Expression of B2M in renal cancer - The Human Protein Atlas

RENAL 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

B2M is not prognostic in renal cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 529.9
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

914.5

Number of samples

877

Samples

Sample	Description	FPKM
TCGA-AK-3455-01A	71 years, female, white, stage:iii, dead, 683 days	3785.8
TCGA-B8-4146-01B	41 years, female, white, stage:i, alive, 511 days	3139.8
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	2937.1
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i, alive, 53 days	2749.4
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv, dead, 574 days	2681.3
TCGA-CZ-5989-01A	60 years, male, white, stage:ii, alive, 1905 days	2678.1
TCGA-BP-4798-01A	74 years, male, white, dead, 334 days	2669.4
TCGA-CZ-4864-01A	86 years, male, white, stage:ii, dead, 2830 days	2646.9
TCGA-AK-3429-01A	54 years, female, white, stage:ii, alive, 3328 days	2568.8
TCGA-BP-4160-01A	67 years, male, white, stage:iii, alive, 2881 days	2498.4
TCGA-CJ-5675-01A	70 years, male, white, stage:ii, alive, 3936 days	2482.4
TCGA-BP-4174-01A	49 years, male, white, stage:ii, alive, 1879 days	2459.8
TCGA-B8-5164-01A	65 years, male, white, stage:iii, alive, 26 days	2431.4
TCGA-CJ-4640-01A	49 years, male, white, stage:iii, alive, 3480 days	2393.2
TCGA-BP-4173-01A	47 years, male, white, stage:ii, alive, 1893 days	2357.6
TCGA-B2-4099-01A	83 years, male, white, stage:i, alive, 972 days	2322.6
TCGA-B2-5635-01A	74 years, male, white, stage:i, alive, 755 days	2317.2
TCGA-CZ-5455-01A	63 years, male, white, stage:iv, dead, 561 days	2283.0
TCGA-CJ-4637-01A	52 years, female, white, stage:iv, dead, 2227 days	2270.4
TCGA-B2-3924-01A	73 years, male, white, stage:i, alive, 1092 days	2265.7
TCGA-B8-5162-01A	63 years, male, white, stage:ii, alive, 36 days	2182.3
TCGA-CW-5587-01A	62 years, female, white, stage:iii, alive, 2226 days	2169.3
TCGA-CZ-4863-01A	51 years, female, white, stage:iii, alive, 1928 days	2121.8
TCGA-CJ-4874-01A	73 years, female, white, stage:i, alive, 2283 days	2113.4
TCGA-CW-6087-01A	61 years, male, white, stage:iv, dead, 41 days	2092.0
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i, alive, 1314 days	2056.2
TCGA-B0-4846-01A	52 years, male, white, stage:iv, dead, 1200 days	2021.8
TCGA-A3-3328-01A	79 years, male, white, stage:i, alive, 1385 days	2016.9
TCGA-B0-4694-01A	72 years, male, white, stage:iii, dead, 106 days	2010.4
TCGA-DV-5573-01A	41 years, male, white, stage:i, alive, 1130 days	1976.1
TCGA-B8-4154-01A	73 years, female, white, stage:i, alive, 1380 days	1954.0
TCGA-BP-4777-01A	46 years, male, white, stage:i, alive, 1731 days	1938.8
TCGA-BP-4346-01A	57 years, male, white, stage:iii, dead, 1493 days	1934.1
TCGA-CZ-4865-01A	70 years, female, white, stage:i, dead, 166 days	1914.0
TCGA-B0-4699-01A	74 years, male, white, stage:iv, dead, 110 days	1908.2
TCGA-CJ-4893-01A	76 years, female, white, stage:i, alive, 750 days	1879.6
TCGA-B8-4148-01A	63 years, female, white, stage:i, alive, 1520 days	1868.2
TCGA-A3-3346-01A	68 years, male, white, stage:i, dead, 137 days	1859.9
TCGA-CZ-5452-01A	69 years, male, white, stage:ii, alive, 1789 days	1853.2
TCGA-CJ-4888-01A	59 years, male, white, stage:iv, dead, 1567 days	1849.9
TCGA-CJ-4916-01A	69 years, female, white, stage:iii, alive, 1373 days	1840.0
TCGA-BP-4343-01A	64 years, male, white, stage:iii, dead, 1912 days	1826.3
TCGA-KL-8332-01A	55 years, male, white, stage:i, alive, 2582 days	1825.6
TCGA-B0-4824-01A	49 years, female, white, stage:i, dead, 1657 days	1824.8
TCGA-BP-4994-01A	54 years, male, white, stage:i, alive, 1308 days	1824.8
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	1808.4
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i, alive, 468 days	1789.2
TCGA-BP-4970-01A	44 years, male, asian, stage:iii, alive, 433 days	1778.8
TCGA-KN-8425-01A	53 years, male, white, stage:i, alive, 3179 days	1775.3
TCGA-BP-4325-01A	64 years, female, white, stage:i, alive, 2964 days	1772.1
TCGA-BP-4162-01A	65 years, female, white, stage:i, alive, 3074 days	1766.0
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii, alive, 714 days	1746.2
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii, alive, 830 days	1744.6
TCGA-CJ-4869-01A	49 years, male, white, stage:iii, alive, 2554 days	1742.4
TCGA-CJ-4894-01A	58 years, male, white, stage:iii, dead, 841 days	1718.6
TCGA-BP-4771-01A	62 years, male, white, stage:iv, dead, 162 days	1713.2
TCGA-CZ-4862-01A	46 years, male, white, stage:i, alive, 3271 days	1712.6
TCGA-KO-8411-01A	58 years, male, white, stage:i, alive, 3958 days	1711.3
TCGA-KL-8336-01A	51 years, female, white, stage:iv, dead, 920 days	1708.5
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii, alive, 1888 days	1707.6
TCGA-KL-8334-01A	37 years, female, white, stage:iii, alive, 2949 days	1704.5
TCGA-AK-3458-01A	48 years, male, white, stage:i, alive, 1168 days	1698.0
TCGA-A3-3383-01A	52 years, male, white, stage:i, alive, 861 days	1691.0
TCGA-BP-5173-01A	75 years, male, white, stage:i, dead, 62 days	1689.2
TCGA-DV-5574-01A	37 years, male, white, stage:i, alive, 2016 days	1675.8
TCGA-B0-5092-01A	53 years, female, white, stage:iv, dead, 459 days	1670.3
TCGA-CJ-4890-01A	72 years, male, white, stage:iv, alive, 3519 days	1663.9
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i, alive, 16 days	1661.2
TCGA-A3-3365-01A	46 years, male, white, stage:i, alive, 873 days	1656.8
TCGA-BP-4995-01A	68 years, male, white, stage:i, alive, 1371 days	1656.4
TCGA-B8-5163-01A	63 years, female, white, stage:iii, alive, 822 days	1656.2
TCGA-A3-3358-01A	57 years, female, white, stage:i, alive, 1307 days	1654.1
TCGA-AK-3434-01A	72 years, male, white, stage:i, alive, 2087 days	1643.5
TCGA-B0-4818-01A	68 years, female, white, stage:ii, dead, 510 days	1640.1
TCGA-B4-5836-01A	61 years, female, white, stage:i, alive, 141 days	1636.6
TCGA-B0-5692-01A	66 years, female, white, stage:iii, alive, 3944 days	1630.7
TCGA-A3-3329-01A	75 years, male, white, stage:i, alive, 1624 days	1627.6
TCGA-B0-4697-01A	46 years, female, white, stage:iv, dead, 578 days	1626.2
TCGA-AK-3447-01A	84 years, male, white, stage:ii, alive, 1217 days	1621.2
TCGA-CJ-4900-01A	69 years, female, white, stage:iv, dead, 1714 days	1611.0
TCGA-KL-8344-01A	51 years, male, white, stage:iii, alive, 876 days	1604.6
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	1599.3
TCGA-A3-3351-01A	42 years, male, white, stage:ii, alive, 910 days	1592.5
TCGA-CJ-4641-01A	55 years, female, white, stage:iv, dead, 1661 days	1589.2
TCGA-A3-3307-01A	66 years, male, stage:iii, alive, 1436 days	1588.2
TCGA-B0-4838-01A	69 years, female, white, stage:i, dead, 834 days	1588.1
TCGA-B0-5709-01A	62 years, female, white, stage:iii, alive, 3974 days	1583.4
TCGA-KN-8424-01A	42 years, female, white, stage:i, alive, 1983 days	1578.2
TCGA-BP-4161-01A	74 years, male, white, stage:i, alive, 2746 days	1577.2
TCGA-A3-3370-01A	48 years, female, white, stage:i, alive, 2274 days	1571.3
TCGA-KO-8413-01A	46 years, male, white, stage:i, alive, 3038 days	1571.0
TCGA-CJ-4639-01A	49 years, female, white, stage:ii, alive, 3229 days	1564.5
TCGA-CJ-4892-01A	65 years, female, white, stage:i, alive, 1521 days	1559.8
TCGA-CJ-5672-01A	84 years, male, white, stage:i, dead, 2190 days	1555.8
TCGA-AK-3427-01A	65 years, male, white, stage:i, alive, 3583 days	1555.2
TCGA-CJ-6027-01A	77 years, male, white, stage:i, dead, 3615 days	1551.7
TCGA-CZ-5463-01A	76 years, male, white, stage:ii, alive, 662 days	1548.9
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i, alive, 3631 days	1546.5
TCGA-B0-4815-01A	65 years, male, white, stage:iii, dead, 1588 days	1535.1
