Expression of SHANK3 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

SHANK3 is potential prognostic, high expression is favorable in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2.35

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

4.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	20.8
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	18.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	17.4
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	14.2
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	12.3
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	9.2
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	8.1
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	8.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	7.5
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	7.5
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	7.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	7.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	6.5
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	6.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	6.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	5.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	5.5
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	5.1
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	4.9
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	4.8
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	4.7
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	4.6
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	4.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	4.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	4.2
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	4.1
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	4.0
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	4.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	3.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	3.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	3.3
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	3.3
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	3.2
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	3.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	3.2
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	3.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	3.0
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	3.0
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	3.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	3.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	2.9
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	2.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	2.6
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	2.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	2.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	2.3
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	2.2
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	2.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	2.1
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	2.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	1.9
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	1.8
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	1.7
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	1.7
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	1.7
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	1.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	1.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	1.6
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	1.5
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	1.4
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	1.2
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	1.2
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	1.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	1.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SHANK3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 16.52

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

15.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	85.2
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	72.7
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	67.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	65.1
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	64.2
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	61.3
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	58.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	57.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	55.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	54.8
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	54.7
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	51.3
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	48.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	47.0
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	45.4
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	44.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	44.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	43.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	43.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	43.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	43.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	43.3
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	42.5
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	42.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	40.3
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	39.6
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	39.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	39.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	37.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	36.8
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	36.5
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	36.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	36.4
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	36.4
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	35.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	34.8
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	34.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	34.1
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	33.7
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	33.5
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	33.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	33.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	32.9
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	32.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	32.6
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	32.5
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	32.3
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	32.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	32.2
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	32.0
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	31.9
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	31.9
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	31.6
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	31.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	31.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	31.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	31.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	30.9
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	30.6
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	30.5
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	30.4
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	30.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	29.9
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	29.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	29.6
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	29.1
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	29.0
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	28.9
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	28.9
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	28.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	28.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	27.8
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	27.7
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	27.5
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	26.9
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	26.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	26.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	26.5
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	26.4
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	26.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	26.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	26.2
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	25.9
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	25.9
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	25.9
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	25.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	25.5
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	25.5
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	25.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	25.1
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	25.0
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	24.9
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	24.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	24.8
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	24.8
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	24.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	24.7
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	24.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	24.6
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	24.4
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	24.3
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	24.2
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	24.2
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	23.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	23.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	23.5
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	23.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	23.4
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	23.3
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	23.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	23.1
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	23.1
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	23.0
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	23.0
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	22.8
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	22.7
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	22.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	22.2
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	22.0
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	22.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	22.0
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	21.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	21.6
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	21.5
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	21.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	21.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	21.4
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	21.4
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	21.4
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	20.9
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	20.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	20.7
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	20.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	20.6
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	20.6
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	20.5
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	20.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	20.3
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	20.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	20.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	20.0
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	20.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	20.0
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	19.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	19.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	19.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	19.8
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	19.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	19.7
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	19.7
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	19.5
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	19.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	19.4
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	19.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	19.4
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	19.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	19.0
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	19.0
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	19.0
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	18.9
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	18.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	18.8
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	18.7
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	18.7
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	18.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	18.6
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	18.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	18.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	18.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	18.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	18.2
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	17.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	17.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	17.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	17.8
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	17.8
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	17.7
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	17.7
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	17.7
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	17.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	17.6
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	17.6
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	17.4
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	17.4
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	17.2
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	17.1
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	17.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	16.8
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	16.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	16.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	16.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	16.8
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	16.7
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	16.6
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	16.6
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	16.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	16.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	16.5
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	16.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	16.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	16.2
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	16.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	16.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	16.0
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	15.9
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	15.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	15.9
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	15.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	15.4
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	15.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	15.3
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	15.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	15.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	15.3
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	15.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	15.3
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	15.2
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	15.0
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	15.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	15.0
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	14.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	14.9
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	14.9
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	14.9
