Expression of ITGB4 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

ITGB4 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.56

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

9.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	48.8
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	48.3
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	39.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	33.8
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	30.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	27.5
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	25.3
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	19.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	19.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	17.7
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	17.5
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	17.3
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	17.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	16.8
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	15.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	13.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	12.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	9.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	9.6
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	9.5
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	9.0
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	8.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	8.5
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	8.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	7.9
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	7.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	6.7
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	6.4
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	6.2
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	6.2
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	6.1
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	6.0
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	5.9
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	5.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	5.6
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	5.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	4.7
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	4.4
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	4.3
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	4.2
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	4.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	4.0
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	3.9
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	3.7
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	3.7
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	3.4
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	2.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	2.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	2.5
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	2.4
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	2.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	2.2
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	2.1
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	2.1
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	2.1
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	1.9
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	1.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	1.6
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	1.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	1.5
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	1.4
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	1.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	1.1
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	1.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ITGB4 is potential prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 23.56

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

23.1

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	249.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	213.2
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	153.7
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	143.5
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	135.3
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	132.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	127.7
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	117.0
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	115.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	105.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	99.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	97.9
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	97.0
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	95.5
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	93.7
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	89.4
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	83.5
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	82.2
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	81.4
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	74.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	74.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	74.0
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	73.8
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	73.6
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	73.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	67.2
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	65.4
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	65.0
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	64.4
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	61.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	57.9
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	57.5
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	56.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	55.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	54.7
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	51.3
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	51.2
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	51.0
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	50.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	49.8
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	49.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	48.8
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	48.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	46.9
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	46.4
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	46.4
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	46.4
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	46.3
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	45.2
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	45.2
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	45.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	44.7
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	44.5
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	44.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	43.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	43.6
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	43.3
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	43.2
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	42.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	42.1
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	42.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	42.0
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	42.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	41.6
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	41.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	41.3
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	41.3
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	40.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	40.8
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	39.7
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	39.6
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	39.5
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	38.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	38.3
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	37.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	37.6
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	36.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	36.5
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	36.5
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	36.3
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	35.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	35.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	34.9
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	34.9
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	34.9
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	34.7
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	34.1
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	33.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	33.7
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	33.5
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	33.4
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	33.3
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	32.9
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	32.6
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	32.5
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	32.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	31.8
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	31.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	31.3
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	30.9
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	30.6
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	30.3
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	29.1
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	29.1
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	29.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	29.0
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	28.9
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	28.9
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	28.8
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	28.6
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	28.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	28.3
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	28.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	28.1
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	28.1
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	28.1
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	27.9
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	27.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	27.6
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	27.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	27.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	27.1
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	27.0
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	26.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	26.9
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	26.8
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	26.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	26.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	26.6
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	26.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	26.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	26.3
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	26.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	25.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	25.8
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	25.7
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	25.7
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	25.6
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	25.4
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	25.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	25.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	24.9
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	24.8
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	24.8
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	24.8
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	24.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	24.5
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	24.5
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	24.5
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	24.4
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	24.4
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	24.4
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	23.9
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	23.9
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	23.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	23.6
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	23.5
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	23.4
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	23.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	23.3
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	23.1
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	23.0
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	23.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	22.7
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	22.5
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	22.5
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	22.5
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	22.2
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	22.2
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	22.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	22.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	22.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	22.0
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	22.0
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	21.7
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	21.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	21.6
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	21.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	21.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	21.4
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	21.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	21.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	21.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	21.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	21.0
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	21.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	20.9
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	20.9
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	20.6
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	20.6
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	20.6
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	20.4
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	20.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	20.4
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	20.4
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	20.3
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	20.3
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	20.2
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	20.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	20.0
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	19.8
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	19.7
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	19.7
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	19.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	19.6
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	19.6
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	19.4
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	19.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	19.3
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	19.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	19.3
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	19.2
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	19.2
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	19.2
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	19.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	19.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	19.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	19.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	19.1
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	19.1
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	19.0
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	19.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	19.0
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	19.0
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	18.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	18.8
