Expression of LAMB2 in renal cancer - The Human Protein Atlas

KIDNEY CHROMOPHOBE (TCGA) - 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

LAMB2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 31.52

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 TPM

45.5

Number of samples

Samples

Sample	Description	TPM
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	145.8
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	132.6
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	119.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	99.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	93.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	79.9
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	76.6
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	72.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	72.2
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	71.7
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	69.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	69.5
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	69.1
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	66.8
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	65.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	64.9
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	63.4
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	63.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	61.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	58.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	57.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	55.6
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	55.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	55.1
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	52.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	48.6
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	46.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	43.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	42.4
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	41.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	39.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	35.8
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	35.0
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	34.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	33.4
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	33.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	32.6
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	31.7
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	31.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	30.7
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	30.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	28.8
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	27.4
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	27.1
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	25.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	25.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	23.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	23.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	23.0
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	22.1
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	21.5
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	20.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	20.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	19.4
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	19.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	17.9
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	17.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	16.9
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	12.9
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	10.9
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	9.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	8.5
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	8.2
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	6.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

LAMB2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 38.84

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 TPM

69.0

Number of samples

521

Samples

Sample	Description	TPM
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	413.1
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	331.5
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	320.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	281.7
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	275.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	272.8
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	234.3
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	215.3
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	214.2
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	210.4
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	208.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	196.6
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	184.4
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	183.7
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	180.8
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	179.0
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	178.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	173.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	172.7
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	167.8
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	166.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	165.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	165.2
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	164.9
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	162.4
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	161.1
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	158.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	156.7
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	152.2
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	149.6
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	149.1
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	144.7
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	143.4
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	143.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	141.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	138.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	137.5
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	137.3
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	135.6
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	135.4
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	133.1
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	131.5
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	130.3
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	128.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	127.2
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	126.8
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	126.7
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	126.6
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	125.4
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	125.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	124.7
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	123.4
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	122.8
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	122.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	122.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	122.0
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	120.7
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	120.7
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	119.8
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	119.2
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	118.1
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	117.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	116.9
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	116.9
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	116.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	115.9
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	115.9
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	115.5
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	114.9
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	114.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	114.0
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	112.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	112.4
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	112.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	111.3
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	111.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	111.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	111.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	110.6
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	110.2
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	108.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	108.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	108.1
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	108.1
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	107.7
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	107.6
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	107.4
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	106.5
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	106.0
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	105.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	103.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	103.6
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	103.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	102.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	102.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	102.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	102.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	101.7
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	101.0
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	101.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	100.7
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	100.3
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	100.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	99.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	99.1
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	98.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	98.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	97.7
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	97.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	96.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	95.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	95.6
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	95.5
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	95.4
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	95.3
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	95.3
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	94.5
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	93.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	93.2
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	92.6
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	92.5
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	92.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	92.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	92.1
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	92.1
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	91.9
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	91.0
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	90.7
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	88.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	88.6
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	87.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	87.5
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	87.3
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	87.1
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	86.8
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	86.5
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	86.4
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	86.2
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	86.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	85.8
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	85.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	85.3
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	84.8
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	84.2
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	84.2
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	83.3
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	82.8
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	82.7
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	82.4
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	82.4
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	82.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	82.1
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	81.5
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	81.2
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	81.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	80.6
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	80.2
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	80.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	80.1
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	80.1
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	80.0
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	79.8
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	79.6
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	79.3
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	79.2
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	79.2
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	79.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	78.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	78.8
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	78.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	78.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	78.4
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	78.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	78.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	77.4
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	77.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	76.5
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	76.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	76.2
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	76.2
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	75.6
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	75.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	75.5
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	75.4
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	74.8
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	74.8
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	74.7
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	74.4
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	73.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	73.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	73.1
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	73.0
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	72.9
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	72.7
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	72.7
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	72.5
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	72.3
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	72.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	72.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	71.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	71.5
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	70.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	70.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	70.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	69.6
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	69.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	69.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	69.6
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	69.5
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	69.2
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	69.0
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	68.9
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	68.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	68.4
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	68.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	68.2
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	67.9
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	67.9
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	67.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	67.7
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	67.7
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	67.5
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	67.5
