, alive, 1541 days	0.3
TCGA-33-4583-01A	73 years, male, white, stage:ia, dead, 4601 days	0.3
TCGA-78-8662-01A	53 years, female, stage:ib, dead, 3361 days	0.3
TCGA-56-8083-01A	56 years, male, white, stage:ib, alive, 150 days	0.3
TCGA-55-7995-01A	73 years, female, white, stage:ia, alive, 889 days	0.3
TCGA-73-4666-01A	52 years, female, white, stage:iv, alive, 800 days	0.3
TCGA-NC-A5HD-01A	79 years, male, white, stage:iib, dead, 2 days	0.3
TCGA-66-2773-01A	69 years, male, stage:ib, dead, 92 days	0.3
TCGA-58-A46M-01A	61 years, male, white, stage:iib, alive, 1072 days	0.3
TCGA-MF-A522-01A	54 years, male, white, stage:ib, dead, 360 days	0.3
TCGA-22-4591-01A	80 years, male, white, stage:iiia, dead, 623 days	0.3
TCGA-66-2786-01A	68 years, female, stage:ia, alive, 790 days	0.3
TCGA-58-8392-01A	70 years, male, white, stage:ib, dead, 501 days	0.3
TCGA-05-4415-01A	57 years, male, stage:iiib, dead, 91 days	0.3
TCGA-43-6770-01A	59 years, female, black or african american, stage:ib, alive, 653 days	0.3
TCGA-18-3406-01A	67 years, male, white, stage:ia, dead, 371 days	0.3
TCGA-66-2782-01A	71 years, male, stage:iib, dead, 365 days	0.3
TCGA-O2-A52Q-01A	45 years, female, white, stage:iii, dead, 113 days	0.2
TCGA-68-7755-01A	60 years, female, white, stage:iia, alive, 83 days	0.2
TCGA-78-7163-01A	60 years, male, white, stage:ib, alive, 7248 days	0.2
TCGA-51-4079-01A	73 years, female, black or african american, stage:ib, dead, 12 days	0.2
TCGA-51-4080-01A	65 years, male, black or african american, stage:iiib, dead, 12 days	0.2
TCGA-21-1072-01A	75 years, male, white, stage:ib, alive, 3016 days	0.2
TCGA-18-3412-01A	52 years, male, white, stage:ib, dead, 345 days	0.2
TCGA-34-5928-01A	83 years, female, white, stage:iib, alive, 1196 days	0.2
TCGA-37-3783-01A	51 years, male, white, stage:iiia, alive, 122 days	0.2
TCGA-56-8629-01A	63 years, male, white, stage:iia, alive, 481 days	0.2
TCGA-77-8143-01A	76 years, male, stage:iiia, dead, 803 days	0.2
TCGA-37-3792-01A	69 years, male, white, stage:ib, alive, 12 days	0.2
TCGA-46-6025-01A	71 years, male, white, stage:iib, alive, 324 days	0.2
TCGA-85-A53L-01A	63 years, male, asian, stage:iia, alive, 377 days	0.2
TCGA-77-8009-01A	68 years, male, stage:iib, dead, 1695 days	0.2
TCGA-56-A49D-01A	67 years, male, white, stage:iiia, alive, 637 days	0.2
TCGA-39-5037-01A	65 years, male, white, stage:iia, alive, 1690 days	0.2
TCGA-60-2711-01A	64 years, female, white, stage:ib, alive, 1260 days	0.2
TCGA-43-A475-01A	67 years, female, white, stage:iib, alive, 296 days	0.2
TCGA-O2-A52N-01A	78 years, male, white, stage:i, dead, 1006 days	0.2
TCGA-77-8153-01A	77 years, female, stage:ib, alive, 1992 days	0.2
TCGA-78-7155-01A	68 years, male, white, stage:ib, dead, 1171 days	0.2
TCGA-66-2785-01A	65 years, male, stage:ib, alive, 60 days	0.2
TCGA-56-8304-01A	73 years, female, white, stage:ia, alive, 106 days	0.2
TCGA-21-1082-01A	61 years, male, white, stage:ib, alive, 3644 days	0.2
TCGA-21-1078-01A	77 years, male, white, stage:ib, dead, 474 days	0.2
TCGA-98-A538-01A	67 years, male, white, stage:iib, alive, 826 days	0.2
TCGA-77-7463-01A	75 years, male, white, stage:ib, dead, 1423 days	0.2
TCGA-77-A5G7-01B	63 years, male, stage:ia, dead, 180 days	0.2
TCGA-33-AASJ-01A	60 years, male, black or african american, stage:ib, dead, 3600 days	0.2
TCGA-77-8150-01A	64 years, male, stage:iiia, dead, 1655 days	0.2
TCGA-56-8307-01A	55 years, female, white, stage:iib, alive, 818 days	0.2
TCGA-22-5482-01A	81 years, male, white, stage:ib, dead, 357 days	0.2
TCGA-52-7810-01A	60 years, female, white, stage:iib, alive, 923 days	0.2
TCGA-33-4566-01A	40 years, male, white, stage:ib, dead, 5287 days	0.2
TCGA-18-5592-01A	57 years, male, stage:iib, alive, 1519 days	0.2
TCGA-58-A46N-01A	52 years, male, white, stage:ib, alive, 910 days	0.2
TCGA-56-8504-01A	74 years, male, white, stage:ib, alive, 510 days	0.2
TCGA-63-7023-01A	male, stage:iia, alive, 1682 days	0.2
TCGA-66-2765-01A	64 years, male, stage:ib, alive, 61 days	0.2
TCGA-60-2726-01A	56 years, male, white, stage:iia, dead, 358 days	0.2
TCGA-NK-A5CT-01A	70 years, male, white, stage:ia, alive, 1997 days	0.2
TCGA-90-7769-01A	55 years, male, white, stage:iib, alive, 358 days	0.2