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	14.8
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	14.8
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	14.6
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	14.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	14.5
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	14.5
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	14.4
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	14.4
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	14.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	14.2
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	14.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	14.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	14.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	14.1
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	14.1
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	14.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	14.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	14.0
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	13.8
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	13.8
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	13.8
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	13.7
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	13.6
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	13.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	13.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	13.4
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	13.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	13.4
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	13.4
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	13.4
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	13.3
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	13.3
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	13.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	13.0
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	12.9
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	12.8
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	12.8
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	12.7
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	12.6
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	12.6
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	12.5
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	12.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	12.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	12.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	12.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	12.3
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	12.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	12.3
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	12.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	12.2
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	12.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	12.2
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	12.2
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	12.1
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	12.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	12.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	12.0
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	12.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	12.0
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	11.9
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	11.9
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	11.7
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	11.7
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	11.6
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	11.6
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	11.5
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	11.5
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	11.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	11.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	11.3
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	11.2
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	11.2
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	11.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	11.2
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	11.1
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	11.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	11.1
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	11.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	11.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	11.0
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	11.0
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	10.9
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	10.9
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	10.9
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	10.9
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	10.9
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	10.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	10.7
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	10.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	10.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	10.7
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	10.6
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	10.5
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	10.5
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	10.3
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	10.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	10.3
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	10.2
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	10.1
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	10.1
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	10.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	10.1
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	10.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	10.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	9.8
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	9.7
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	9.7
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	9.7
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	9.7
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	9.7
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	9.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	9.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	9.6
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	9.5
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	9.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	9.4
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	9.4
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	9.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	9.3
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	9.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	9.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	9.2
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	9.1
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	9.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	9.0
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	9.0
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	8.8
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	8.8
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	8.8
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	8.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	8.7
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	8.6
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	8.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	8.6
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	8.6
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	8.5
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	8.5
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	8.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	8.5
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	8.4
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	8.4
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	8.3
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	8.3
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	8.3
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	8.3
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	8.2
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	8.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	8.1
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	8.1
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	8.1
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	8.1
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	8.0
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	8.0
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	7.9
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	7.8
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	7.8
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	7.8
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	7.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	7.8
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	7.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	7.6
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	7.6
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	7.6
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	7.5
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	7.5
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	7.5
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	7.4
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	7.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	7.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	7.3
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	7.2
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	7.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	7.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	7.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	7.1
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	7.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	7.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	7.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	7.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	7.0
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	7.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	6.9
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	6.9
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	6.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	6.8
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	6.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	6.7
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	6.7
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	6.7
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	6.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	6.6
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	6.6
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	6.6
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	6.5
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	6.4
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	6.4
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	6.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	6.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	6.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	6.2
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	6.1
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	6.0
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	6.0
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	5.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	5.9
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	5.9
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	5.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	5.9
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	5.9
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	5.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	5.7
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	5.7
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	5.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	5.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	5.6
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	5.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	5.5
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	5.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	5.5
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	5.4
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	5.4
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	5.3
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	5.3
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	5.1
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	5.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	5.0
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	5.0
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	5.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	4.9
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	4.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	4.8
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	4.7
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	4.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	4.7
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	4.6
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	4.5
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	4.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	4.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	4.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	4.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	4.4
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	4.3
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	4.3
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	4.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	4.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	4.2
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	4.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	4.0
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	4.0
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	4.0
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	3.8
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	3.8
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	3.8
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	3.6
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	3.2
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	3.2
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	3.2
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	3.2
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	3.1
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	3.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	3.1
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	2.9
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	2.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	2.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	2.8
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	2.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	2.8
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	2.8
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	2.8
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	2.6
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	2.5
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	2.5
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	2.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	2.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.3
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	2.3
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	2.3
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	2.2
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	2.2
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	2.1
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	2.1
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	2.1
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	1.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	1.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	1.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	1.5
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	1.4
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	1.3
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	1.3
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	1.3
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	1.2
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	0.8
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	0.8
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	0.7
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SHANK3 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13.15

