Expression of STON2 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

STON2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 0.4

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

2.0

Number of samples

Samples

Sample	Description	TPM
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	15.6
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	12.5
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	10.2
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	8.5
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	8.5
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	8.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	7.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	7.8
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	5.9
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	5.1
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	4.0
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	3.9
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	3.7
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	3.4
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	3.4
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	2.1
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	1.9
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	1.8
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	1.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	1.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	1.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	0.9
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	0.7
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	0.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.7
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	0.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	0.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	0.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	0.5
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	0.5
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	0.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	0.4
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	0.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	0.4
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	0.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	0.4
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	0.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	0.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	0.3
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	0.2
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	0.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	0.2
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	0.2
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	0.2
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	0.2
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	0.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	0.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	0.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	0.1
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	0.1
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	0.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	0.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	0.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	0.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	0.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	0.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	0.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	0.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	0.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	0.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	0.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	0.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

STON2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.72

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

10.1

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	56.1
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	51.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	41.9
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	40.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	38.2
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	37.6
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	34.1
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	32.8
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	32.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	32.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	32.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	31.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	30.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	29.5
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	29.2
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	28.8
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	28.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	27.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	26.7
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	26.5
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	26.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	26.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	26.1
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	26.1
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	25.7
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	25.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	25.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	25.4
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	25.0
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	24.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	24.1
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	24.0
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	23.9
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	23.5
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	23.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	23.4
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	23.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	23.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	23.0
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	22.7
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	22.1
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	22.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	21.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	21.3
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	20.7
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	20.5
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	20.5
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	20.1
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	20.0
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	19.8
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	19.4
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	19.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	18.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	18.8
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	18.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	18.5
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	18.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	18.3
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	18.3
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	18.1
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	18.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	18.1
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	17.9
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	17.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	17.8
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	17.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	17.7
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	17.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	17.4
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	17.3
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	17.2
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	17.1
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	17.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	17.0
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	16.9
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	16.8
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	16.8
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	16.8
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	16.7
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	16.7
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	16.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	16.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	16.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	16.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	16.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	16.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	16.5
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	16.4
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	16.4
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	16.3
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	16.2
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	15.8
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	15.8
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	15.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	15.7
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	15.7
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	15.6
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	15.6
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	15.6
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	15.5
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	15.4
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	15.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	15.3
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	15.3
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	15.3
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	15.2
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	15.2
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	15.1
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	15.1
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	14.8
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	14.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	14.8
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	14.8
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	14.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	14.7
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	14.7
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	14.7
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	14.7
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	14.6
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	14.5
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	14.4
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	14.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	14.3
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	14.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	14.0
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	13.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	13.8
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	13.8
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	13.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	13.7
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	13.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	13.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	13.5
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	13.5
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	13.5
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	13.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	13.4
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	13.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	13.3
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	13.3
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	13.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	13.2
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	13.1
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	13.1
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	13.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	13.0
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	13.0
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	12.9
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	12.9
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	12.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	12.9
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	12.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	12.8
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	12.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	12.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	12.7
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	12.7
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	12.7
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	12.6
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	12.5
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	12.5
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	12.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	12.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	12.2
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	12.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	12.2
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	12.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	12.1
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	12.0
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	12.0
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	12.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	12.0
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	11.9
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	11.8
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	11.8
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	11.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	11.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	11.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	11.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	11.7
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	11.6
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	11.6
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	11.6
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	11.5
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	11.5
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	11.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	11.4
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	11.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	11.3
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	11.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	11.3
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	11.3
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	11.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	11.1
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	11.1
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	11.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	11.0
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	10.9
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	10.9
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	10.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	10.8
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	10.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	10.7
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	10.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	10.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	10.7
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	10.6
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	10.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	10.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	10.6
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	10.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	10.5
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	10.5
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	10.5
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	10.5
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	10.4
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	10.4
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	10.0
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	10.0
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	10.0
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	10.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	9.9
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	9.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	9.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	9.8
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	9.7
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	9.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	9.6
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	9.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	9.5
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	9.4
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	9.4
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	9.4
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	9.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	9.4
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	9.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	9.3
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	9.3
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	9.3
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	9.2
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	9.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	9.2
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	9.2
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	9.2
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	9.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	9.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	9.1
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	9.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	9.1
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	9.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	9.0
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	9.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	9.0
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	8.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	8.9
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	8.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	8.8
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	8.8
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	8.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	8.7
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	8.6
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	8.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	8.6
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	8.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	8.5
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	8.5
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	8.5
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	8.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	8.5
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	8.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.5
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	8.4
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	8.4
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	8.3
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	8.3
