Expression of TNS2 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

TNS2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 32.49

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

37.5

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	105.7
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	87.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	74.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	72.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	66.6
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	59.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	57.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	56.0
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	55.6
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	51.1
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	51.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	49.4
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	49.1
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	48.2
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	46.1
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	45.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	44.6
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	44.1
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	44.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	43.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	42.8
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	42.3
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	42.3
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	41.8
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	41.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	40.2
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	40.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	39.6
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	39.0
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	38.2
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	38.1
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	36.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	36.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	35.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	34.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	34.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	33.7
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	32.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	32.1
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	31.4
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	30.1
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	29.3
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	28.7
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	27.5
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	27.3
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	26.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	25.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	24.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	23.6
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	23.5
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	22.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	22.5
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	22.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	21.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	19.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	19.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	18.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	15.8
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	15.5
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	14.2
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	14.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	13.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	12.4
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	7.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TNS2 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 49.6

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

38.3

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	116.1
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	116.0
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	103.9
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	101.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	100.7
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	100.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	100.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	99.2
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	97.5
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	93.0
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	92.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	92.4
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	91.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	91.2
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	86.5
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	86.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	86.2
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	86.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	85.5
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	85.4
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	84.8
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	84.4
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	83.4
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	83.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	80.5
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	80.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	79.4
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	79.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	78.2
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	77.1
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	77.1
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	76.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	75.2
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	74.9
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	74.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	74.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	73.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	73.4
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	73.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	72.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	72.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	71.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	70.9
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	70.9
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	70.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	70.1
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	69.6
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	69.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	69.0
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	68.8
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	68.2
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	68.2
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	68.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	68.0
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	67.9
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	67.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	66.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	66.3
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	66.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	65.8
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	65.1
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	65.0
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	65.0
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	64.7
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	64.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	64.6
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	64.5
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	64.2
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	63.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	62.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	62.3
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	62.1
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	61.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	61.1
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	61.0
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	60.9
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	60.4
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	60.3
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	60.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	60.2
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	58.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	58.8
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	58.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	58.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	58.4
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	58.3
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	57.6
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	57.5
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	57.3
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	57.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	56.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	56.9
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	56.9
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	56.8
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	56.7
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	56.3
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	56.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	56.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	56.1
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	55.9
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	55.9
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	55.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	55.1
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	54.6
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	54.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	54.0
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	53.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	53.8
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	53.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	53.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	53.6
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	53.4
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	53.3
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	53.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	53.3
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	53.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	52.5
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	52.4
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	51.8
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	51.8
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	51.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	51.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	51.5
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	51.5
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	51.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	51.1
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	51.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	50.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	50.5
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	50.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	50.2
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	50.2
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	50.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	50.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	49.9
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	49.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	49.6
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	49.6
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	49.6
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	49.5
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	49.2
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	49.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	49.1
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	49.0
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	48.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	48.6
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	48.5
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	48.4
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	48.4
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	48.3
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	48.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	47.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	47.8
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	47.7
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	47.5
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	47.4
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	47.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	47.2
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	47.0
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	47.0
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	46.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	46.6
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	46.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	46.0
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	45.6
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	45.6
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	45.3
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	45.2
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	44.7
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	44.5
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	44.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	44.3
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	43.9
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	43.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	43.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	43.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	43.5
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	43.5
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	43.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	43.1
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	42.8
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	42.8
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	42.7
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	42.7
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	42.7
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	42.4
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	42.4
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	42.4
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	42.2
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	42.1
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	42.0
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	42.0
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	41.9
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	41.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	41.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	41.7
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	41.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	41.4
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	41.2
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	41.0
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	41.0
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	40.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	40.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	40.1
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	40.1
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	40.0
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	39.9
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	39.9
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	39.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	39.7
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	39.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	39.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	39.5
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	39.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	39.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	39.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	39.0
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	38.9
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	38.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	38.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	38.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	38.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	38.5
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	37.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	37.9
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	37.8