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

21.7

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	67.0
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	60.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	55.0
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	44.4
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	43.6
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	43.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	42.3
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	40.9
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	39.2
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	38.6
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	37.9
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	36.4
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	35.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	34.5
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	34.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	32.7
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	30.4
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	30.2
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	30.0
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	29.8
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	29.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	29.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	29.0
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	28.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	27.1
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	26.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	26.3
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	25.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	25.9
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	25.4
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	25.4
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	25.3
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	25.3
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	25.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	24.9
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	24.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	24.8
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	24.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	24.7
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	24.6
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	24.3
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	23.5
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	23.5
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	23.1
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	22.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	22.4
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	22.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	22.1
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	22.0
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	21.9
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	21.2
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	21.2
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	20.6
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	19.9
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	19.8
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	19.6
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	19.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	19.6
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	18.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	17.8
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	17.7
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	17.6
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	17.2
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	15.8
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	15.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	15.6
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	15.5
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	15.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	15.3
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	14.8
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	14.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	13.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	13.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	13.0
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	12.3
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	12.2
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	12.0
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	11.8
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	11.5
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	11.0
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	11.0
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	10.8
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	10.5
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	9.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	8.2
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	8.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	7.9
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	7.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	7.3
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	6.9
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	6.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	6.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	6.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	5.5
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	5.5
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	3.8
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	2.6
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	2.5
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	2.3
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	1.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SHANK3 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2.46