TCGA-B0-5706-01A	45 years, male, white, stage:ii, alive, 3205 days	1520.7
TCGA-CJ-4886-01A	43 years, female, white, stage:i, alive, 1952 days	1520.4
TCGA-BP-4968-01A	40 years, male, white, stage:i, alive, 1746 days	1515.8
TCGA-CZ-4856-01A	62 years, female, white, stage:i, alive, 18 days	1515.2
TCGA-CJ-4636-01A	51 years, male, white, stage:iii, alive, 1924 days	1510.1
TCGA-AK-3443-01A	45 years, male, white, stage:ii, alive, 1423 days	1509.0
TCGA-CJ-4887-01A	48 years, male, white, stage:iv, dead, 932 days	1491.4
TCGA-B0-5697-01A	50 years, male, white, stage:i, alive, 2630 days	1489.0
TCGA-CZ-4866-01A	79 years, female, white, stage:i, alive, 3267 days	1481.3
TCGA-B0-5081-01A	80 years, female, white, stage:iii, dead, 362 days	1480.0
TCGA-CZ-5470-01A	72 years, female, stage:ii, alive, 386 days	1477.4
TCGA-BP-4165-01A	64 years, female, white, stage:i, alive, 3037 days	1477.1
TCGA-B4-5832-01A	65 years, male, white, stage:iii, alive, 155 days	1475.4
TCGA-A3-3357-01A	62 years, male, white, stage:ii, alive, 2688 days	1470.8
TCGA-B0-5705-01A	65 years, female, white, stage:i, alive, 4537 days	1456.6
TCGA-CZ-5462-01A	83 years, male, white, stage:iv, dead, 311 days	1449.2
TCGA-B0-4810-01A	47 years, male, white, stage:iii, dead, 478 days	1448.4
TCGA-BP-5201-01A	63 years, male, white, stage:iv, alive, 951 days	1443.6
TCGA-CZ-5985-01A	58 years, male, white, stage:ii, alive, 1997 days	1430.1
TCGA-B0-4703-01A	51 years, male, white, stage:iv, dead, 182 days	1417.0
TCGA-BP-4176-01A	64 years, male, white, stage:i, alive, 1955 days	1413.1
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	1411.9
TCGA-CJ-4644-01A	48 years, female, white, stage:iv, dead, 336 days	1410.4
TCGA-B2-5641-01A	79 years, male, white, stage:i, alive, 656 days	1402.4
TCGA-CJ-4872-01A	51 years, male, white, stage:i, alive, 326 days	1400.4
TCGA-BP-4804-01A	59 years, male, white, stage:i, alive, 1459 days	1399.3
TCGA-B0-5075-01A	77 years, female, white, stage:iii, dead, 637 days	1393.1
TCGA-BP-4329-01A	75 years, male, white, stage:iii, dead, 845 days	1392.2
TCGA-CJ-4901-01A	47 years, male, white, stage:iii, alive, 1450 days	1391.8
TCGA-B8-5553-01A	67 years, female, white, stage:i, alive, 435 days	1391.1
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	1386.3
TCGA-BP-4170-01A	72 years, female, white, stage:i, dead, 2343 days	1383.2
TCGA-CJ-5686-01A	59 years, female, white, stage:i, alive, 2038 days	1382.4
TCGA-A3-3359-01A	82 years, female, white, stage:i, alive, 2504 days	1375.4
TCGA-MM-A563-01A	41 years, male, black or african american, alive, 591 days	1373.7
TCGA-KO-8415-01A	44 years, female, white, stage:i, alive, 2939 days	1371.4
TCGA-B8-4151-01A	51 years, female, white, stage:iii, alive, 1299 days	1369.7
TCGA-B0-5710-01A	57 years, male, white, stage:i, alive, 2430 days	1353.9
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii, alive, 528 days	1348.1
TCGA-BP-4962-01A	58 years, male, white, stage:ii, alive, 1785 days	1347.2
TCGA-B0-4714-01A	81 years, male, white, stage:iv, dead, 99 days	1342.1
TCGA-CJ-6028-01A	58 years, male, white, stage:iv, dead, 1625 days	1336.3
TCGA-BP-4782-01A	55 years, female, white, stage:i, alive, 354 days	1335.5
TCGA-A3-3343-01A	79 years, male, white, stage:ii, alive, 945 days	1329.1
TCGA-B8-4143-01A	66 years, female, white, stage:iv, dead, 709 days	1329.0
TCGA-B0-5108-01A	54 years, male, white, stage:iii, alive, 1782 days	1325.8
TCGA-B0-5711-01A	50 years, male, white, stage:iii, alive, 3989 days	1319.7
TCGA-CJ-4904-01A	60 years, female, white, stage:iv, alive, 3302 days	1315.3
TCGA-BP-4167-01A	60 years, male, white, stage:iii, alive, 2718 days	1315.2
TCGA-CZ-4861-01A	63 years, male, white, stage:ii, dead, 446 days	1313.4
TCGA-BP-4335-01A	65 years, female, white, stage:iv, dead, 475 days	1312.1
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv, alive, 2722 days	1311.6
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	1310.6
TCGA-BP-4758-01A	40 years, male, white, stage:i, alive, 2208 days	1308.3
TCGA-A3-3378-01A	60 years, male, white, stage:i, alive, 630 days	1308.2
TCGA-CZ-5464-01A	69 years, male, white, stage:iv, alive, 2128 days	1300.1
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	1299.3
TCGA-B0-5713-01A	75 years, female, white, stage:iii, alive, 2782 days	1298.9
TCGA-BP-4989-01A	58 years, male, white, stage:iii, alive, 118 days	1292.6
TCGA-EU-5907-01A	81 years, male, white, stage:iii, alive, 127 days	1288.5
TCGA-CJ-4876-01A	57 years, male, white, stage:ii, alive, 1955 days	1285.3
TCGA-CW-6097-01A	32 years, male, white, stage:iii, dead, 571 days	1282.2
TCGA-KL-8333-01A	69 years, male, white, stage:ii, alive, 2991 days	1281.4
TCGA-KM-8477-01A	56 years, male, white, stage:i, alive, 1553 days	1279.8
TCGA-CZ-5987-01A	60 years, male, white, stage:iv, dead, 445 days	1279.5
TCGA-BP-4353-01A	61 years, male, white, stage:i, dead, 375 days	1276.5
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	1273.5
TCGA-AK-3450-01A	85 years, female, white, stage:i, alive, 1779 days	1272.8
TCGA-B2-5639-01A	46 years, male, white, stage:iv, dead, 1003 days	1271.9
TCGA-A3-3326-01A	47 years, male, white, stage:i, alive, 1137 days	1269.9
TCGA-CJ-6030-01A	66 years, male, white, stage:i, dead, 2299 days	1269.1
TCGA-AK-3451-01A	48 years, male, white, stage:ii, alive, 2868 days	1267.9
TCGA-DV-5575-01A	52 years, female, white, stage:i, alive, 1729 days	1264.9
TCGA-CJ-4868-01A	42 years, male, white, stage:iv, dead, 646 days	1264.8
TCGA-BP-4347-01A	74 years, male, white, stage:iii, alive, 1367 days	1261.1
TCGA-BP-4965-01A	46 years, male, white, stage:i, alive, 1871 days	1256.9
TCGA-B0-4693-01A	73 years, female, white, stage:iii, dead, 77 days	1251.6
TCGA-B8-5159-01A	61 years, female, white, stage:i, alive, 722 days	1250.2
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	1246.9
TCGA-B4-5834-01A	59 years, male, white, stage:i, alive, 26 days	1246.8
TCGA-B8-5552-01B	41 years, female, white, stage:i, alive, 1046 days	1243.4
TCGA-B0-4823-01A	88 years, male, white, stage:i, dead, 454 days	1238.4
TCGA-CJ-4884-01A	72 years, female, white, stage:iii, alive, 1759 days	1237.7
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii, alive, 323 days	1235.8
TCGA-CJ-5684-01A	61 years, male, white, stage:iii, alive, 2231 days	1232.4
TCGA-CZ-5451-01A	74 years, male, white, stage:ii, alive, 1929 days	1230.5
TCGA-B0-5699-01A	53 years, male, white, stage:i, alive, 3841 days	1229.0
TCGA-KL-8343-01A	72 years, male, white, stage:iii, dead, 2172 days	1228.5
TCGA-CZ-5454-01A	63 years, male, white, stage:iv, dead, 722 days	1228.0
TCGA-BP-5183-01A	57 years, male, white, stage:iii, alive, 1291 days	1227.9
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i, alive, 340 days	1227.1
TCGA-AK-3460-01A	58 years, male, white, stage:i, alive, 2508 days	1225.0
TCGA-B2-3923-01A	59 years, male, white, stage:ii, alive, 992 days	1221.7
TCGA-BP-4166-01A	69 years, male, white, stage:iii, alive, 13 days	1221.2
TCGA-KL-8340-01A	34 years, male, white, stage:ii, alive, 2024 days	1221.1
TCGA-B4-5377-01A	68 years, female, white, stage:iv, alive, 365 days	1220.0
TCGA-BP-4169-01A	76 years, female, white, stage:ii, dead, 701 days	1216.2
TCGA-KO-8405-01A	29 years, male, white, stage:iii, alive, 3056 days	1213.8
TCGA-CJ-6031-01A	54 years, male, white, stage:i, alive, 1906 days	1213.8
TCGA-BP-4801-01A	57 years, male, white, stage:i, alive, 1124 days	1209.8
TCGA-BP-5007-01A	46 years, male, white, stage:ii, alive, 1140 days	1207.2
TCGA-B0-4945-01A	75 years, female, white, stage:i, dead, 2145 days	1203.5
TCGA-BP-5008-01A	46 years, male, white, stage:i, alive, 1071 days	1202.4
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	1197.5
TCGA-B0-4852-01A	78 years, female, white, stage:ii, dead, 1121 days	1197.3