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	37.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	37.7
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	37.7
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	37.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	37.6
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	37.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	37.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	37.0
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	36.9
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	36.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	36.7
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	36.6
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	36.5
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	36.5
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	36.5
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	36.4
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	36.4
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	36.4
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	36.4
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	36.1
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	36.0
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	35.9
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	35.7
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	35.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	35.6
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	35.5
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	35.4
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	35.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	35.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	35.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	35.0
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	34.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	34.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	34.4
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	34.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	34.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	34.3
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	34.3
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	34.3
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	34.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	34.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	33.9
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	33.9
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	33.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	33.9
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	33.8
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	33.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	33.8
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	33.7
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	33.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	33.7
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	33.6
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	33.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	33.2
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	33.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	33.0
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	32.9
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	32.9
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	32.7
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	32.7
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	32.6
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	32.6
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	32.5
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	32.5
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	32.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	32.4
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	32.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	32.3
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	32.3
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	32.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	32.2
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	32.2
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	32.2
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	32.1
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	32.0
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	32.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	32.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	31.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	31.8
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	31.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	31.6
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	31.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	31.2
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	31.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	31.1
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	31.1
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	31.0
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	30.8
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	30.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	30.7
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	30.6
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	30.6
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	30.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	30.2
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	30.2
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	30.2
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	30.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	30.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	30.0
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	29.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	29.9
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	29.9
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	29.9
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	29.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	29.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	29.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	29.6
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	29.4
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	29.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	29.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	28.9
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	28.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	28.8
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	28.7
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	28.4
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	28.4
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	28.3
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	28.2
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	28.0
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	28.0
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	28.0
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	27.9
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	27.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	27.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	27.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	27.7
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	27.7
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	27.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	27.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	27.6
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	27.6
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	27.4
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	27.4
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	27.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	27.2
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	27.2
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	27.0
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	26.8
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	26.6
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	26.3
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	26.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	25.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	25.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	25.6
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	25.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	25.0
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	25.0
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	24.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	24.8
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	24.8
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	24.7
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	24.3
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	24.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	24.1
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	23.6
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	23.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	23.5
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	23.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	23.4
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	23.2
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	23.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	23.0
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	22.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	22.8
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	22.8
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	22.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	22.6
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	22.6
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	22.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	22.1
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	22.0
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	22.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	21.9
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	21.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	21.7
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	21.5
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	21.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	21.3
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	21.1
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	21.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	20.8
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	20.8
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	20.4
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	20.3
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	19.9
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	19.8
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	19.8
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	19.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	19.7
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	19.7
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	19.5
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	19.5
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	19.5
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	19.5
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	19.4
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	18.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	18.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	18.3
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	18.3
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	18.3
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	18.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	18.2
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	17.9
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	17.7
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	17.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	17.6
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	17.3
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	17.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	17.1
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	16.8
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	16.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	16.7
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	16.6
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	16.5
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	16.4
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	16.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	16.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	16.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	16.0
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	16.0
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	16.0
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	15.9
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	15.9
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	15.8
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	15.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	15.4
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	15.2
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	15.2
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	15.0
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	15.0
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	14.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	14.8
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	14.6
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	14.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	14.3
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	14.0
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	13.7
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	13.5
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	13.5
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	12.9
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	12.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	12.8
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	12.6
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	12.5
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	12.2
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	11.8
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	11.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	11.6
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	11.6
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	11.6
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	11.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	11.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	11.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	10.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	10.9
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	10.6
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	10.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	10.4
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	10.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	10.3
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	10.2
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	10.0
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	9.8
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	9.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	9.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	9.7
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	9.7
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	9.2
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	9.1
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	9.1
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	9.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	9.1
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	8.8
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	8.6
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	8.5
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	7.9
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	7.9
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	7.4
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	7.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	7.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	7.3
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	7.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	7.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	6.8
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	6.4
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	5.9
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	5.8
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	5.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	5.3
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	5.2
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	5.1
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	3.8
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	3.5
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	2.4
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	2.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TNS2 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 44.97