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	8.3
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	8.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	8.2
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	8.1
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	8.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	8.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	8.0
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	8.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	8.0
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	8.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	7.9
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	7.9
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	7.9
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	7.8
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	7.8
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	7.8
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	7.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	7.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	7.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	7.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	7.7
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	7.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	7.7
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	7.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	7.6
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	7.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	7.6
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	7.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	7.5
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	7.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	7.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	7.4
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	7.4
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	7.4
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	7.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	7.3
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	7.3
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	7.3
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	7.3
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	7.3
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	7.2
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	7.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	7.1
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	7.0
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	6.9
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	6.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	6.9
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	6.9
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	6.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	6.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	6.8
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	6.8
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	6.8
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	6.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	6.7
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	6.7
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	6.7
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	6.7
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	6.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	6.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	6.5
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	6.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	6.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	6.3
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	6.3
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	6.3
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	6.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	6.2
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	6.2
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	6.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	6.1
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	6.1
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	6.1
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	6.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	6.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	5.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	5.9
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	5.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	5.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	5.8
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	5.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	5.7
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	5.7
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	5.7
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	5.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	5.6
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	5.5
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	5.5
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	5.5
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	5.4
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	5.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	5.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	5.4
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	5.3
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	5.3
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	5.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	5.2
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	5.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	5.2
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	5.1
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	5.1
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	5.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	5.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	5.0
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	5.0
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	5.0
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	4.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	4.9
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	4.9
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	4.8
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	4.8
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	4.7
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	4.7
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	4.7
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	4.6
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	4.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	4.5
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	4.4
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	4.3
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	4.3
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	4.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	4.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	4.1
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	4.1
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	4.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	4.0
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	4.0
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	4.0
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	3.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	3.9
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	3.9
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	3.9
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	3.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	3.8
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	3.8
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	3.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	3.8
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	3.8
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	3.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	3.7
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	3.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	3.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	3.6
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	3.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	3.6
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	3.6
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	3.6
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	3.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	3.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	3.4
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	3.4
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	3.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	3.4
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	3.3
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	3.3
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	3.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	3.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	3.2
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	3.1
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	3.1
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	3.1
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	3.0
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	3.0
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	2.9
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	2.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	2.9
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	2.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	2.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	2.8
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	2.8
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	2.8
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	2.7
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	2.7
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	2.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	2.6
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	2.6
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	2.6
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	2.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	2.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	2.5
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	2.4
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	2.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	2.3
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	2.3
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	2.3
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	2.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	2.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	2.2
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	2.2
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	2.1
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.1
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	2.0
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	2.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	2.0
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	1.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	1.9
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	1.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	1.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	1.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	1.9
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	1.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	1.8
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	1.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	1.7
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	1.7
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	1.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	1.7
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	1.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	1.6
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	1.6
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	1.6
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	1.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	1.5
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	1.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	1.4
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	1.4
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	1.3
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	1.2
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	1.2
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	1.1
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	1.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	1.0
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	0.9
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	0.9
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	0.9
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	0.8
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	0.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	0.8
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	0.7
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	0.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	0.7
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	0.7
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	0.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	0.7
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	0.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	0.6
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	0.5
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	0.5
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	0.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	0.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	0.3
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	0.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	0.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	0.1
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

STON2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 3.67

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

11.1

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	48.0
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	36.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	35.7
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	30.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	27.8
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	26.7
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	26.5
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	24.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	24.1
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	22.8
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	22.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	22.6
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	22.5
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	21.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	21.5
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	21.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	20.0
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	19.3
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	18.9
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	17.4
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	17.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	17.0
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	16.5
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	15.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	15.5
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	15.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	14.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	14.4
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	14.3
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	13.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	13.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	13.1
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	12.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	12.8
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	12.0
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	11.9
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	11.8
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	11.3
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	11.1
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	11.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	11.0
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	10.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	10.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	10.7
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	10.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	10.3
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	9.9
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	9.6
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	9.3
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	9.3
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	8.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	8.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	8.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	8.4
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	8.3
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	8.0
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	8.0
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	7.6
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	7.6
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	7.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	7.3
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	6.8
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	6.6
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	6.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	6.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	5.6
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	5.6
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	5.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	4.8
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	4.7
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	4.5
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	4.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	4.2
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	4.0
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	3.9
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	3.8
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	3.8
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	3.7
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	3.7
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	3.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	3.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	3.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	3.1
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	2.9
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	2.9
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	2.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	2.6
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	2.5
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	2.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	2.3
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	2.2
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	2.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	1.9
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	1.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	1.4
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	1.2
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	0.9
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	0.8
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	0.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	0.2
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