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	67.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	67.4
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	67.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	67.1
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	66.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	66.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	66.1
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	65.6
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	65.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	65.4
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	64.5
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	64.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	64.2
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	64.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	63.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	63.6
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	63.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	63.1
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	62.6
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	62.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	62.5
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	62.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	62.2
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	61.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	61.9
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	61.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	61.4
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	61.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	61.2
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	60.9
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	60.8
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	60.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	60.7
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	60.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	60.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	60.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	60.1
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	59.8
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	59.8
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	59.4
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	59.1
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	59.0
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	58.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	58.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	58.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	57.7
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	57.6
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	57.5
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	57.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	57.1
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	57.0
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	56.7
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	56.6
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	56.4
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	56.3
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	56.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	56.2
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	56.0
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	55.9
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	55.7
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	55.7
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	55.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	55.5
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	55.4
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	55.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	54.9
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	54.8
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	54.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	54.6
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	54.3
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	54.3
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	54.0
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	53.9
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	53.2
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	52.8
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	52.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	52.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	52.4
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	52.4
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	52.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	52.1
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	52.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	51.9
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	51.9
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	50.9
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	50.8
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	50.6
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	50.2
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	50.1
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	50.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	50.1
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	50.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	49.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	49.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	49.7
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	49.3
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	49.3
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	49.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	48.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	48.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	48.1
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	48.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	48.0
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	48.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	47.4
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	47.0
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	47.0
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	46.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	46.5
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	46.5
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	46.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	46.4
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	46.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	45.8
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	45.6
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	45.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	45.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	44.6
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	44.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	44.2
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	43.5
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	43.5
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	43.3
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	43.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	43.1
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	42.9
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	42.5
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	42.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	42.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	42.2
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	42.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	42.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	41.9
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	41.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	41.3
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	41.1
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	41.1
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	40.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	40.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	40.6
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	40.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	40.5
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	40.2
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	40.0
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	39.9
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	39.3
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	38.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	38.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	38.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	38.6
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	38.5
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	38.5
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	38.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	38.1
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	37.8
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	37.8
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	37.8
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	36.9
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	36.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	36.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	36.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	36.4
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	36.3
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	36.0
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	36.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	36.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	35.8
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	35.7
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	35.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	35.5
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	35.2
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	35.0
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	34.9
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	34.7
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	34.6
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	34.6
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	34.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	34.5
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	34.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	34.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	34.3
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	34.3
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	34.0
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	33.5
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	33.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	33.3
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	33.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	33.1
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	33.1
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	32.9
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	32.8
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	32.6
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	32.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	32.1
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	31.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	31.5
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	31.3
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	31.0
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	30.9
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	30.9
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	30.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	30.7
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	30.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	30.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	30.6
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	30.6
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	30.5
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	30.2
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	30.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	29.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	28.8
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	28.4
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	28.4
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	28.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	27.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	26.9
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	26.9
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	26.7
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	26.4
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	26.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	26.2
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	26.0
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	25.9
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	25.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	25.7
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	25.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	25.6
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	25.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	25.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	25.2
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	25.0
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	24.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	24.0
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	23.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	23.5
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	23.4
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	23.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	22.5
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	22.1
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	21.6
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	21.5
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	21.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	21.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	21.3
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	21.3
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	21.1
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	21.0
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	20.8
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	19.9
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	19.6
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	19.6
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	19.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	19.6
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	19.4
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	19.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	18.7
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	18.5
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	18.0
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	17.7
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	17.6
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	17.1
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	16.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	16.6
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	16.0
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	15.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	15.7
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	15.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	14.8
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	14.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	14.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	13.6
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	13.3
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	13.0
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	12.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	12.3
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	12.0
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	12.0
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	11.4
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	10.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	9.8
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	9.8
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	8.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	8.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	8.7
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	8.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	8.3
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	8.1
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	8.1
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	8.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	6.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	6.2
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	6.1
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	4.8
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	4.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	3.6
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	3.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	3.3
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