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

41.3

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	142.4
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	90.6
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	83.6
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	83.4
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	81.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	74.6
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	73.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	68.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	67.9
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	67.2
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	63.8
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	63.5
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	63.4
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	61.9
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	60.2
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	59.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	59.0
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	57.6
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	57.1
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	55.8
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	55.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	53.9
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	53.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	53.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	52.8
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	51.3
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	50.7
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	50.0
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	49.9
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	49.5
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	49.0
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	48.7
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	47.6
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	47.4
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	47.2
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	46.3
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	46.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	45.9
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	45.4
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	44.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	44.3
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	42.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	42.0
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	41.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	40.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	40.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	40.2
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	40.2
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	39.3
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	39.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	38.6
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	38.6
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	38.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	38.5
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	37.2
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	37.1
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	36.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	36.6
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	36.1
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	35.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	35.4
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	35.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	34.8
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	34.3
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	32.5
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	32.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	32.1
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	32.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	32.0
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	31.6
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	30.7
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	30.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	30.1
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	29.8
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	29.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	28.3
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	27.9
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	26.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	25.4
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	24.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	23.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	22.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	21.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	21.5
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	21.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	19.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	19.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	19.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	19.0
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	17.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	15.9
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	15.6
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	14.0
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	12.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	10.4
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	9.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	8.9
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	8.1
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	6.3
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	2.7
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TNS2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.41