TCGA-B0-5812-01A	53 years, male, white, stage:i, alive, 3834 days	1196.4
TCGA-B2-4101-01A	52 years, male, white, stage:ii, alive, 648 days	1194.0
TCGA-CJ-4889-01A	63 years, female, white, stage:i, alive, 1946 days	1192.3
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i, alive, 498 days	1191.7
TCGA-B0-4698-01A	75 years, male, white, stage:iv, dead, 42 days	1191.3
TCGA-BP-5199-01A	58 years, male, white, stage:ii, alive, 1355 days	1191.3
TCGA-B0-5399-01A	46 years, male, white, stage:i, alive, 1411 days	1176.3
TCGA-AK-3440-01A	58 years, male, white, stage:i, alive, 2865 days	1167.9
TCGA-B0-4691-01A	55 years, male, white, stage:iv, dead, 139 days	1167.8
TCGA-B2-4102-01A	61 years, male, white, stage:i, alive, 952 days	1167.3
TCGA-B0-5119-01A	61 years, female, white, stage:i, alive, 1552 days	1167.1
TCGA-KL-8331-01A	48 years, female, white, stage:ii, alive, 3010 days	1166.3
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i, alive, 2470 days	1162.1
TCGA-B8-4619-01A	58 years, male, white, stage:i, alive, 523 days	1160.5
TCGA-AK-3428-01A	62 years, male, white, stage:iii, alive, 3728 days	1160.3
TCGA-AK-3425-01A	68 years, male, white, stage:i, alive, 3343 days	1159.8
TCGA-BP-5182-01A	56 years, male, white, stage:i, alive, 1165 days	1159.3
TCGA-B0-5096-01A	72 years, female, white, stage:iii, dead, 68 days	1156.7
TCGA-CZ-5460-01A	55 years, male, white, stage:iv, alive, 2873 days	1155.0
TCGA-BP-4331-01A	52 years, male, white, stage:i, dead, 2454 days	1153.3
TCGA-BP-4959-01A	49 years, male, white, stage:i, alive, 2660 days	1150.7
TCGA-BP-4790-01A	76 years, male, white, stage:i, dead, 1111 days	1149.8
TCGA-BP-4998-01A	49 years, male, asian, stage:i, alive, 932 days	1149.1
TCGA-DV-5569-01A	29 years, female, white, stage:i, alive, 355 days	1145.0
TCGA-KL-8329-01A	57 years, female, asian, stage:i, alive, 2752 days	1143.0
TCGA-B0-5113-01A	69 years, female, white, stage:iii, alive, 1175 days	1140.2
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i, alive, 385 days	1139.5
TCGA-BP-4159-01A	70 years, male, white, stage:i, dead, 2601 days	1135.3
TCGA-BP-4993-01A	58 years, male, white, stage:i, alive, 177 days	1135.1
TCGA-BP-5168-01A	75 years, male, white, stage:i, dead, 1463 days	1134.7
TCGA-BP-4797-01A	34 years, male, white, stage:iii, alive, 1107 days	1134.2
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	1132.0
TCGA-BP-4983-01A	67 years, female, asian, stage:iii, alive, 1413 days	1130.2
TCGA-BP-4344-01A	75 years, female, white, stage:i, alive, 1666 days	1130.0
TCGA-B0-4847-01A	60 years, male, white, stage:iv, dead, 793 days	1129.8
TCGA-B4-5844-01A	61 years, female, white, stage:ii, alive, 7 days	1129.8
TCGA-BP-5186-01A	50 years, female, white, stage:i, alive, 693 days	1129.3
TCGA-B0-4700-01A	60 years, male, white, stage:iv, dead, 1980 days	1128.7
TCGA-BP-4763-01A	79 years, female, white, stage:i, dead, 1270 days	1127.9
TCGA-B0-5115-01A	43 years, male, white, stage:iv, alive, 1604 days	1126.6
TCGA-AS-3777-01A	63 years, male, white, stage:i, alive, 1238 days	1124.4
TCGA-BP-4762-01A	42 years, male, white, stage:i, dead, 1343 days	1123.6
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	1122.4
TCGA-BP-4799-01A	70 years, male, white, stage:iii, dead, 1133 days	1121.3
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	1113.5
TCGA-CZ-5988-01A	38 years, male, white, stage:i, alive, 693 days	1111.4
TCGA-B0-4833-01A	82 years, female, white, stage:i, dead, 2386 days	1110.1
TCGA-B0-4690-01A	65 years, male, white, stage:iv, dead, 43 days	1109.1
TCGA-A3-3352-01A	male, white, stage:iii, dead, 561 days	1108.8
TCGA-B0-4819-01A	60 years, female, white, stage:iv, dead, 183 days	1107.3
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	1106.2
TCGA-CJ-4643-01A	67 years, female, white, stage:ii, alive, 1793 days	1105.8
TCGA-CZ-5468-01A	84 years, male, white, stage:iv, dead, 59 days	1104.3
TCGA-KL-8325-01A	56 years, female, white, stage:ii, dead, 725 days	1102.9
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	1102.4
TCGA-BP-4987-01A	41 years, female, asian, stage:i, alive, 1124 days	1100.7
TCGA-AK-3431-01A	62 years, female, white, stage:ii, dead, 2241 days	1100.7
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i, alive, 1525 days	1099.8
TCGA-BP-5187-01A	54 years, male, white, stage:i, alive, 406 days	1099.6
TCGA-B0-5110-01A	71 years, female, white, stage:i, alive, 2009 days	1098.7
TCGA-BP-5196-01A	54 years, male, white, stage:i, alive, 1018 days	1096.8
TCGA-KL-8339-01A	67 years, male, white, stage:iv, dead, 855 days	1096.1
TCGA-BP-5176-01A	78 years, female, white, stage:i, dead, 1590 days	1095.1
TCGA-CZ-4853-01A	82 years, male, white, stage:i, alive, 774 days	1091.5
TCGA-BP-4345-01A	62 years, male, white, stage:iii, alive, 1516 days	1090.5
TCGA-KO-8403-01A	49 years, male, white, stage:i, alive, 3208 days	1089.8
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	1088.5
TCGA-KN-8434-01A	65 years, female, white, stage:ii, alive, 1797 days	1087.0
TCGA-B0-4834-01A	49 years, male, white, stage:i, dead, 2090 days	1087.0
TCGA-BP-5181-01A	58 years, female, white, stage:i, alive, 1495 days	1086.6
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i, alive, 909 days	1082.9
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii, alive, 256 days	1081.7
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii, alive, 507 days	1080.4
TCGA-BP-4158-01A	69 years, male, white, stage:i, alive, 3377 days	1078.0
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i, alive, 61 days	1077.3
TCGA-BP-5177-01A	46 years, female, white, stage:i, alive, 293 days	1077.2
TCGA-B0-4849-01A	51 years, male, white, stage:iii, dead, 69 days	1075.8
TCGA-CJ-4897-01A	79 years, female, white, stage:iii, alive, 3341 days	1075.8
TCGA-BP-4972-01A	43 years, female, white, stage:iii, alive, 1502 days	1074.0
TCGA-CJ-4903-01A	50 years, male, white, stage:i, alive, 1559 days	1074.0
TCGA-CJ-4871-01A	63 years, male, white, stage:iv, alive, 2423 days	1071.3
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	1070.5
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	1067.4
TCGA-B0-4701-01A	66 years, female, white, stage:iv, dead, 238 days	1064.5
TCGA-A3-3387-01A	49 years, male, white, stage:i, alive, 617 days	1063.2
TCGA-AK-3453-01A	58 years, female, white, stage:ii, alive, 2531 days	1063.2
TCGA-A3-3380-01A	54 years, male, stage:i, alive, 567 days	1061.6
TCGA-EU-5904-01A	47 years, female, white, stage:i, alive, 551 days	1060.3
TCGA-KL-8323-01A	57 years, female, white, stage:iii, dead, 1158 days	1059.3
TCGA-BP-4787-01A	59 years, female, white, stage:iv, dead, 480 days	1058.6
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i, alive, 369 days	1058.3
TCGA-CJ-5689-01A	90 years, male, white, stage:i, dead, 1620 days	1056.9
TCGA-B0-4827-01A	77 years, female, white, stage:iii, dead, 885 days	1054.7
TCGA-BP-4977-01A	57 years, male, white, stage:i, alive, 454 days	1052.4
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i, alive, 150 days	1050.5
TCGA-A3-3317-01A	67 years, male, stage:ii, alive, 1491 days	1049.0
TCGA-CJ-4875-01A	67 years, male, white, stage:iv, dead, 3554 days	1048.9
TCGA-B0-5083-01A	63 years, male, white, stage:i, dead, 1045 days	1036.0
TCGA-CZ-5458-01A	43 years, male, white, stage:iii, alive, 2789 days	1035.2
TCGA-CZ-5457-01A	62 years, male, white, stage:iii, alive, 2754 days	1035.1
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	1034.3
TCGA-CJ-4902-01A	61 years, male, white, stage:iii, alive, 1520 days	1028.7
TCGA-AK-3433-01A	48 years, female, white, stage:ii, alive, 3409 days	1023.5
TCGA-KN-8418-01A	41 years, female, white, stage:ii, alive, 3935 days	1023.0
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	1020.7