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	18.7
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	18.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	18.6
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	18.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	18.5
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	18.5
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	18.4
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	18.3
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	18.3
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	18.2
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	18.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	18.0
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	17.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	17.8
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	17.8
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	17.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	17.8
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	17.7
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	17.6
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	17.4
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	17.4
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	17.3
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	17.2
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	17.1
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	17.0
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	17.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	16.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	16.9
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	16.8
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	16.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	16.6
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	16.6
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	16.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	16.5
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	16.4
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	16.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	16.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	16.3
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	16.3
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	16.3
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	16.3
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	16.2
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	16.2
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	16.1
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	16.1
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	16.0
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	16.0
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	15.9
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	15.8
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	15.8
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	15.8
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	15.6
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	15.6
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	15.5
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	15.4
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	15.3
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	15.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	15.2
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	15.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	15.1
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	14.9
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	14.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	14.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	14.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	14.8
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	14.7
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	14.6
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	14.5
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	14.5
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	14.4
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	14.4
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	14.4
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	14.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	14.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	14.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	14.3
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	14.2
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	14.2
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	14.1
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	14.1
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	14.0
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	14.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	13.9
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	13.9
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	13.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	13.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	13.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	13.8
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	13.8
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	13.7
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	13.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	13.6
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	13.6
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	13.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	13.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	13.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	13.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	13.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	13.2
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	13.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	13.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	13.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	13.0
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	13.0
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	12.9
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	12.8
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	12.7
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	12.6
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	12.6
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	12.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	12.5
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	12.4
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	12.4
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	12.4
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	12.3
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	12.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	12.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	12.1
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	12.1
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	12.0
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	12.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	12.0
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	12.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	12.0
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	11.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	11.8
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	11.8
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	11.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	11.7
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	11.7
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	11.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	11.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	11.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	11.5
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	11.4
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	11.3
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	11.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	11.3
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	11.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	11.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	11.3
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	11.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	11.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	11.1
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	11.1
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	11.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	11.0
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	11.0
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	10.9
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	10.9
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	10.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	10.9
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	10.8
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	10.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	10.7
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	10.6
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	10.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	10.5
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	10.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	10.4
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	10.3
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	10.3
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	10.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	10.2
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	10.1
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	10.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	10.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	9.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	9.9
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	9.8
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	9.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	9.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	9.8
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	9.8
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	9.8
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	9.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	9.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	9.6
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	9.6
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	9.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	9.5
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	9.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	9.1
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	9.1
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	8.8
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	8.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	8.6
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	8.6
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	8.6
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	8.5
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	8.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	8.3
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	8.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	8.2
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	8.0
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	7.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	7.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	7.9
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	7.9
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	7.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	7.8
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	7.7
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	7.6
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	7.6
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	7.5
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	7.4
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	7.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	7.4
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	7.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	7.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	7.3
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	7.2
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	7.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	7.1
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	7.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	7.1
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	7.1
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	7.0
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	7.0
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	7.0
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	6.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	6.8
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	6.8
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	6.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	6.7
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	6.7
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	6.7
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	6.7
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	6.6
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	6.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	6.6
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	6.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	6.3
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	6.2
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	6.2
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	6.0
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	5.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	5.9
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	5.9
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	5.8
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	5.8
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	5.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	5.7
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	5.6
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	5.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	5.5
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	5.5
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	5.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	5.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	5.4
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	5.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	5.2
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	5.2
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	5.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	5.1
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	5.0
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	5.0
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	4.8
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	4.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	4.8
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	4.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	4.7
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	4.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	4.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	4.5
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	4.5
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	4.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	4.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	4.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	4.0
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	3.6
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	3.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	3.5
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	3.5
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	3.3
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	3.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	3.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	3.1
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	2.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	2.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	2.8
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	2.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	2.5
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	2.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	2.5
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	2.5
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	2.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	2.3
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	2.1
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.9
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	1.9
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	1.4
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	1.3
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	1.3
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	0.7
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ITGB4 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13.83