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

4.7

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	34.2
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	30.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	25.8
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	25.5
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	19.1
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	19.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	15.7
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	15.7
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	14.4
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	14.2
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	13.7
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	12.9
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	12.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	12.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	11.8
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	11.5
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	11.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	11.2
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	10.5
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	9.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	9.4
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	9.4
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	9.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	8.9
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	8.8
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	8.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	8.2
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	8.1
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	8.0
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	7.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	7.6
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	7.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	7.4
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	7.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	7.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	7.3
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	7.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	7.2
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	7.2
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	7.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	6.9
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	6.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	6.9
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	6.8
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	6.8
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	6.8
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	6.7
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	6.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	6.3
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	6.2
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	6.2
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	6.2
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	6.2
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	6.1
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	6.1
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	6.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	5.9
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	5.9
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	5.9
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	5.9
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	5.9
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	5.8
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	5.6
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	5.6
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	5.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	5.4
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	5.3
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	5.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	5.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	5.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	5.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	5.1
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	5.1
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	5.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	5.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	5.0
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	5.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	5.0
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	5.0
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	5.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	4.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	4.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	4.9
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	4.8
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	4.8
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	4.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	4.8
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	4.8
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	4.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	4.7
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	4.7
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	4.6
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	4.6
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	4.6
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	4.6
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	4.5
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	4.5
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	4.5
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	4.5
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	4.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	4.4
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	4.4
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	4.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	4.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	4.4
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	4.4
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	4.4
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	4.3
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	4.3
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	4.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	4.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	4.3
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	4.3
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	4.2
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	4.2
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	4.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	4.1
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	4.1
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	4.1
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	4.1
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	4.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	4.0
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	4.0
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	4.0
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	4.0
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	4.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	4.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	3.9
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	3.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	3.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	3.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	3.9
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	3.8
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	3.8
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	3.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	3.8
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	3.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	3.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	3.8
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	3.8
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	3.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	3.7
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	3.7
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	3.7
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	3.7
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	3.6
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	3.6
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	3.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	3.6
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	3.6
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	3.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	3.6
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	3.6
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	3.6
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	3.6
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	3.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	3.4
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	3.3
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	3.3
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	3.3
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	3.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	3.3
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	3.3
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	3.3
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	3.3
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	3.2
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	3.2
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	3.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	3.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	3.2
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	3.2
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	3.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	3.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	3.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	3.2
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	3.2
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	3.1
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	3.1
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	3.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	3.1
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	3.1
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	3.1