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	1018.1
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	1015.8
TCGA-BP-4973-01A	47 years, male, white, stage:iii, alive, 1384 days	1011.1
TCGA-CJ-4908-01A	38 years, male, white, stage:i, alive, 1531 days	1011.1
TCGA-BP-5174-01A	45 years, female, white, stage:i, alive, 2257 days	1009.6
TCGA-B0-5077-01A	77 years, male, white, stage:i, dead, 1317 days	1008.2
TCGA-BP-4964-01A	55 years, female, white, stage:i, alive, 1862 days	1007.4
TCGA-BP-5202-01A	75 years, male, white, stage:iii, alive, 29 days	1006.7
TCGA-EU-5906-01A	55 years, male, white, stage:i, alive, 206 days	1006.6
TCGA-B0-5400-01A	59 years, female, white, stage:iii, alive, 1733 days	1004.0
TCGA-B0-4839-01A	80 years, female, white, stage:i, dead, 1639 days	1003.8
TCGA-CJ-6032-01A	63 years, female, white, stage:ii, alive, 3639 days	1003.6
TCGA-CJ-4895-01A	62 years, male, white, stage:iv, dead, 1200 days	1001.6
TCGA-B0-5700-01A	77 years, male, white, stage:i, alive, 1790 days	1001.4
TCGA-A3-3324-01A	51 years, male, white, stage:i, alive, 1186 days	999.9
TCGA-AK-3445-01A	69 years, male, white, stage:iii, alive, 2392 days	999.1
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	997.4
TCGA-A3-3306-01A	67 years, male, white, stage:i, alive, 1120 days	994.8
TCGA-KN-8426-01A	50 years, male, white, stage:iv, alive, 108 days	991.6
TCGA-BP-5184-01A	54 years, male, white, stage:i, alive, 1133 days	989.4
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i, alive, 689 days	988.0
TCGA-CW-6090-01A	68 years, male, white, stage:i, alive, 2552 days	987.0
TCGA-KN-8429-01A	38 years, female, white, stage:iii, alive, 2650 days	986.0
TCGA-B0-5080-01A	63 years, male, white, stage:iv, dead, 342 days	984.2
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	983.2
TCGA-CZ-4858-01A	39 years, male, white, stage:ii, dead, 2105 days	982.3
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i, alive, 431 days	980.1
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i, dead, 51 days	978.8
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	978.7
TCGA-CZ-5466-01A	67 years, male, stage:iii, alive, 685 days	978.7
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	977.9
TCGA-A3-3331-01A	86 years, female, white, stage:i, alive, 1485 days	977.2
TCGA-A3-3311-01A	58 years, male, stage:i, dead, 1191 days	976.1
TCGA-AK-3461-01A	72 years, male, white, stage:i, alive, 2217 days	975.3
TCGA-BP-5194-01A	39 years, male, white, stage:i, alive, 408 days	975.2
TCGA-CZ-5459-01A	63 years, male, white, stage:iii, alive, 1683 days	974.2
TCGA-BP-4985-01A	72 years, male, white, stage:iii, dead, 952 days	973.0
TCGA-B8-5549-01A	53 years, male, white, stage:i, alive, 194 days	963.5
TCGA-A3-3372-01A	64 years, male, white, stage:iii, alive, 735 days	961.9
TCGA-DV-5566-01A	67 years, female, white, stage:i, alive, 1398 days	961.8
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i, alive, 356 days	961.2
TCGA-B8-4622-01A	57 years, male, white, stage:iv, alive, 1525 days	961.2
TCGA-CJ-4899-01A	42 years, male, asian, stage:i, alive, 1528 days	958.7
TCGA-CJ-5682-01A	60 years, male, white, stage:iv, alive, 3736 days	956.9
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii, alive, 3304 days	951.3
TCGA-CW-5590-01A	51 years, male, white, stage:iv, dead, 1075 days	948.4
TCGA-B0-5121-01A	56 years, male, white, stage:i, alive, 1485 days	945.8
TCGA-B0-5701-01A	65 years, male, white, stage:iii, alive, 2461 days	944.9
TCGA-BP-4789-01A	48 years, male, white, stage:i, alive, 1489 days	944.2
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	944.1
TCGA-AK-3426-01A	37 years, male, white, stage:iii, dead, 885 days	942.3
TCGA-CW-6088-01A	60 years, male, white, stage:i, alive, 3222 days	939.9
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	939.9
TCGA-B0-4848-01A	54 years, male, white, stage:iii, dead, 883 days	939.3
TCGA-B0-5106-01A	64 years, male, white, stage:i, dead, 1598 days	938.9
TCGA-CJ-4878-01A	71 years, female, white, stage:iii, alive, 2186 days	937.0
TCGA-B0-5690-01A	53 years, female, white, stage:i, alive, 3392 days	936.7
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii, alive, 1498 days	936.4
TCGA-B0-4713-01A	76 years, female, white, stage:iii, dead, 202 days	936.0
TCGA-B0-5703-01A	73 years, male, white, stage:i, alive, 2246 days	932.5
TCGA-BP-4986-01A	75 years, male, white, stage:i, alive, 785 days	930.5
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i, dead, 1696 days	928.4
TCGA-A3-3349-01A	34 years, female, white, stage:i, alive, 1385 days	927.2
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	926.9
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii, alive, 1883 days	926.0
TCGA-CW-5581-01A	44 years, male, white, stage:i, alive, 2799 days	924.3
TCGA-CJ-4873-01A	85 years, female, white, stage:iii, alive, 2259 days	923.6
TCGA-KL-8345-01A	75 years, male, white, stage:iii, alive, 1665 days	917.5
TCGA-KN-8428-01A	71 years, male, white, stage:ii, dead, 1590 days	914.6
TCGA-A3-3373-01A	54 years, female, white, stage:i, alive, 1621 days	908.0
TCGA-BP-4991-01A	54 years, male, white, stage:i, alive, 1413 days	907.4
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	902.3
TCGA-BP-4982-01A	42 years, male, white, stage:i, alive, 1014 days	900.9
TCGA-BP-5200-01A	44 years, male, white, stage:ii, alive, 1063 days	897.5
TCGA-BP-4354-01A	41 years, male, white, stage:iv, dead, 1034 days	897.4
TCGA-B0-5104-01A	90 years, female, white, stage:i, dead, 2752 days	894.8
TCGA-KL-8342-01A	45 years, female, white, stage:ii, alive, 2248 days	894.7
TCGA-BP-4776-01A	52 years, male, white, stage:i, alive, 411 days	892.0
TCGA-B0-4817-01A	81 years, male, white, stage:iii, dead, 1019 days	889.9
TCGA-CZ-5465-01A	76 years, female, stage:iii, dead, 2564 days	889.3
TCGA-CJ-4635-01A	48 years, male, white, stage:i, alive, 1416 days	888.8
TCGA-B0-4816-01A	49 years, male, white, stage:ii, dead, 1371 days	888.7
TCGA-CZ-5467-01A	86 years, female, white, stage:iii, dead, 73 days	887.5
TCGA-A3-3335-01A	41 years, male, white, stage:ii, alive, 1886 days	887.3
TCGA-BP-4807-01A	42 years, male, white, stage:i, alive, 211 days	886.7
TCGA-B0-5088-01A	53 years, male, white, stage:i, dead, 563 days	886.7
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i, alive, 495 days	885.4
TCGA-BP-5189-01A	60 years, male, white, stage:i, dead, 822 days	881.3
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	880.6
TCGA-A3-3362-01A	60 years, female, white, stage:i, alive, 1559 days	880.4
TCGA-B0-5402-01A	64 years, male, white, stage:iv, alive, 1290 days	880.0
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	878.6
TCGA-BP-5180-01A	53 years, male, white, stage:i, alive, 2263 days	877.1
TCGA-A3-3320-01A	52 years, female, white, stage:i, alive, 1508 days	876.4
TCGA-A3-3363-01A	50 years, male, asian, stage:ii, alive, 319 days	875.9
TCGA-B8-5165-01A	43 years, male, white, stage:i, alive, 737 days	874.6
TCGA-B0-5117-01A	40 years, male, white, stage:i, alive, 1608 days	874.2
TCGA-KO-8417-01A	30 years, female, white, stage:i, alive, 2815 days	873.7
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	873.5
TCGA-BP-4164-01A	51 years, female, white, stage:iii, dead, 992 days	872.9
TCGA-CJ-4881-01A	41 years, male, white, stage:iii, alive, 2014 days	871.8
TCGA-CW-5589-01A	52 years, male, white, stage:i, alive, 2378 days	871.6
TCGA-A3-3325-01A	52 years, male, white, stage:i, dead, 1170 days	871.6
TCGA-BP-5006-01A	61 years, male, white, stage:i, alive, 840 days	870.2
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i, alive, 788 days	870.2
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	867.9
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i, alive, 3 days	867.5