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

20.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	142.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	101.0
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	75.4
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	66.4
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	53.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	53.5
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	49.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	48.4
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	47.2
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	44.4
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	42.8
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	39.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	35.6
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	32.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	31.9
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	31.1
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	29.6
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	28.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	28.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	28.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	27.3
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	25.7
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	25.2
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	25.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	24.2
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	24.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	24.1
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	23.6
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	23.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	22.7
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	21.5
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	21.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	20.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	20.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	19.6
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	19.6
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	19.3
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	19.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	19.0
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	17.8
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	17.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	17.6
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	17.3
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	17.1
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	16.3
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	15.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	14.9
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	14.6
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	14.4
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	14.1
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	13.9
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	13.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	13.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	13.7
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	13.6
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	12.6
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	12.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	12.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	11.3
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	11.2
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	11.0
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	10.9
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	10.7
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	10.4
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	10.4
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	10.4
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	10.1
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	9.8
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	8.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	8.3
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	8.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	8.1
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	8.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	7.8
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	7.7
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	7.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	7.6
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	7.4
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	7.1
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	6.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	6.6
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	6.4
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	6.3
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	5.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	5.8
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	5.4
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	5.3
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	5.2
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	5.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	4.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	4.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	3.9
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	3.8
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	3.8
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	3.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	3.3
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	3.0
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	1.5
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	1.4
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	0.8
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ITGB4 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 25.19