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

13.0

Number of samples

282

Samples

Sample	Description	TPM
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	51.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	49.4
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	45.5
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	42.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	41.7
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	40.6
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	39.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	35.9
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	35.8
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	35.5
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	34.9
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	34.8
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	34.4
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	33.2
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	32.2
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	31.9
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	31.1
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	31.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	30.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	29.2
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	29.1
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	28.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	27.8
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	27.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	26.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	26.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	26.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	26.4
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	26.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	25.9
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	25.8
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	25.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	24.7
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	24.1
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	24.1
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	23.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	23.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	23.3
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	23.1
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	23.1
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	22.9
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	22.8
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	22.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	22.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	22.3
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	22.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	22.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	21.8
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	21.5
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	21.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	21.0
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	20.9
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	20.7
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	20.7
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	20.6
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	20.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	20.5
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	20.4
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	20.0
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	20.0
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	20.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	19.6
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	19.6
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	19.5
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	19.4
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	19.4
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	19.3
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	18.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	18.6
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	18.4
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	18.3
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	18.0
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	18.0
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	18.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	18.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	17.9
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	17.8
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	17.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	17.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	17.4
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	17.3
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	17.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	16.8
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	16.6
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	16.6
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	16.4
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	16.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	16.1
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	16.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	16.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	15.6
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	15.2
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	15.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	15.1
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	14.8
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	14.8
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	14.7
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	14.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	14.6
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	14.5
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	14.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	14.0
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	13.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	13.6
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	13.5
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	13.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	13.4
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	13.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	13.3
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	13.2
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	13.2
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	13.1
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	13.1
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	13.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	13.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	12.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	12.9
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	12.8
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	12.8
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	12.8
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	12.5
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	12.5
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	12.5
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	12.5
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	12.0
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	12.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	11.8
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	11.7
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	11.3
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	11.2
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	11.2
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	11.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	11.2
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	11.0
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	11.0
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	11.0
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	10.9
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	10.9
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	10.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	10.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	10.7
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	10.5
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	10.4
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	10.2
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	10.2
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	10.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	10.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	10.1
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	10.0
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	10.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	10.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	9.7
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	9.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	9.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	9.4
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	9.3
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	9.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	9.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	9.3
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	9.1
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	9.0
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	9.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	8.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	8.8
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	8.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	8.7
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	8.6
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	8.5
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	8.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	8.4
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	8.4
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	8.4
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	8.1
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	8.1
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	8.1
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	8.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	8.0
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	7.9
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	7.8
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	7.8