TCGA-A3-3347-01A	76 years, female, white, stage:iii, dead, 1610 days	866.4
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	865.3
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	864.7
TCGA-B8-4153-01B	74 years, male, white, stage:iii, alive, 762 days	861.9
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	861.6
TCGA-CJ-5680-01A	65 years, female, white, stage:iv, dead, 768 days	860.9
TCGA-B8-5550-01A	71 years, male, white, stage:iii, alive, 1476 days	858.7
TCGA-A3-3367-01A	72 years, male, white, stage:i, alive, 2270 days	857.7
TCGA-BP-4349-01A	68 years, female, white, stage:i, alive, 372 days	857.7
TCGA-B0-4842-01A	74 years, female, white, stage:iii, dead, 1724 days	855.4
TCGA-B0-4706-01A	61 years, male, white, stage:iii, dead, 65 days	854.2
TCGA-B0-4836-01A	61 years, male, white, stage:iv, dead, 1238 days	852.1
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	851.7
TCGA-B4-5838-01A	52 years, male, white, alive, 166 days	849.4
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	849.1
TCGA-KO-8414-01A	50 years, female, white, stage:ii, alive, 3212 days	847.6
TCGA-B4-5843-01A	45 years, male, white, stage:i, alive, 11 days	846.4
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv, dead, 313 days	845.9
TCGA-B0-5107-01A	65 years, female, white, stage:iv, dead, 927 days	844.9
TCGA-KN-8432-01A	86 years, female, white, stage:ii, alive, 76 days	841.5
TCGA-B0-5691-01A	66 years, female, white, stage:i, alive, 3431 days	840.3
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	839.6
TCGA-BP-5195-01A	75 years, male, white, stage:i, alive, 749 days	837.2
TCGA-BP-5191-01A	80 years, male, white, stage:iii, alive, 967 days	836.5
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	833.8
TCGA-CZ-4859-01A	59 years, female, white, stage:i, alive, 1787 days	831.7
TCGA-CJ-4885-01A	64 years, male, white, stage:iv, alive, 3451 days	831.2
TCGA-B8-5158-01A	56 years, male, white, stage:iii, alive, 1218 days	830.8
TCGA-B0-5696-01A	70 years, male, white, stage:iii, alive, 2609 days	829.5
TCGA-B0-5120-01A	72 years, female, white, stage:i, alive, 1169 days	829.1
TCGA-BP-4971-01A	40 years, male, white, stage:iii, alive, 1487 days	827.0
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	825.5
TCGA-B0-4814-01A	58 years, male, white, stage:iv, dead, 168 days	822.7
TCGA-CJ-5671-01A	51 years, male, white, stage:i, alive, 3987 days	820.4
TCGA-CJ-4905-01A	62 years, female, white, stage:i, alive, 1496 days	819.7
TCGA-CJ-6033-01A	54 years, female, white, stage:iv, dead, 224 days	819.6
TCGA-B0-4828-01A	79 years, male, white, stage:iv, dead, 307 days	817.7
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	816.2
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	813.8
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	813.3
TCGA-BP-4774-01A	57 years, female, white, stage:i, alive, 1885 days	811.5
TCGA-B0-5695-01A	61 years, female, white, stage:i, alive, 2150 days	811.3
TCGA-B0-4844-01A	60 years, male, white, stage:iv, dead, 313 days	811.0
TCGA-B0-5109-01A	69 years, male, white, stage:iii, dead, 587 days	810.8
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i, alive, 700 days	810.0
TCGA-KL-8328-01A	60 years, male, white, stage:ii, alive, 3127 days	809.6
TCGA-DV-5568-01A	26 years, male, white, stage:i, alive, 370 days	808.3
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	807.4
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	806.9
TCGA-CJ-5683-01A	78 years, male, white, stage:i, alive, 1889 days	806.2
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	803.6
TCGA-CZ-5461-01A	52 years, male, white, stage:iv, dead, 330 days	800.0
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i, alive, 3 days	799.9
TCGA-BP-4999-01A	56 years, male, white, stage:i, alive, 1266 days	799.7
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	796.4
TCGA-BP-4355-01A	59 years, female, white, stage:iii, dead, 953 days	791.7
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	790.8
TCGA-AS-3778-01A	35 years, male, white, stage:i, alive, 43 days	789.8
TCGA-B0-5693-01A	47 years, female, white, stage:i, alive, 4074 days	789.5
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	785.0
TCGA-DV-5565-01A	59 years, male, white, stage:i, alive, 1329 days	785.0
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	784.9
TCGA-BP-4784-01A	67 years, female, white, stage:i, alive, 1854 days	784.8
TCGA-BP-4332-01A	36 years, male, white, stage:iii, alive, 1133 days	783.4
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	782.9
TCGA-BP-5190-01A	61 years, male, white, stage:i, alive, 1011 days	781.5
TCGA-BP-4327-01A	75 years, female, white, stage:ii, dead, 109 days	780.8
TCGA-CJ-4907-01A	58 years, male, white, stage:iii, alive, 1499 days	780.5
TCGA-BP-4340-01A	70 years, female, white, stage:i, dead, 562 days	778.4
TCGA-BP-4759-01A	50 years, male, white, stage:i, alive, 2372 days	777.2
TCGA-CW-6093-01A	73 years, male, white, stage:i, alive, 3146 days	775.9
TCGA-BP-4163-01A	60 years, female, white, stage:iii, alive, 2839 days	775.8
TCGA-B0-5102-01A	74 years, female, white, stage:i, dead, 2764 days	772.3
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	769.9
TCGA-CZ-5984-01A	51 years, male, white, stage:i, alive, 2067 days	767.4
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	766.8
TCGA-BP-4961-01A	47 years, male, white, stage:i, alive, 1935 days	765.3
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	764.0
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	763.4
TCGA-BP-4338-01A	43 years, male, white, stage:i, alive, 2859 days	762.9
TCGA-CW-5583-01A	51 years, female, white, stage:i, alive, 2489 days	757.1
TCGA-CZ-5986-01A	61 years, male, white, stage:i, alive, 373 days	757.1
TCGA-BP-4963-01A	64 years, male, white, stage:i, alive, 1834 days	757.0
TCGA-BP-4765-01A	43 years, male, white, stage:i, alive, 2184 days	757.0
TCGA-KO-8416-01A	41 years, male, white, stage:iii, alive, 2752 days	752.5
TCGA-KL-8335-01A	68 years, male, white, stage:iii, alive, 2815 days	752.4
TCGA-BP-4974-01A	58 years, male, white, stage:iv, dead, 211 days	751.2
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	750.3
TCGA-BP-5000-01A	40 years, male, white, stage:i, alive, 563 days	749.2
TCGA-BP-4775-01A	55 years, female, white, stage:i, alive, 1843 days	748.4
TCGA-B0-5097-01A	59 years, female, white, stage:iii, alive, 665 days	745.9
TCGA-B0-5095-01A	81 years, male, white, stage:iii, dead, 245 days	745.3
TCGA-CW-5588-01A	78 years, female, white, stage:i, alive, 2017 days	744.1
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	742.7
TCGA-KM-8438-01A	45 years, female, white, stage:ii, alive, 4622 days	740.7
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	738.8
TCGA-CJ-4918-01A	64 years, male, white, stage:iv, dead, 93 days	737.5
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	736.6
TCGA-B4-5378-01A	62 years, male, white, stage:i, alive, 175 days	735.3
TCGA-B4-5835-01A	64 years, female, white, stage:i, alive, 16 days	734.2
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv, dead, 1626 days	733.0
TCGA-CW-5580-01A	73 years, female, white, stage:iv, dead, 1964 days	730.3
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	730.2
TCGA-A3-3308-01A	77 years, female, white, stage:iii, alive, 16 days	729.5
TCGA-BP-4795-01A	74 years, female, white, stage:i, alive, 620 days	728.7
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	728.3
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	728.1
TCGA-CJ-4634-01A	60 years, female, white, stage:i, alive, 3498 days	723.6
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	723.4
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	722.5
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	721.9