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

78.3

Number of samples

282

Samples

Sample	Description	TPM
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	1181.2
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	478.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	411.7
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	330.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	322.3
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	316.5
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	305.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	304.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	293.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	278.7
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	274.1
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	250.7
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	247.8
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	234.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	232.7
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	215.8
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	214.3
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	203.8
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	194.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	192.9
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	191.2
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	185.5
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	183.4
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	182.7
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	182.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	177.0
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	175.8
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	175.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	169.8
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	165.8
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	163.8
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	155.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	145.1
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	140.9
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	140.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	138.6
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	135.8
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	132.5
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	132.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	131.8
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	127.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	127.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	127.3
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	127.2
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	127.0
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	126.3
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	121.8
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	120.0
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	119.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	118.8
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	117.1
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	117.1
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	116.8
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	115.5
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	114.4
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	114.1
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	112.7
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	112.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	106.1
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	105.8
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	103.2
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	103.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	102.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	102.1
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	101.9
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	101.5
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	100.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	99.3
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	99.2
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	98.6
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	97.2
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	97.1
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	96.5
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	95.9
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	95.1
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	94.1
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	93.6
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	93.5
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	93.0
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	91.8
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	91.7
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	90.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	89.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	89.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	88.3
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	88.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	87.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	86.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	85.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	84.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	84.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	83.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	82.6
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	81.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	80.8
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	80.4
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	79.7
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	79.7
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	78.5
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	78.2
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	78.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	77.9
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	77.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	75.7
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	73.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	72.8
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	72.6
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	72.1
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	71.5
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	71.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	69.8
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	68.5
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	68.4
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	68.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	66.9
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	65.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	65.7
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	65.6
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	65.3
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	65.3
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	64.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	63.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	63.1
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	62.6
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	62.5
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	62.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	61.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	61.1
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	60.6
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	60.6
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	60.1
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	59.7
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	58.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	57.5
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	57.1
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	57.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	57.0
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	56.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	55.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	54.6
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	54.6
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	54.5
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	54.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	52.9
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	52.8
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	52.7
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	51.5
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	50.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	50.1
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	49.7
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	49.4
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	48.9
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	48.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	47.6
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	47.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	46.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	46.5
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	46.3
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	46.3
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	45.6
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	45.4
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	44.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	43.9
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	43.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	43.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	42.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	42.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	42.1
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	42.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	41.9
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	41.8
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	40.4
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	39.5
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	39.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	39.1
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	38.9
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	38.6
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	37.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	37.5
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	37.5
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	37.1
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	36.9