LAMB2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 58.42

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 TPM

69.3

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	174.9
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	171.9
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	140.8
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	140.2
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	138.0
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	137.6
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	123.4
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	122.6
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	122.1
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	119.2
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	114.0
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	109.9
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	109.1
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	106.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	104.3
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	102.7
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	101.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	100.4
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	100.3
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	99.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	94.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	92.9
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	92.1
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	91.0
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	90.9
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	90.7
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	88.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	87.6
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	86.4
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	82.5
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	81.5
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	80.5
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	79.4
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	76.2
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	75.5
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	75.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	74.4
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	73.6
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	72.7
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	72.4
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	71.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	71.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	71.1
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	70.5
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	70.4
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	67.3
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	67.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	65.1
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	64.2
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	63.3
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	63.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	63.1
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	63.0
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	62.0
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	61.8
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	61.8
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	61.7
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	58.7
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	58.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	58.5
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	58.3
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	57.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	57.6
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	57.5
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	57.0
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	56.3
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	56.0
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	55.4
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	53.5
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	49.5
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	48.9
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	48.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	47.7
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	47.7
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	47.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	44.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	42.5
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	40.8
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	39.6
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	38.5
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	37.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	37.5
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	36.6
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	35.1
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	33.7
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	33.5
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	33.3
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	31.8
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	31.7
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	28.1
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	27.2
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	26.2
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	25.9
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	21.3
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	20.4
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	18.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	16.0
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	14.8
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	14.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	11.4
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