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	720.9
TCGA-BP-5192-01A	59 years, male, white, stage:i, alive, 714 days	720.3
TCGA-CJ-5676-01A	47 years, male, white, stage:iii, alive, 4067 days	718.3
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i, alive, 1018 days	717.6
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	716.1
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	715.8
TCGA-KO-8407-01A	42 years, male, white, stage:ii, alive, 2820 days	715.4
TCGA-BP-5178-01A	71 years, male, white, stage:iv, dead, 1912 days	714.9
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	713.5
TCGA-CJ-4891-01A	57 years, female, white, stage:iii, dead, 819 days	713.1
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	709.3
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	707.3
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	706.5
TCGA-A3-3323-01A	53 years, male, white, stage:i, alive, 1106 days	705.9
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	705.4
TCGA-BP-4766-01A	43 years, female, white, stage:i, alive, 1462 days	703.3
TCGA-KO-8406-01A	17 years, female, white, stage:i, alive, 3145 days	701.0
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	699.2
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	699.0
TCGA-KL-8326-01A	69 years, male, white, stage:iii, alive, 3322 days	695.9
TCGA-BP-5009-01A	52 years, male, white, stage:i, dead, 1092 days	695.9
TCGA-BP-4177-01A	65 years, male, white, stage:i, alive, 1670 days	694.3
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	694.2
TCGA-KL-8324-01A	67 years, female, white, stage:ii, alive, 4676 days	692.4
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	692.2
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	691.4
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	691.0
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	690.5
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	689.7
TCGA-B8-4620-01A	70 years, female, white, stage:iii, alive, 777 days	688.9
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	687.4
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	684.0
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	683.6
TCGA-BP-4975-01A	40 years, male, white, stage:i, alive, 1433 days	683.4
TCGA-B0-4718-01A	57 years, male, white, stage:iii, alive, 1778 days	682.7
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	682.0
TCGA-CJ-4638-01A	46 years, female, white, stage:iv, dead, 431 days	681.0
TCGA-CW-5584-01A	74 years, male, white, stage:iii, dead, 164 days	680.0
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	679.2
TCGA-BP-5170-01A	55 years, male, white, stage:i, alive, 2412 days	678.6
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	678.2
TCGA-CZ-5982-01A	59 years, female, white, stage:i, alive, 2439 days	676.7
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	675.6
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	674.7
TCGA-CJ-4920-01A	64 years, female, white, stage:i, dead, 139 days	674.2
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	674.1
TCGA-CW-5585-01A	51 years, male, white, stage:iv, alive, 2609 days	672.2
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	667.1
TCGA-BP-4769-01A	63 years, male, white, stage:i, alive, 1876 days	665.8
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	663.3
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii, alive, 607 days	662.8
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	662.3
TCGA-A3-3316-01A	57 years, male, white, stage:ii, alive, 1493 days	660.6
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	659.4
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	658.1
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	657.5
TCGA-KN-8435-01A	59 years, male, white, stage:ii, alive, 3498 days	657.5
TCGA-B0-4845-01A	70 years, male, white, stage:iv, dead, 1986 days	656.4
TCGA-BP-4969-01A	63 years, female, white, stage:i, alive, 1794 days	654.1
TCGA-CZ-4860-01A	60 years, male, white, stage:iv, dead, 206 days	652.8
TCGA-B0-4696-01A	58 years, male, white, stage:iii, dead, 866 days	652.6
TCGA-BP-4781-01A	78 years, male, white, stage:i, alive, 2080 days	652.0
TCGA-BP-5198-01A	72 years, male, white, stage:iii, alive, 603 days	650.3
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	649.2
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	646.5
TCGA-BP-4337-01A	76 years, female, white, stage:iii, dead, 2 days	646.5
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	643.8
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	640.7
TCGA-BP-4770-01A	73 years, female, white, stage:iv, dead, 329 days	640.2
TCGA-BP-5004-01A	53 years, male, white, stage:i, alive, 1126 days	640.1
TCGA-KO-8410-01A	74 years, female, white, stage:i, alive, 3136 days	638.8
TCGA-AK-3436-01A	40 years, male, white, stage:iv, alive, 3331 days	638.8
TCGA-A3-3382-01A	69 years, male, white, stage:i, alive, 574 days	637.5
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	637.0
TCGA-CJ-5679-01A	73 years, male, white, stage:iii, dead, 679 days	634.1
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	633.6
TCGA-A3-3319-01A	70 years, male, white, stage:i, alive, 1130 days	632.9
TCGA-BP-4976-01A	77 years, male, white, stage:i, alive, 1632 days	627.5
TCGA-CZ-5456-01A	57 years, male, white, stage:ii, alive, 2422 days	625.6
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	619.5
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	617.4
TCGA-B0-4843-01A	57 years, male, white, stage:iii, dead, 320 days	616.8
TCGA-BP-4981-01A	75 years, female, white, stage:iii, dead, 1097 days	615.1
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	613.8
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	611.0
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	606.9
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i, alive, 2361 days	606.8
TCGA-BP-4768-01A	72 years, female, white, stage:i, alive, 400 days	604.5
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	604.3
TCGA-EU-5905-01A	67 years, female, white, stage:i, alive, 119 days	602.6
TCGA-KM-8442-01A	38 years, male, stage:ii, alive, 1437 days	601.5
TCGA-B0-4710-01A	75 years, female, white, stage:iii, alive, 1755 days	600.1
TCGA-BP-4351-01A	51 years, female, white, stage:iii, alive, 970 days	598.8
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	598.6
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	594.9
TCGA-CJ-5677-01A	54 years, female, white, stage:iv, dead, 782 days	594.8
TCGA-B0-4712-01A	76 years, male, white, stage:iv, dead, 1337 days	594.0
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	593.4
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	592.7
TCGA-BP-4803-01A	79 years, male, white, stage:iii, alive, 204 days	591.3
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	591.3
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	590.6
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	590.5
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	587.9
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	586.0
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	585.1
TCGA-KN-8433-01A	46 years, female, white, stage:iii, alive, 341 days	584.6
TCGA-KL-8338-01A	51 years, male, white, stage:iii, alive, 2633 days	583.9
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	583.1
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	580.3
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	580.2
TCGA-BP-4341-01A	67 years, male, white, stage:iii, dead, 1589 days	576.5
TCGA-CZ-5453-01A	67 years, male, white, stage:ii, dead, 2419 days	574.1
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii, alive, 1364 days	573.7
TCGA-A3-3385-01A	46 years, female, white, stage:i, alive, 1993 days	573.1