STON2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.21

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

11.6

Number of samples

282

Samples

Sample	Description	TPM
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	58.0
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	52.4
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	42.2
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	40.4
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	40.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	37.6
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	37.4
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	37.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	35.6
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	35.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	31.4
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	30.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	30.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	30.4
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	29.5
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	29.1
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	28.6
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	28.6
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	28.4
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	28.1
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	27.7
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	27.0
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	26.4
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	25.7
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	24.6
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	24.4
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	24.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	24.2
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	23.7
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	23.2
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	22.1
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	22.0
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	21.9
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	21.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	20.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	20.7
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	20.4
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	20.1
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	19.8
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	19.6
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	19.6
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	19.5
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	19.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	19.4
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	19.2
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	19.1
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	19.1
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	19.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	18.6
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	18.6
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	18.5
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	18.5
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	18.4
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	18.4
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	18.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	18.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	18.0
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	17.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	17.5
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	17.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	17.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	17.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	16.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	16.7
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	16.6
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	16.6
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	16.6
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	16.5
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	16.5
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	16.2
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	15.9
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	15.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	15.7
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	15.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	15.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	15.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	15.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	15.2
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	15.2
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	15.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	15.0
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	14.9
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	14.8
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	14.3
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	14.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	13.8
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	13.7
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	13.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	13.4
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	13.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	13.4
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	13.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	13.2
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	13.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	13.2
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	12.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	12.8
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	12.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	12.6
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	12.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	12.3
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	12.3
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	12.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	12.1
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	12.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	11.9
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	11.7
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	11.6
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	11.6
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	11.5
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	11.5
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	11.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	11.1
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	11.1
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	11.0
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	11.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	10.9
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	10.8
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	10.7