LAMB2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 28.38

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 TPM

44.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	272.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	183.7
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	155.8
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	139.4
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	132.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	124.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	120.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	119.8
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	115.1
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	114.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	114.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	113.8
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	107.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	105.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	105.2
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	105.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	104.9
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	100.5
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	99.8
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	97.8
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	97.3
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	96.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	96.0
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	95.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	94.1
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	94.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	90.5
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	89.5
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	89.2
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	88.6
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	87.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	86.3
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	86.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	85.6
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	85.1
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	83.8
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	83.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	83.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	79.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	79.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	79.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	78.5
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	78.1
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	77.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	77.7
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	77.5
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	77.5
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	74.1
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	73.9
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	73.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	72.2
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	71.5
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	71.3
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	71.1
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	70.6
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	70.0
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	69.0
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	68.8
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	68.5
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	68.4
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	67.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	67.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	66.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	66.5
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	66.4
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	65.5
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	65.5
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	62.9
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	62.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	61.4
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	61.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	61.1
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	59.7
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	59.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	59.5
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	58.9
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	57.7
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	57.3
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	56.3
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	55.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	55.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	54.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	54.5
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	54.0
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	53.1
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	52.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	52.7
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	52.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	51.6
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	51.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	50.8
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	50.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	50.5
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	50.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	50.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	50.2
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	49.3
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	48.7
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	48.2
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	48.1
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	48.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	47.7
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	47.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	47.0
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	46.9
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	46.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	45.6
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	45.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	45.0
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	44.8
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	44.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	44.5
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	44.2
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	43.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	43.1
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	43.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	43.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	42.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	42.8
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	42.8
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	42.6
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	42.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	42.2
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	42.2
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	42.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	41.5
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	41.3
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	40.9
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	40.8
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	40.7
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	39.7
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	39.7
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	39.4
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	38.8
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	38.7
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	38.7
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	38.5
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	38.3
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	38.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	37.9
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	37.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	36.7
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	36.7
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	36.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	35.6
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	35.5
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	35.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	35.5
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	35.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	35.1
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	35.0
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	34.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	34.4
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	34.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	34.2
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	34.1
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	33.8
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	33.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	33.4
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	33.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	32.5
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	32.5
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	32.2
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	32.1
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	31.9
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	31.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	31.8
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	31.5
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	31.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	30.9
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	30.8
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	30.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	30.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	28.8
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	28.8
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	28.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	28.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	28.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	28.2
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	27.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	27.6
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	27.3
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	27.1
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	26.9