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	36.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	36.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	36.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	36.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	36.0
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	36.0
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	35.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	35.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	35.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	35.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	34.6
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	34.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	33.9
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	32.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	32.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	31.3
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	31.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	30.7
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	30.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	30.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	30.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	29.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	29.7
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	29.0
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	29.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	27.7
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	27.1
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	27.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	26.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	25.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	25.5
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	25.5
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	25.4
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	25.4
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	25.3
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	25.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	24.0
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	23.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	23.0
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	22.9
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	22.7
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	22.4
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	22.2
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	21.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	20.8
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	20.1
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	19.6
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	19.4
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	18.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	18.0
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	17.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	16.7
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	16.4
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	16.3
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	16.1
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	15.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	15.5
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	15.1
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	14.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	14.5
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	14.5
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	14.4
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	13.7
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	13.4
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	13.2
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	13.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	12.8
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	12.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	12.4
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	12.4
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	12.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	11.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	11.1
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	10.9
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	10.4
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	9.8
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	9.6
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	8.7
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	8.2
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	8.0
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	7.6
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	7.4
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	6.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	6.4
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	6.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	6.1
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	5.5
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	5.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	5.5
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	5.4
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	5.0
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	3.6
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	2.9
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	2.7
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	2.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	1.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	1.1
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	0.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	0.8
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0069000003	Tumor	1.6
CPT0086950003	Tumor	1.2
CPT0025050003	Tumor	1.1
CPT0012180003	Tumor	1.1
CPT0024670003	Tumor	1.0
CPT0088900003	Tumor	1.0
CPT0069160003	Tumor	1.0
CPT0065430003	Tumor	0.9
CPT0015810003	Tumor	0.9
CPT0092290003	Tumor	0.9
CPT0014450004	Tumor	0.9
CPT0087040003	Tumor	0.9
CPT0089020003	Tumor	0.8
CPT0000640003	Tumor	0.8
CPT0086360003	Tumor	0.8
CPT0079410003	Tumor	0.7
CPT0007320003	Tumor	0.7
CPT0009060003	Tumor	0.6
CPT0065690003	Tumor	0.6
CPT0088480003	Tumor	0.6
CPT0092790003	Tumor	0.6
CPT0020120003	Tumor	0.6
CPT0084560003	Tumor	0.6
CPT0092160003	Tumor	0.6
CPT0065750003	Tumor	0.6
CPT0019130003	Tumor	0.6
CPT0012280003	Tumor	0.6
CPT0079380003	Tumor	0.6
CPT0026410003	Tumor	0.6
CPT0066480003	Tumor	0.5
CPT0078990003	Tumor	0.5
CPT0012080003	Tumor	0.5
CPT0025230003	Tumor	0.5
CPT0075560003	Tumor	0.5
CPT0086820003	Tumor	0.5
CPT0081880003	Tumor	0.5
CPT0089460004	Tumor	0.5
CPT0075720003	Tumor	0.4
CPT0078510003	Tumor	0.4
CPT0014160003	Tumor	0.4
CPT0006630003	Tumor	0.4
CPT0011410003	Tumor	0.4
CPT0019990003	Tumor	0.4
CPT0071150004	Tumor	0.4
CPT0010110003	Tumor	0.4
CPT0079480003	Tumor	0.4
CPT0023690003	Tumor	0.4
CPT0012670003	Tumor	0.3
CPT0077320001	Normal	0.3
CPT0012550003	Tumor	0.3
CPT0017850003	Tumor	0.3
CPT0025880003	Tumor	0.3
CPT0086870003	Tumor	0.3
CPT0015910003	Tumor	0.3
CPT0000780007	Tumor	0.3
CPT0077310003	Tumor	0.2
CPT0078930003	Tumor	0.2
CPT0015730003	Tumor	0.2
CPT0025290003	Tumor	0.2
CPT0063320003	Tumor	0.2
CPT0077490003	Tumor	0.2
CPT0092730003	Tumor	0.2
CPT0085670003	Tumor	0.2
CPT0086030003	Tumor	0.2
CPT0081600003	Tumor	0.2
CPT0063630003	Tumor	0.2
CPT0001260009	Tumor	0.2
CPT0025110003	Tumor	0.2
CPT0084590001	Normal	0.2
CPT0012900004	Tumor	0.2
CPT0065930003	Tumor	0.2
CPT0001500009	Tumor	0.2
CPT0064370003	Tumor	0.1
CPT0025350003	Tumor	0.1
CPT0025170003	Tumor	0.1
CPT0012370003	Tumor	0.1
CPT0092190003	Normal	0.1
CPT0011240003	Tumor	0.1
CPT0009000003	Tumor	0.1
CPT0006440003	Tumor	0.1
CPT0069190001	Normal	0.1
CPT0000870016	Tumor	0.0
CPT0066470004	Tumor	0.0
CPT0079180003	Tumor	0.0
CPT0006900003	Tumor	0.0
CPT0079230003	Tumor	0.0
CPT0066520001	Normal	0.0
CPT0017410003	Tumor	0.0
CPT0075130003	Tumor	0.0
CPT0088630003	Tumor	0.0
CPT0088780001	Normal	-0.1
CPT0010120001	Normal	-0.1
CPT0001270001	Normal	-0.1
CPT0021240003	Tumor	-0.1
CPT0001540009	Tumor	-0.1
CPT0000660001	Normal	-0.1
CPT0010160003	Tumor	-0.1
CPT0065810003	Tumor	-0.1
CPT0088690003	Tumor	-0.1
CPT0078840001	Normal	-0.1
CPT0065870003	Tumor	-0.1
CPT0079510001	Normal	-0.1
CPT0078830003	Tumor	-0.1
CPT0077500001	Normal	-0.1
CPT0012290003	Normal	-0.1
CPT0014370004	Tumor	-0.1
CPT0075170001	Normal	-0.2
CPT0001190001	Normal	-0.2
CPT0025060001	Normal	-0.2
CPT0088710001	Normal	-0.2
CPT0082010001	Normal	-0.2
CPT0012640003	Normal	-0.2
CPT0026420001	Normal	-0.2
CPT0014470001	Normal	-0.2
CPT0065820001	Normal	-0.2
CPT0088570001	Normal	-0.2
CPT0001180009	Tumor	-0.2
CPT0088640003	Normal	-0.2
CPT0013790003	Normal	-0.2
CPT0000890001	Normal	-0.2
CPT0089480003	Normal	-0.2
CPT0002370001	Normal	-0.2
CPT0001510001	Normal	-0.2
CPT0025580004	Tumor	-0.2
CPT0079300001	Normal	-0.2
CPT0012920003	Normal	-0.3
CPT0081620001	Normal	-0.3
CPT0001220008	Tumor	-0.3
CPT0012090003	Normal	-0.3
CPT0007860003	Tumor	-0.3
CPT0069010001	Normal	-0.3
CPT0014130001	Normal	-0.3
CPT0024680001	Normal	-0.3
CPT0023710001	Normal	-0.3
CPT0025920001	Normal	-0.3
CPT0092800003	Normal	-0.3
CPT0088920001	Normal	-0.3
CPT0088500001	Normal	-0.3
CPT0006950001	Normal	-0.3
CPT0018250001	Normal	-0.3
CPT0012570003	Normal	-0.3
CPT0012770003	Normal	-0.3
CPT0009020003	Normal	-0.3
CPT0076330003	Tumor	-0.3
CPT0078940001	Normal	-0.3
CPT0092310003	Normal	-0.4
CPT0086830003	Normal	-0.4
CPT0020130001	Normal	-0.4
CPT0086370003	Normal	-0.4
CPT0007470001	Normal	-0.4
CPT0002350011	Tumor	-0.4
CPT0079430001	Normal	-0.4
CPT0023360001	Normal	-0.4
CPT0078670001	Normal	-0.4
CPT0006530001	Normal	-0.4
CPT0078530001	Normal	-0.4
CPT0009080003	Normal	-0.4
CPT0089040001	Normal	-0.4
CPT0079000001	Normal	-0.4
CPT0000790001	Normal	-0.4
CPT0077140001	Normal	-0.4
CPT0007870001	Normal	-0.4
CPT0088760003	Tumor	-0.4
CPT0017450001	Normal	-0.4
CPT0020020001	Normal	-0.4
CPT0006730001	Normal	-0.5
CPT0086970003	Normal	-0.5
CPT0063640001	Normal	-0.5
CPT0086890003	Normal	-0.5
CPT0001230001	Normal	-0.5
CPT0001550001	Normal	-0.5
CPT0063330001	Normal	-0.5
CPT0001350001	Normal	-0.5
CPT0025610001	Normal	-0.5
CPT0087050003	Normal	-0.5
CPT0010170001	Normal	-0.5
CPT0077110003	Tumor	-0.5
CPT0065450001	Normal	-0.5
CPT0078800003	Tumor	-0.5
CPT0081990003	Tumor	-0.5
CPT0076350001	Normal	-0.5
CPT0014350001	Normal	-0.5
CPT0078660003	Tumor	-0.5
CPT0019160001	Normal	-0.6
CPT0088970003	Tumor	-0.7
CPT0064400001	Normal	-0.7
CPT0079270003	Tumor	-0.7
CPT0075570001	Normal	-0.7
CPT0092740003	Normal	-0.7
CPT0066430001	Normal	-0.7
CPT0023350003	Tumor	-0.8
CPT0088550004	Tumor	-1.0
CPT0002270011	Tumor	-1.3
CPT0001340003	Tumor	-1.5
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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 HPA036348	Antibody HPA036349	Antibody CAB002422	Antibody CAB005258
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
Adenocarcinoma, uncertain malignant potential