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	571.7
TCGA-KM-8441-01A	61 years, female, white, stage:i, alive, 876 days	571.7
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	565.6
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii, alive, 1366 days	565.1
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	564.0
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	560.9
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	559.4
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	557.8
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	557.6
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	557.5
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	556.8
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	555.6
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	554.7
TCGA-B0-5707-01A	39 years, female, white, stage:i, alive, 3744 days	551.6
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	551.1
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	551.0
TCGA-BP-4967-01A	76 years, male, white, stage:iii, alive, 205 days	550.4
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	549.6
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i, alive, 519 days	547.9
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii, alive, 1143 days	547.5
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	546.0
TCGA-BP-4756-01A	63 years, female, asian, stage:i, alive, 374 days	544.4
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	542.5
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	539.0
TCGA-KN-8421-01A	48 years, female, white, stage:ii, alive, 2674 days	532.7
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	530.6
TCGA-KO-8408-01A	47 years, male, white, stage:iii, dead, 507 days	529.2
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	529.1
TCGA-BP-4342-01A	79 years, male, white, stage:ii, dead, 2256 days	528.8
TCGA-BP-4334-01A	56 years, male, white, stage:iii, dead, 645 days	528.8
TCGA-CZ-4854-01A	68 years, male, white, stage:i, dead, 1404 days	528.0
TCGA-B0-5694-01A	71 years, male, white, stage:iii, dead, 480 days	527.8
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i, alive, 362 days	527.6
TCGA-B0-4813-01A	68 years, male, white, stage:iii, dead, 18 days	527.3
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	527.3
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i, dead, 1584 days	526.0
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	523.2
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	522.8
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	522.0
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	517.7
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	517.6
TCGA-KM-8639-01A	67 years, male, white, stage:i, alive, 953 days	516.9
TCGA-B2-5636-01A	79 years, male, white, stage:i, alive, 919 days	516.9
TCGA-A3-3322-01A	51 years, male, white, stage:i, alive, 1478 days	515.9
TCGA-BP-4326-01A	53 years, female, white, stage:i, dead, 1625 days	513.3
TCGA-CW-5591-01A	56 years, male, white, stage:iv, alive, 2271 days	513.0
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	512.7
TCGA-KN-8436-01A	63 years, male, white, stage:ii, alive, 1288 days	512.3
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	509.0
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	508.9
TCGA-KN-8431-01A	35 years, female, stage:ii, alive, 588 days	508.4
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii, dead, 1913 days	508.0
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	503.2
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i, dead, 1091 days	502.6
TCGA-BP-5001-01A	43 years, female, white, stage:i, alive, 1177 days	502.2
TCGA-CJ-5681-01A	44 years, female, white, stage:iv, dead, 552 days	498.6
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i, alive, 365 days	498.2
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	498.1
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	497.8
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	494.7
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	493.5
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	493.2
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i, alive, 505 days	487.1
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	486.9
TCGA-B0-5099-01A	88 years, female, white, stage:iii, dead, 485 days	484.9
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	483.0
TCGA-B0-4841-01A	63 years, male, white, stage:iv, dead, 204 days	480.3
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	477.9
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	476.1
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	474.9
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	472.2
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv, dead, 242 days	472.2
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	472.0
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	471.1
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	470.1
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	469.6
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	469.2
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	468.9
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	465.5
TCGA-B0-5116-01A	53 years, male, white, stage:iii, alive, 1274 days	465.4
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	463.9
TCGA-BP-4960-01A	46 years, male, white, stage:ii, alive, 2172 days	462.3
TCGA-CZ-4857-01A	56 years, male, white, stage:iv, dead, 1432 days	459.7
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	459.3
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	459.1
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	457.8
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i, dead, 727 days	457.7
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	456.8
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	456.0
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	455.6
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	455.4
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	454.6
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	453.3
TCGA-B2-5633-01B	56 years, male, white, stage:i, alive, 963 days	451.3
TCGA-BP-4761-01A	57 years, male, white, stage:iii, alive, 182 days	448.1
TCGA-KN-8423-01A	44 years, male, white, stage:i, alive, 788 days	447.1
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	444.1
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	444.1
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	443.8
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	440.7
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	440.6
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	438.9
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	438.9
TCGA-BP-5185-01A	56 years, male, white, stage:i, alive, 1132 days	436.3
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	434.6
TCGA-B0-5094-01A	62 years, male, white, stage:iv, dead, 333 days	433.3
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	432.4
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i, alive, 2004 days	432.3
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	430.8
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	429.3
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	424.6
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	424.5
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	423.7
TCGA-B0-4822-01A	78 years, male, white, stage:ii, dead, 1111 days	422.7
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	422.5
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i, alive, 469 days	421.9
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	421.4