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	26.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	26.7
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	25.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	25.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	25.2
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	25.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	25.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	24.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	24.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	24.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	24.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	23.9
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	23.5
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	23.3
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	23.2
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	23.1
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	23.1
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	23.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	23.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	22.5
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	22.4
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	22.0
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	21.9
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	21.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	21.8
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	21.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	21.7
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	21.6
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	21.5
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	21.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	21.4
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	20.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	19.6
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	19.5
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	19.4
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	19.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	19.4
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	19.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	18.4
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	18.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	18.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	17.9
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	17.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	17.6
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	16.8
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	16.8
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	16.6
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	16.4
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	16.2
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	16.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	16.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	15.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	15.8
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	15.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	14.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	14.4
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	14.3
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	14.0
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	14.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	12.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	12.7
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	12.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	12.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	12.5
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	12.3
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	11.5
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	11.5
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	11.5
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	10.7
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	10.4
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	10.2
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	9.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	9.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	8.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	7.3
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	7.1
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	6.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	6.5
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	6.4
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	6.3
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	6.3
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	5.9
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	5.9
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	5.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	4.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	4.6
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	4.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.8
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	3.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	3.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	3.0
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	3.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	2.9
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	2.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	2.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	2.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	2.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	1.6
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0077490003	Tumor	1.5
CPT0012370003	Tumor	1.5
CPT0011240003	Tumor	1.4
CPT0009000003	Tumor	1.2
CPT0078830003	Tumor	1.0
CPT0088760003	Tumor	1.0
CPT0012080003	Tumor	1.0
CPT0069000003	Tumor	1.0
CPT0071150004	Tumor	1.0
CPT0088900003	Tumor	1.0
CPT0014370004	Tumor	0.9
CPT0006440003	Tumor	0.9
CPT0000640003	Tumor	0.9
CPT0077110003	Tumor	0.9
CPT0088630003	Tumor	0.8
CPT0000870016	Tumor	0.8
CPT0025880003	Tumor	0.8
CPT0026410003	Tumor	0.8
CPT0065870003	Tumor	0.8
CPT0085670003	Tumor	0.8
CPT0075720003	Tumor	0.8
CPT0000780007	Tumor	0.8
CPT0086870003	Tumor	0.8
CPT0079480003	Tumor	0.7
CPT0010160003	Tumor	0.7
CPT0092190003	Normal	0.7
CPT0025350003	Tumor	0.7
CPT0079270003	Tumor	0.7
CPT0001220008	Tumor	0.7
CPT0011410003	Tumor	0.6
CPT0079230003	Tumor	0.6
CPT0017410003	Tumor	0.6
CPT0025230003	Tumor	0.6
CPT0066480003	Tumor	0.6
CPT0015910003	Tumor	0.6
CPT0001540009	Tumor	0.6
CPT0025580004	Tumor	0.5
CPT0086950003	Tumor	0.5
CPT0078990003	Tumor	0.5
CPT0081600003	Tumor	0.5
CPT0006630003	Tumor	0.5
CPT0019130003	Tumor	0.5
CPT0077320001	Normal	0.4
CPT0012900004	Tumor	0.4
CPT0063320003	Tumor	0.4
CPT0066470004	Tumor	0.4
CPT0065810003	Tumor	0.4
CPT0088480003	Tumor	0.4
CPT0010120001	Normal	0.3
CPT0077310003	Tumor	0.3
CPT0006900003	Tumor	0.3
CPT0092160003	Tumor	0.3
CPT0001180009	Tumor	0.3
CPT0002350011	Tumor	0.3
CPT0024670003	Tumor	0.3
CPT0078930003	Tumor	0.3
CPT0019990003	Tumor	0.3
CPT0092730003	Tumor	0.3
CPT0089020003	Tumor	0.3
CPT0084560003	Tumor	0.2
CPT0087040003	Tumor	0.2
CPT0079510001	Normal	0.2
CPT0007320003	Tumor	0.2
CPT0081990003	Tumor	0.2
CPT0009060003	Tumor	0.2
CPT0015810003	Tumor	0.2
CPT0001260009	Tumor	0.2
CPT0025110003	Tumor	0.2
CPT0079380003	Tumor	0.2
CPT0012670003	Tumor	0.2
CPT0092290003	Tumor	0.2
CPT0065690003	Tumor	0.2
CPT0012640003	Normal	0.2
CPT0021240003	Tumor	0.2
CPT0012550003	Tumor	0.2
CPT0092790003	Tumor	0.1
CPT0086820003	Tumor	0.1
CPT0089460004	Tumor	0.1
CPT0088690003	Tumor	0.1
CPT0079300001	Normal	0.1
CPT0010110003	Tumor	0.1
CPT0002370001	Normal	0.1
CPT0086030003	Tumor	0.1
CPT0065930003	Tumor	0.1
CPT0079410003	Tumor	0.0
CPT0012920003	Normal	0.0
CPT0025170003	Tumor	0.0
CPT0086970003	Normal	0.0
CPT0065430003	Tumor	0.0
CPT0007860003	Tumor	0.0
CPT0075130003	Tumor	0.0
CPT0084590001	Normal	0.0
CPT0014450004	Tumor	0.0
CPT0069190001	Normal	-0.1
CPT0019160001	Normal	-0.1
CPT0025290003	Tumor	-0.1
CPT0001270001	Normal	-0.1
CPT0079180003	Tumor	-0.1
CPT0013790003	Normal	-0.1
CPT0025050003	Tumor	-0.1
CPT0001510001	Normal	-0.1
CPT0075560003	Tumor	-0.1
CPT0078530001	Normal	-0.1
CPT0020130001	Normal	-0.1
CPT0009020003	Normal	-0.1
CPT0064370003	Tumor	-0.2
CPT0086830003	Normal	-0.2
CPT0023690003	Tumor	-0.2
CPT0012570003	Normal	-0.2
CPT0000660001	Normal	-0.2
CPT0000890001	Normal	-0.2
CPT0088500001	Normal	-0.2
CPT0017850003	Tumor	-0.2
CPT0065820001	Normal	-0.2
CPT0020020001	Normal	-0.2
CPT0014470001	Normal	-0.2
CPT0025060001	Normal	-0.2
CPT0012290003	Normal	-0.2
CPT0065750003	Tumor	-0.2
CPT0010170001	Normal	-0.3
CPT0012280003	Tumor	-0.3
CPT0069010001	Normal	-0.3
CPT0014160003	Tumor	-0.3
CPT0088570001	Normal	-0.3
CPT0076350001	Normal	-0.3
CPT0001550001	Normal	-0.3
CPT0025920001	Normal	-0.3
CPT0001500009	Tumor	-0.3
CPT0063630003	Tumor	-0.3
CPT0086360003	Tumor	-0.3
CPT0063330001	Normal	-0.3
CPT0088710001	Normal	-0.3
CPT0006950001	Normal	-0.4
CPT0066520001	Normal	-0.4
CPT0078660003	Tumor	-0.4
CPT0012090003	Normal	-0.4
CPT0088640003	Normal	-0.4
CPT0002270011	Tumor	-0.4
CPT0014130001	Normal	-0.4
CPT0020120003	Tumor	-0.4
CPT0009080003	Normal	-0.4
CPT0086890003	Normal	-0.4
CPT0081620001	Normal	-0.4
CPT0082010001	Normal	-0.4
CPT0066430001	Normal	-0.4
CPT0007470001	Normal	-0.4
CPT0025610001	Normal	-0.4
CPT0069160003	Tumor	-0.4
CPT0089040001	Normal	-0.4
CPT0014350001	Normal	-0.4
CPT0064400001	Normal	-0.4
CPT0006530001	Normal	-0.4
CPT0075170001	Normal	-0.4
CPT0007870001	Normal	-0.5
CPT0012770003	Normal	-0.5
CPT0077140001	Normal	-0.5
CPT0024680001	Normal	-0.5
CPT0078800003	Tumor	-0.5
CPT0018250001	Normal	-0.5
CPT0001230001	Normal	-0.5
CPT0026420001	Normal	-0.5
CPT0079000001	Normal	-0.6
CPT0001190001	Normal	-0.6
CPT0077500001	Normal	-0.6
CPT0088780001	Normal	-0.6
CPT0075570001	Normal	-0.6
CPT0000790001	Normal	-0.6
CPT0017450001	Normal	-0.6
CPT0023360001	Normal	-0.6
CPT0078940001	Normal	-0.6
CPT0088970003	Tumor	-0.6
CPT0092800003	Normal	-0.6
CPT0065450001	Normal	-0.6
CPT0092740003	Normal	-0.6
CPT0006730001	Normal	-0.6
CPT0078670001	Normal	-0.7
CPT0063640001	Normal	-0.7
CPT0078840001	Normal	-0.7
CPT0088920001	Normal	-0.7
CPT0086370003	Normal	-0.7
CPT0023710001	Normal	-0.7
CPT0092310003	Normal	-0.7
CPT0076330003	Tumor	-0.7
CPT0087050003	Normal	-0.7
CPT0079430001	Normal	-0.7
CPT0015730003	Tumor	-0.8
CPT0001350001	Normal	-0.8
CPT0089480003	Normal	-0.8
CPT0078510003	Tumor	-0.9
CPT0023350003	Tumor	-0.9
CPT0081880003	Tumor	-1.0
CPT0088550004	Tumor	-1.3
CPT0001340003	Tumor	-1.5
CPT0012180003	Tumor	-1.6
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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, 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 HPA001895	Antibody CAB000053	Antibody CAB078160
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
Adenocarcinoma, NOS