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	7.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	7.6
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	7.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	7.6
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	7.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	7.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	7.4
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	7.4
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	7.4
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	7.3
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	7.3
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	7.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	6.9
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	6.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	6.7
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	6.6
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	6.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	6.5
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	6.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	6.4
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	6.3
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	6.3
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	6.3
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	6.2
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	6.2
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	6.2
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	6.1
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	6.1
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	6.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	6.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	6.0
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	5.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	5.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	5.8
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	5.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	5.6
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	5.6
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	5.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	5.5
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	5.4
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	5.3
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	5.2
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	5.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	5.1
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	5.1
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	5.0
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	5.0
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	4.9
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	4.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	4.8
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	4.8
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	4.8
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	4.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	4.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	4.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	4.4
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	4.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	4.3
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	4.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	4.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	4.2
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	4.1
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	4.1
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	3.9
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	3.8
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	3.7
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	3.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	3.6
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	3.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	3.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	3.4
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	3.3
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	3.3
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	3.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	3.2
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	3.1
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	3.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	3.1
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	3.1
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	3.0
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	2.9
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	2.9
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	2.9
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	2.8
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	2.7
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	2.7
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	2.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	2.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	1.8
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	1.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	1.8
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	1.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	1.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.3
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	1.2
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	1.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.2
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	1.1
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	0.9
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	0.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0012090003	Normal	0.6
CPT0088760003	Tumor	0.6
CPT0011240003	Tumor	0.6
CPT0075720003	Tumor	0.5
CPT0012080003	Tumor	0.5
CPT0020130001	Normal	0.5
CPT0065450001	Normal	0.5
CPT0077490003	Tumor	0.5
CPT0065820001	Normal	0.5
CPT0013790003	Normal	0.5
CPT0069190001	Normal	0.5
CPT0009080003	Normal	0.5
CPT0025350003	Tumor	0.5
CPT0066480003	Tumor	0.4
CPT0079510001	Normal	0.4
CPT0069010001	Normal	0.4
CPT0012770003	Normal	0.4
CPT0088710001	Normal	0.4
CPT0010120001	Normal	0.4
CPT0088570001	Normal	0.4
CPT0000890001	Normal	0.4
CPT0023360001	Normal	0.4
CPT0075570001	Normal	0.4
CPT0014130001	Normal	0.4
CPT0012290003	Normal	0.4
CPT0078530001	Normal	0.4
CPT0077140001	Normal	0.4
CPT0018250001	Normal	0.4
CPT0025610001	Normal	0.4
CPT0079430001	Normal	0.4
CPT0077320001	Normal	0.4
CPT0081620001	Normal	0.4
CPT0025060001	Normal	0.4
CPT0019160001	Normal	0.4
CPT0088630003	Tumor	0.4
CPT0000660001	Normal	0.3
CPT0086870003	Tumor	0.3
CPT0015910003	Tumor	0.3
CPT0020020001	Normal	0.3
CPT0025920001	Normal	0.3
CPT0065870003	Tumor	0.3
CPT0010160003	Tumor	0.3
CPT0010170001	Normal	0.3
CPT0006530001	Normal	0.3
CPT0009020003	Normal	0.3
CPT0087050003	Normal	0.3
CPT0000640003	Tumor	0.3
CPT0086370003	Normal	0.3
CPT0079000001	Normal	0.3
CPT0077500001	Normal	0.3
CPT0063640001	Normal	0.3
CPT0012920003	Normal	0.3
CPT0079300001	Normal	0.3
CPT0000790001	Normal	0.3
CPT0024680001	Normal	0.3
CPT0006730001	Normal	0.3
CPT0089040001	Normal	0.3
CPT0017450001	Normal	0.3
CPT0001510001	Normal	0.3
CPT0025170003	Tumor	0.3
CPT0007470001	Normal	0.3
CPT0001350001	Normal	0.3
CPT0089480003	Normal	0.3
CPT0078940001	Normal	0.3
CPT0088920001	Normal	0.3
CPT0066430001	Normal	0.3
CPT0078670001	Normal	0.3
CPT0006950001	Normal	0.3
CPT0081990003	Tumor	0.2
CPT0086890003	Normal	0.2
CPT0092310003	Normal	0.2
CPT0088500001	Normal	0.2
CPT0092740003	Normal	0.2
CPT0000780007	Tumor	0.2
CPT0082010001	Normal	0.2
CPT0088640003	Normal	0.2
CPT0064400001	Normal	0.2
CPT0012640003	Normal	0.2
CPT0001190001	Normal	0.2
CPT0012370003	Tumor	0.2
CPT0086830003	Normal	0.2
CPT0088780001	Normal	0.2
CPT0014350001	Normal	0.2
CPT0076350001	Normal	0.2
CPT0026420001	Normal	0.2
CPT0001550001	Normal	0.2
CPT0086970003	Normal	0.2
CPT0078840001	Normal	0.2
CPT0001230001	Normal	0.2
CPT0063320003	Tumor	0.2
CPT0088900003	Tumor	0.2
CPT0079480003	Tumor	0.2
CPT0023710001	Normal	0.2
CPT0012570003	Normal	0.2
CPT0075560003	Tumor	0.2
CPT0002370001	Normal	0.1
CPT0066520001	Normal	0.1
CPT0092730003	Tumor	0.1
CPT0078830003	Tumor	0.1
CPT0007870001	Normal	0.1
CPT0001270001	Normal	0.1
CPT0092800003	Normal	0.1
CPT0014470001	Normal	0.1
CPT0017410003	Tumor	0.1
CPT0084590001	Normal	0.1
CPT0065690003	Tumor	0.1
CPT0000870016	Tumor	0.1
CPT0063330001	Normal	0.1
CPT0079230003	Tumor	0.1
CPT0066470004	Tumor	0.0
CPT0089020003	Tumor	0.0
CPT0019990003	Tumor	0.0
CPT0071150004	Tumor	0.0
CPT0006440003	Tumor	0.0
CPT0075170001	Normal	0.0
CPT0009000003	Tumor	0.0
CPT0006630003	Tumor	0.0
CPT0092190003	Normal	0.0
CPT0015810003	Tumor	0.0
CPT0081600003	Tumor	0.0
CPT0079270003	Tumor	0.0
CPT0085670003	Tumor	-0.1
CPT0023690003	Tumor	-0.1
CPT0078930003	Tumor	-0.1
CPT0025880003	Tumor	-0.1
CPT0014370004	Tumor	-0.1
CPT0019130003	Tumor	-0.1
CPT0012900004	Tumor	-0.1
CPT0089460004	Tumor	-0.1
CPT0025110003	Tumor	-0.2
CPT0087040003	Tumor	-0.2
CPT0025290003	Tumor	-0.2
CPT0092790003	Tumor	-0.2
CPT0011410003	Tumor	-0.2
CPT0001220008	Tumor	-0.2
CPT0021240003	Tumor	-0.2
CPT0025580004	Tumor	-0.3
CPT0078990003	Tumor	-0.3
CPT0006900003	Tumor	-0.3
CPT0086030003	Tumor	-0.3
CPT0007860003	Tumor	-0.3
CPT0069000003	Tumor	-0.3
CPT0077310003	Tumor	-0.3
CPT0026410003	Tumor	-0.3
CPT0001540009	Tumor	-0.3
CPT0079180003	Tumor	-0.4
CPT0017850003	Tumor	-0.4
CPT0078660003	Tumor	-0.4
CPT0077110003	Tumor	-0.4
CPT0092290003	Tumor	-0.4
CPT0065930003	Tumor	-0.4
CPT0025230003	Tumor	-0.4
CPT0065810003	Tumor	-0.4
CPT0012670003	Tumor	-0.4
CPT0078510003	Tumor	-0.4
CPT0079410003	Tumor	-0.4
CPT0065750003	Tumor	-0.4
CPT0024670003	Tumor	-0.4
CPT0007320003	Tumor	-0.4
CPT0079380003	Tumor	-0.4
CPT0020120003	Tumor	-0.5
CPT0088480003	Tumor	-0.5
CPT0009060003	Tumor	-0.5
CPT0092160003	Tumor	-0.5
CPT0064370003	Tumor	-0.5
CPT0075130003	Tumor	-0.5
CPT0010110003	Tumor	-0.5
CPT0002350011	Tumor	-0.6
CPT0002270011	Tumor	-0.6
CPT0088690003	Tumor	-0.6
CPT0001180009	Tumor	-0.6
CPT0001260009	Tumor	-0.6
CPT0065430003	Tumor	-0.6
CPT0084560003	Tumor	-0.6
CPT0086950003	Tumor	-0.6
CPT0012550003	Tumor	-0.7
CPT0086820003	Tumor	-0.7
CPT0014160003	Tumor	-0.7
CPT0069160003	Tumor	-0.7
CPT0012280003	Tumor	-0.7
CPT0088970003	Tumor	-0.7
CPT0001500009	Tumor	-0.7
CPT0014450004	Tumor	-0.8
CPT0063630003	Tumor	-0.8
CPT0086360003	Tumor	-0.9
CPT0001340003	Tumor	-0.9
CPT0076330003	Tumor	-1.0
CPT0088550004	Tumor	-1.0
CPT0025050003	Tumor	-1.1
CPT0081880003	Tumor	-1.1
CPT0015730003	Tumor	-1.1
CPT0023350003	Tumor	-1.3
CPT0078800003	Tumor	-1.5
CPT0012180003	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 HPA034659
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