TCGA-91-8499-01A	76 years, female, white, stage:ia, alive, 36 days	0.2
TCGA-77-6845-01A	69 years, male, white, stage:iib, dead, 708 days	0.2
TCGA-85-8479-01A	66 years, male, white, stage:ia, alive, 468 days	0.2
TCGA-18-3414-01A	73 years, male, asian, stage:iv, dead, 716 days	0.2
TCGA-90-7766-01A	66 years, female, white, stage:ia, alive, 289 days	0.2
TCGA-60-2719-01A	83 years, female, white, stage:ib, alive, 1297 days	0.2
TCGA-22-0940-01A	71 years, male, white, stage:iia, dead, 669 days	0.2
TCGA-77-A5G3-01A	63 years, male, stage:iib, alive, 4570 days	0.1
TCGA-58-A46L-01A	73 years, male, white, stage:iiia, alive, 1723 days	0.1
TCGA-92-8065-01A	74 years, female, white, stage:iib, alive, 70 days	0.1
TCGA-85-8664-01A	73 years, male, white, stage:iib, dead, 550 days	0.1
TCGA-33-AASL-01A	57 years, female, black or african american, stage:ia, dead, 826 days	0.1
TCGA-NC-A5HG-01A	59 years, male, white, stage:iiia, alive, 1963 days	0.1
TCGA-05-4433-01A	82 years, male, stage:ib, alive, 730 days	0.1
TCGA-91-6836-01A	52 years, female, white, stage:ib, alive, 417 days	0.1
TCGA-98-A53J-01A	78 years, male, white, stage:ib, alive, 630 days	0.1
TCGA-22-5481-01A	72 years, female, white, stage:iib, dead, 2409 days	0.1
TCGA-77-A5GB-01B	90 years, male, stage:ib, dead, 937 days	0.1
TCGA-NK-A5D1-01A	57 years, male, white, stage:iia, alive, 511 days	0.1
TCGA-21-1075-01A	57 years, male, white, stage:iib, alive, 2134 days	0.1
TCGA-85-7710-01A	59 years, female, white, stage:ia, alive, 42 days	0.1
TCGA-60-2721-01A	73 years, male, white, stage:ib, alive, 983 days	0.1
TCGA-39-5036-01A	73 years, male, white, stage:ib, alive, 2165 days	0.1
TCGA-44-6776-01A	60 years, female, white, stage:ia, alive, 2616 days	0.1
TCGA-58-8391-01A	57 years, female, white, stage:iiia, alive, 2167 days	0.1
TCGA-43-6771-01A	85 years, male, white, stage:ib, dead, 166 days	0.1
TCGA-63-A5MI-01A	65 years, male, stage:iiia, alive, 1784 days	0.1
TCGA-NC-A5HI-01A	68 years, female, white, stage:ib, alive, 1743 days	0.1
TCGA-77-7465-01A	59 years, male, white, stage:iia, alive, 990 days	0.1
TCGA-NC-A5HO-01A	70 years, female, white, stage:iiia, alive, 1336 days	0.1
TCGA-MP-A4T6-01A	76 years, female, white, stage:iiia, dead, 1790 days	0.1
TCGA-63-A5MR-01A	70 years, female, stage:ib, alive, 2716 days	0.1
TCGA-56-8082-01A	80 years, female, white, stage:iia, alive, 455 days	0.1
TCGA-55-8089-01A	56 years, male, white, stage:ia, dead, 702 days	0.1
TCGA-NC-A5HN-01A	77 years, male, white, stage:iia, alive, 1499 days	0.1
TCGA-85-8354-01A	53 years, male, white, stage:ib, alive, 995 days	0.1
TCGA-77-8144-01A	70 years, male, stage:ib, alive, 833 days	0.1
TCGA-NC-A5HL-01A	73 years, male, white, stage:iia, dead, 88 days	0.1
TCGA-NJ-A4YQ-01A	69 years, female, white, stage:ia, alive, 1432 days	0.1
TCGA-60-2716-01A	39 years, male, stage:iib, alive, 1475 days	0.1
TCGA-63-A5MH-01A	68 years, male, stage:ia, alive, 2026 days	0.1
TCGA-18-3419-01A	73 years, male, stage:iib, alive, 2811 days	0.1
TCGA-77-6842-01A	79 years, male, white, stage:iib, dead, 899 days	0.1
TCGA-77-A5G6-01A	66 years, male, stage:iiia, dead, 678 days	0.1
TCGA-NC-A5HH-01A	53 years, male, white, stage:ia, alive, 37 days	0.0
TCGA-77-7138-01A	67 years, male, stage:ib, dead, 340 days	0.0
TCGA-37-A5EL-01A	53 years, male, white, stage:iib, dead, 1143 days	0.0
TCGA-NK-A5CR-01A	77 years, male, stage:ib, alive, 2542 days	0.0
TCGA-38-4630-01A	75 years, female, white, stage:ib, dead, 1073 days	0.0
TCGA-NC-A5HR-01A	75 years, female, white, stage:iia, alive, 1244 days	0.0
TCGA-85-A4QR-01A	67 years, male, white, stage:ib, alive, 600 days	0.0
TCGA-53-7624-01A	40 years, female, white, stage:iv, dead, 1043 days	0.0
TCGA-63-A5MY-01A	63 years, male, stage:ia, alive, 1052 days	0.0
TCGA-NC-A5HK-01A	58 years, female, white, stage:iib, alive, 128 days	0.0
TCGA-18-3416-01A	83 years, male, stage:iib, dead, 973 days	0.0
TCGA-58-8387-01A	60 years, male, white, stage:iia, dead, 403 days	0.0
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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, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody CAB025798
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