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	3.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	3.0
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	3.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	3.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	2.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	2.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	2.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	2.9
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	2.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	2.9
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	2.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	2.9
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	2.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	2.9
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	2.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	2.8
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	2.8
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	2.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	2.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	2.7
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	2.7
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	2.7
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	2.7
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	2.7
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	2.6
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	2.6
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	2.6
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	2.6
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	2.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	2.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	2.6
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	2.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	2.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	2.5
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	2.5
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	2.5
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	2.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	2.5
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	2.5
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	2.4
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	2.4
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	2.4
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	2.3
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	2.3
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	2.3
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	2.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	2.2
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	2.2
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	2.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	2.2
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	2.1
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	2.1
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	2.1
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	2.1
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	2.1
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	2.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	2.1
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	2.1
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	2.0
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	2.0
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	2.0
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	2.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	2.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	2.0
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	1.9
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	1.9
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	1.9
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	1.9
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	1.7
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	1.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	1.7
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	1.6
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	1.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	1.6
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	1.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	1.6
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	1.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	1.5
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	1.5
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	1.4
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	1.3
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	1.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	1.2
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	1.2
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	1.1
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	1.1
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	1.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.0
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	1.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	1.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	0.9
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	0.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	0.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	0.8
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	0.8
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	0.5
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	0.5
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	0.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0077490003	Tumor	1.2
CPT0088760003	Tumor	1.1
CPT0025350003	Tumor	1.0
CPT0010160003	Tumor	0.9
CPT0078830003	Tumor	0.8
CPT0065870003	Tumor	0.8
CPT0066470004	Tumor	0.8
CPT0006630003	Tumor	0.7
CPT0071150004	Tumor	0.7
CPT0092790003	Tumor	0.7
CPT0012080003	Tumor	0.7
CPT0088900003	Tumor	0.7
CPT0000870016	Tumor	0.6
CPT0012900004	Tumor	0.6
CPT0000780007	Tumor	0.6
CPT0086030003	Tumor	0.6
CPT0019990003	Tumor	0.6
CPT0063320003	Tumor	0.6
CPT0015910003	Tumor	0.6
CPT0089020003	Tumor	0.5
CPT0012370003	Tumor	0.5
CPT0092730003	Tumor	0.5
CPT0087040003	Tumor	0.5
CPT0006900003	Tumor	0.5
CPT0011240003	Tumor	0.5
CPT0078930003	Tumor	0.5
CPT0065930003	Tumor	0.5
CPT0015810003	Tumor	0.5
CPT0023690003	Tumor	0.5
CPT0078990003	Tumor	0.5
CPT0075720003	Tumor	0.5
CPT0065690003	Tumor	0.4
CPT0086870003	Tumor	0.4
CPT0009000003	Tumor	0.4
CPT0014370004	Tumor	0.4
CPT0017410003	Tumor	0.4
CPT0066480003	Tumor	0.4
CPT0077310003	Tumor	0.4
CPT0075560003	Tumor	0.3
CPT0006440003	Tumor	0.3
CPT0000640003	Tumor	0.3
CPT0079480003	Tumor	0.3
CPT0007860003	Tumor	0.3
CPT0088630003	Tumor	0.3
CPT0021240003	Tumor	0.3
CPT0001220008	Tumor	0.3
CPT0089460004	Tumor	0.3
CPT0092290003	Tumor	0.3
CPT0078510003	Tumor	0.2
CPT0081600003	Tumor	0.2
CPT0079230003	Tumor	0.2
CPT0012640003	Normal	0.2
CPT0065810003	Tumor	0.2
CPT0025290003	Tumor	0.2
CPT0065750003	Tumor	0.2
CPT0025580004	Tumor	0.2
CPT0079300001	Normal	0.2
CPT0026410003	Tumor	0.2
CPT0065450001	Normal	0.1
CPT0079380003	Tumor	0.1
CPT0081990003	Tumor	0.1
CPT0082010001	Normal	0.1
CPT0009080003	Normal	0.1
CPT0025170003	Tumor	0.1
CPT0020020001	Normal	0.1
CPT0069010001	Normal	0.1
CPT0024680001	Normal	0.1
CPT0012550003	Tumor	0.1
CPT0064370003	Tumor	0.1
CPT0069190001	Normal	0.1
CPT0001550001	Normal	0.1
CPT0006950001	Normal	0.0
CPT0012090003	Normal	0.0
CPT0077500001	Normal	0.0
CPT0025060001	Normal	0.0
CPT0069160003	Tumor	0.0
CPT0088480003	Tumor	0.0
CPT0009060003	Tumor	0.0
CPT0012770003	Normal	0.0
CPT0019130003	Tumor	0.0
CPT0019160001	Normal	0.0
CPT0085670003	Tumor	0.0
CPT0012290003	Normal	0.0
CPT0025230003	Tumor	0.0
CPT0089480003	Normal	0.0
CPT0012570003	Normal	0.0
CPT0066430001	Normal	0.0
CPT0010170001	Normal	0.0
CPT0077140001	Normal	0.0
CPT0086950003	Tumor	0.0
CPT0001230001	Normal	0.0
CPT0078530001	Normal	0.0
CPT0025920001	Normal	0.0
CPT0079270003	Tumor	0.0
CPT0025610001	Normal	0.0
CPT0092740003	Normal	0.0
CPT0007470001	Normal	0.0
CPT0078840001	Normal	0.0
CPT0075570001	Normal	0.0
CPT0079000001	Normal	0.0
CPT0088640003	Normal	0.0
CPT0025880003	Tumor	0.0
CPT0079510001	Normal	0.0
CPT0081620001	Normal	0.0
CPT0020130001	Normal	0.0
CPT0001190001	Normal	0.0
CPT0023710001	Normal	0.0
CPT0001510001	Normal	0.0
CPT0012920003	Normal	0.0
CPT0014160003	Tumor	-0.1
CPT0013790003	Normal	-0.1
CPT0014130001	Normal	-0.1
CPT0079410003	Tumor	-0.1
CPT0025110003	Tumor	-0.1
CPT0088780001	Normal	-0.1
CPT0088920001	Normal	-0.1
CPT0088970003	Tumor	-0.1
CPT0001500009	Tumor	-0.1
CPT0064400001	Normal	-0.1
CPT0001540009	Tumor	-0.1
CPT0088570001	Normal	-0.1
CPT0076350001	Normal	-0.1
CPT0009020003	Normal	-0.1
CPT0017450001	Normal	-0.1
CPT0006730001	Normal	-0.1
CPT0088710001	Normal	-0.1
CPT0000790001	Normal	-0.1
CPT0026420001	Normal	-0.1
CPT0002370001	Normal	-0.1
CPT0079430001	Normal	-0.1
CPT0078670001	Normal	-0.1
CPT0002350011	Tumor	-0.1
CPT0014350001	Normal	-0.1
CPT0007870001	Normal	-0.1
CPT0089040001	Normal	-0.2
CPT0066520001	Normal	-0.2
CPT0001350001	Normal	-0.2
CPT0007320003	Tumor	-0.2
CPT0006530001	Normal	-0.2
CPT0014470001	Normal	-0.2
CPT0086970003	Normal	-0.2
CPT0078940001	Normal	-0.2
CPT0088500001	Normal	-0.2
CPT0010110003	Tumor	-0.2
CPT0086890003	Normal	-0.2
CPT0092310003	Normal	-0.2
CPT0063330001	Normal	-0.2
CPT0000890001	Normal	-0.2
CPT0010120001	Normal	-0.2
CPT0001260009	Tumor	-0.2
CPT0092800003	Normal	-0.2
CPT0092160003	Tumor	-0.2
CPT0086830003	Normal	-0.2
CPT0075130003	Tumor	-0.2
CPT0077320001	Normal	-0.2
CPT0086360003	Tumor	-0.2
CPT0086370003	Normal	-0.2
CPT0063640001	Normal	-0.3
CPT0087050003	Normal	-0.3
CPT0023360001	Normal	-0.3
CPT0018250001	Normal	-0.3
CPT0077110003	Tumor	-0.3
CPT0015730003	Tumor	-0.3
CPT0012670003	Tumor	-0.3
CPT0065430003	Tumor	-0.3
CPT0086820003	Tumor	-0.3
CPT0000660001	Normal	-0.4
CPT0065820001	Normal	-0.4
CPT0088690003	Tumor	-0.4
CPT0092190003	Normal	-0.4
CPT0084590001	Normal	-0.4
CPT0075170001	Normal	-0.4
CPT0069000003	Tumor	-0.4
CPT0001270001	Normal	-0.4
CPT0012280003	Tumor	-0.4
CPT0001340003	Tumor	-0.4
CPT0024670003	Tumor	-0.5
CPT0081880003	Tumor	-0.5
CPT0020120003	Tumor	-0.6
CPT0063630003	Tumor	-0.6
CPT0014450004	Tumor	-0.6
CPT0079180003	Tumor	-0.7
CPT0025050003	Tumor	-0.7
CPT0017850003	Tumor	-0.7
CPT0001180009	Tumor	-0.7
CPT0002270011	Tumor	-0.8
CPT0078660003	Tumor	-0.8
CPT0076330003	Tumor	-0.8
CPT0088550004	Tumor	-0.8
CPT0023350003	Tumor	-0.9
CPT0011410003	Tumor	-1.0
CPT0012180003	Tumor	-1.2
CPT0084560003	Tumor	-1.2
CPT0078800003	Tumor	-1.6
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA003446
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