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	10.6
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	10.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	10.5
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	10.5
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	10.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	10.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	10.3
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	10.3
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	10.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	10.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	10.1
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	10.0
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	10.0
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	10.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	9.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	9.9
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	9.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	9.8
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	9.8
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	9.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.7
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	9.6
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	9.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	9.3
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	9.2
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	9.0
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	9.0
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	9.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	9.0
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	8.9
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	8.8
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	8.8
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	8.7
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	8.7
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	8.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	8.5
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	8.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	8.2
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	8.2
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	8.1
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	8.1
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	8.1
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	8.0
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	7.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	7.8
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	7.7
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	7.6
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	7.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	7.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	7.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	7.2
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	7.2
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	7.2
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	7.2
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	7.1
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	7.1
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	7.1
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	7.0
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	7.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	7.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	6.9
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	6.9
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	6.9
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	6.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	6.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	6.7
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	6.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	6.7
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	6.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	6.6
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	6.6
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	6.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	6.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	6.5
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	6.5
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	6.5
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	6.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	6.3
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	6.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	6.2
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	6.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	6.1
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	6.1
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	6.0
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	6.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	5.9
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	5.9
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	5.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	5.6
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	5.6
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	5.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	5.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	5.0
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	5.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	4.8
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	4.8
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	4.7
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	4.7
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	4.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	4.5
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	4.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	4.5
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	4.5
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	4.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	4.4
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	4.4
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	4.4
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	4.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	4.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	4.2
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	4.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	4.1
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	4.0
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	3.8
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	3.8
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	3.6
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	3.4
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	3.3
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	3.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	2.9
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	2.9
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	2.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	2.7
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	2.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	2.7