TCGA-B0-5084-01A	33 years, male, white, stage:iv, dead, 222 days	420.6
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	416.3
TCGA-B0-5085-01A	76 years, female, white, stage:iii, dead, 770 days	416.2
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	414.0
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	411.4
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	411.3
TCGA-BP-5175-01A	60 years, male, white, stage:i, alive, 932 days	410.6
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	410.3
TCGA-KL-8341-01A	41 years, male, asian, stage:iv, dead, 754 days	409.3
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	408.5
TCGA-B0-4707-01A	63 years, male, white, stage:iii, dead, 600 days	406.8
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	403.8
TCGA-KO-8404-01A	78 years, male, white, stage:iv, dead, 325 days	403.7
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	402.5
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	400.7
TCGA-CZ-5469-01A	41 years, male, white, stage:ii, dead, 946 days	396.9
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	396.7
TCGA-KM-8476-01A	47 years, male, white, stage:i, alive, 3745 days	396.1
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	392.3
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	391.5
TCGA-AK-3454-01A	84 years, male, white, stage:i, alive, 874 days	391.1
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	390.8
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	390.5
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	385.6
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	380.0
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	379.9
TCGA-BP-5169-01A	70 years, male, white, stage:i, alive, 193 days	379.2
TCGA-B0-4821-01A	68 years, female, asian, stage:iii, dead, 1230 days	377.4
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	376.7
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	375.4
TCGA-B0-4688-01A	46 years, male, white, stage:iv, dead, 101 days	372.8
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	371.8
TCGA-KM-8439-01A	30 years, male, white, stage:i, alive, 708 days	371.6
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	370.2
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i, dead, 735 days	369.6
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	369.4
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	368.2
TCGA-B0-4811-01A	48 years, male, white, stage:iii, dead, 1417 days	367.4
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	361.9
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	361.2
TCGA-BP-5010-01A	63 years, male, white, stage:iii, dead, 878 days	360.3
TCGA-KM-8443-01A	58 years, male, white, stage:ii, alive, 1520 days	360.0
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	359.9
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	359.4
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	355.6
TCGA-KN-8437-01A	42 years, female, white, stage:i, alive, 3068 days	354.4
TCGA-B0-4837-01A	63 years, male, white, stage:i, dead, 1378 days	352.5
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	352.3
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	351.1
TCGA-KO-8409-01A	69 years, male, white, stage:ii, alive, 3180 days	346.0
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	342.4
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	341.4
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	337.7
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	336.8
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	335.0
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	333.6
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	331.1
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	330.0
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	329.5
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	328.3
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	328.1
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	322.7
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	310.9
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	309.9
TCGA-CJ-4912-01A	61 years, male, white, stage:ii, alive, 1657 days	309.7
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	309.4
TCGA-BP-4992-01A	66 years, male, white, stage:i, alive, 501 days	308.8
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	303.7
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	302.0
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	296.6
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	296.6
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	295.5
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	291.0
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	288.1
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	284.1
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	281.5
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	274.7
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	273.5
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	271.1
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	263.8
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	263.6
TCGA-KN-8427-01A	54 years, male, white, stage:iv, alive, 30 days	258.2
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	254.3
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	249.5
TCGA-KL-8346-01A	62 years, male, white, stage:ii, alive, 1897 days	243.6
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	239.3
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	237.8
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	232.6
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	226.7
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	220.8
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i, alive, 2133 days	217.1
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	211.7
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	209.5
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	204.4
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	203.1
TCGA-KL-8327-01A	46 years, female, white, stage:i, alive, 4169 days	203.0
TCGA-CJ-4642-01B	47 years, male, white, stage:ii, alive, 3205 days	192.2
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	184.2
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	175.6
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	172.9
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	170.9
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	170.3
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	164.0
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	157.4
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	156.6
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	146.8
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	144.2
TCGA-B0-5702-01A	71 years, male, white, stage:i, alive, 2172 days	141.7
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	138.0
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	132.8
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	127.2
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	124.1
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	117.1
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	101.2
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	100.2
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	97.2
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	92.8
TCGA-BP-4352-01A	74 years, female, white, stage:iv, dead, 344 days	52.4
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RENAL 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 HPA006361	Antibody CAB002572
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