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	2.6
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	2.6
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	2.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	2.5
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	2.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	2.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	2.4
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	2.4
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	2.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	2.3
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	2.2
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	2.2
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	2.0
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	2.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	1.9
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	1.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	1.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	1.9
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	1.8
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	1.8
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	1.5
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	1.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	1.3
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	1.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.1
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	1.1
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	1.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	1.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	0.9
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	0.7
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	0.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	0.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	0.3
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	0.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	0.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 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
CPT0001340003	Tumor	1.4
CPT0019130003	Tumor	1.3
CPT0086030003	Tumor	0.9
CPT0014370004	Tumor	0.8
CPT0065430003	Tumor	0.8
CPT0081990003	Tumor	0.7
CPT0077110003	Tumor	0.7
CPT0064370003	Tumor	0.6
CPT0012900004	Tumor	0.6
CPT0001220008	Tumor	0.6
CPT0088970003	Tumor	0.6
CPT0078800003	Tumor	0.6
CPT0071150004	Tumor	0.5
CPT0015730003	Tumor	0.5
CPT0000780007	Tumor	0.5
CPT0000870016	Tumor	0.4
CPT0065870003	Tumor	0.4
CPT0076350001	Normal	0.4
CPT0065810003	Tumor	0.4
CPT0001500009	Tumor	0.4
CPT0078930003	Tumor	0.4
CPT0026410003	Tumor	0.4
CPT0088480003	Tumor	0.4
CPT0001350001	Normal	0.4
CPT0007860003	Tumor	0.4
CPT0088900003	Tumor	0.4
CPT0014450004	Tumor	0.4
CPT0006950001	Normal	0.3
CPT0092740003	Normal	0.3
CPT0001540009	Tumor	0.3
CPT0063320003	Tumor	0.3
CPT0077310003	Tumor	0.3
CPT0025580004	Tumor	0.3
CPT0006730001	Normal	0.3
CPT0088780001	Normal	0.3
CPT0012770003	Normal	0.3
CPT0025610001	Normal	0.3
CPT0014130001	Normal	0.3
CPT0006530001	Normal	0.3
CPT0023710001	Normal	0.3
CPT0089480003	Normal	0.3
CPT0012090003	Normal	0.3
CPT0011410003	Tumor	0.3
CPT0000790001	Normal	0.3
CPT0088710001	Normal	0.3
CPT0075720003	Tumor	0.3
CPT0088630003	Tumor	0.3
CPT0014350001	Normal	0.3
CPT0020020001	Normal	0.3
CPT0078670001	Normal	0.3
CPT0017450001	Normal	0.3
CPT0092310003	Normal	0.3
CPT0089040001	Normal	0.2
CPT0079270003	Tumor	0.2
CPT0084590001	Normal	0.2
CPT0079480003	Tumor	0.2
CPT0088920001	Normal	0.2
CPT0024670003	Tumor	0.2
CPT0078840001	Normal	0.2
CPT0079430001	Normal	0.2
CPT0077140001	Normal	0.2
CPT0081620001	Normal	0.2
CPT0069000003	Tumor	0.2
CPT0001270001	Normal	0.2
CPT0012570003	Normal	0.2
CPT0092800003	Normal	0.2
CPT0010170001	Normal	0.2
CPT0066520001	Normal	0.2
CPT0000660001	Normal	0.2
CPT0012290003	Normal	0.1
CPT0089460004	Tumor	0.1
CPT0077500001	Normal	0.1
CPT0065820001	Normal	0.1
CPT0087050003	Normal	0.1
CPT0000890001	Normal	0.1
CPT0077490003	Tumor	0.1
CPT0092160003	Tumor	0.1
CPT0088500001	Normal	0.1
CPT0078940001	Normal	0.1
CPT0082010001	Normal	0.1
CPT0001190001	Normal	0.1
CPT0063640001	Normal	0.1
CPT0006440003	Tumor	0.1
CPT0088760003	Tumor	0.1
CPT0026420001	Normal	0.1
CPT0025110003	Tumor	0.1
CPT0010160003	Tumor	0.1
CPT0011240003	Tumor	0.1
CPT0023690003	Tumor	0.1
CPT0088640003	Normal	0.1
CPT0025060001	Normal	0.0
CPT0007870001	Normal	0.0
CPT0012920003	Normal	0.0
CPT0077320001	Normal	0.0
CPT0086830003	Normal	0.0
CPT0075570001	Normal	0.0
CPT0012370003	Tumor	0.0
CPT0019160001	Normal	0.0
CPT0014160003	Tumor	0.0
CPT0069010001	Normal	0.0
CPT0081880003	Tumor	0.0
CPT0013790003	Normal	0.0
CPT0086370003	Normal	0.0
CPT0023360001	Normal	0.0
CPT0018250001	Normal	0.0
CPT0065690003	Tumor	0.0
CPT0064400001	Normal	0.0
CPT0065450001	Normal	0.0
CPT0007470001	Normal	0.0
CPT0001230001	Normal	0.0
CPT0079000001	Normal	0.0
CPT0086950003	Tumor	0.0
CPT0065930003	Tumor	0.0
CPT0088570001	Normal	0.0
CPT0092790003	Tumor	0.0
CPT0001550001	Normal	0.0
CPT0066430001	Normal	0.0
CPT0025350003	Tumor	0.0
CPT0086820003	Tumor	-0.1
CPT0002370001	Normal	-0.1
CPT0025170003	Tumor	-0.1
CPT0024680001	Normal	-0.1
CPT0006900003	Tumor	-0.1
CPT0078530001	Normal	-0.1
CPT0025290003	Tumor	-0.1
CPT0063330001	Normal	-0.1
CPT0014470001	Normal	-0.1
CPT0001510001	Normal	-0.1
CPT0025920001	Normal	-0.1
CPT0009080003	Normal	-0.1
CPT0006630003	Tumor	-0.1
CPT0012640003	Normal	-0.1
CPT0069190001	Normal	-0.1
CPT0001180009	Tumor	-0.1
CPT0079380003	Tumor	-0.2
CPT0009000003	Tumor	-0.2
CPT0087040003	Tumor	-0.2
CPT0020130001	Normal	-0.2
CPT0002350011	Tumor	-0.2
CPT0089020003	Tumor	-0.2
CPT0086970003	Normal	-0.2
CPT0010120001	Normal	-0.2
CPT0079510001	Normal	-0.2
CPT0092190003	Normal	-0.2
CPT0002270011	Tumor	-0.2
CPT0075170001	Normal	-0.2
CPT0066470004	Tumor	-0.3
CPT0012550003	Tumor	-0.3
CPT0079410003	Tumor	-0.3
CPT0078830003	Tumor	-0.3
CPT0079230003	Tumor	-0.3
CPT0009020003	Normal	-0.3
CPT0079300001	Normal	-0.3
CPT0086890003	Normal	-0.3
CPT0088690003	Tumor	-0.3
CPT0078510003	Tumor	-0.3
CPT0086870003	Tumor	-0.4
CPT0015910003	Tumor	-0.4
CPT0078990003	Tumor	-0.4
CPT0019990003	Tumor	-0.4
CPT0081600003	Tumor	-0.4
CPT0075560003	Tumor	-0.5
CPT0001260009	Tumor	-0.5
CPT0012280003	Tumor	-0.5
CPT0021240003	Tumor	-0.5
CPT0020120003	Tumor	-0.5
CPT0066480003	Tumor	-0.5
CPT0092290003	Tumor	-0.5
CPT0025880003	Tumor	-0.5
CPT0025230003	Tumor	-0.5
CPT0023350003	Tumor	-0.6
CPT0017410003	Tumor	-0.6
CPT0092730003	Tumor	-0.7
CPT0075130003	Tumor	-0.7
CPT0017850003	Tumor	-0.7
CPT0065750003	Tumor	-0.7
CPT0076330003	Tumor	-0.7
CPT0015810003	Tumor	-0.7
CPT0088550004	Tumor	-0.7
CPT0086360003	Tumor	-0.8
CPT0010110003	Tumor	-0.8
CPT0012080003	Tumor	-0.8
CPT0069160003	Tumor	-0.8
CPT0007320003	Tumor	-0.8
CPT0012670003	Tumor	-0.9
CPT0012180003	Tumor	-0.9
CPT0000640003	Tumor	-1.0
CPT0025050003	Tumor	-1.0
CPT0085670003	Tumor	-1.0
CPT0063630003	Tumor	-1.1
CPT0084560003	Tumor	-1.2
CPT0009060003	Tumor	-1.3
CPT0078660003	Tumor	-1.5
CPT0079180003	Tumor	-1.9
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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 HPA003086
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Adenocarcinoma, NOS
Adenocarcinoma, uncertain malignant potential