Expression of SYPL1 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

SYPL1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 85.82

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

102.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	243.2
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	196.7
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	191.1
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	186.3
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	165.6
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	161.3
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	145.1
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	144.9
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	141.6
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	139.2
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	138.9
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	137.9
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	136.5
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	135.4
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	135.1
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	132.9
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	130.8
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	124.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	124.0
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	119.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	116.5
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	110.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	109.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	109.5
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	106.9
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	106.3
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	105.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	104.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	102.0
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	101.4
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	97.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	96.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	94.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	93.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	93.7
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	93.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	91.5
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	88.7
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	86.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	85.5
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	85.5
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	84.9
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	84.7
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	84.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	82.5
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	77.9
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	74.1
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	72.7
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	72.0
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	70.2
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	67.2
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	66.6
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	62.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	62.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	59.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	58.2
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	56.3
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	56.3
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	52.2
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	51.2
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	49.6
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	48.5
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	44.6
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	34.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SYPL1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 75.84

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

91.4

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	356.2
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	344.0
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	206.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	189.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	187.0
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	178.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	171.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	170.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	168.6
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	166.8
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	165.0
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	163.4
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	162.1
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	162.0
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	162.0
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	161.9
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	160.1
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	157.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	156.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	156.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	155.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	155.0
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	154.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	154.1
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	153.6
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	152.9
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	152.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	152.0
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	151.2
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	150.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	148.8
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	148.2
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	148.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	147.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	146.9
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	146.0
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	145.9
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	144.9
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	143.7
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	143.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	142.9
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	142.9
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	142.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	141.8
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	141.6
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	140.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	139.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	137.9
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	137.6
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	137.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	136.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	136.8
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	136.7
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	136.1
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	135.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	135.7
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	135.3
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	134.6
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	134.5
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	134.2
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	133.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	133.8
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	133.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	133.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	132.1
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	131.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	131.5
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	130.7
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	130.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	130.3
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	130.1
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	130.1
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	130.1
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	129.2
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	128.7
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	128.6
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	128.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	127.7
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	127.3
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	127.1
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	127.1
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	126.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	126.4
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	126.4
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	125.7
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	125.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	125.3
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	124.5
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	124.3
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	124.3
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	124.0
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	123.9
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	123.6
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	123.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	123.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	123.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	122.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	122.5
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	121.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	121.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	121.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	121.6
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	121.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	121.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	121.5
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	120.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	120.3
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	120.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	120.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	119.7
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	119.4
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	119.2
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	119.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	118.7
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	118.6
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	118.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	118.1
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	118.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	118.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	118.0
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	117.8
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	117.5
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	117.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	117.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	116.8
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	116.7
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	116.3
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	116.2
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	115.9
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	115.7
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	115.6
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	115.6
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	115.5
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	115.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	115.2
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	115.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	115.1
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	115.0
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	114.8
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	114.6
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	114.3
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	113.9
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	113.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	113.7
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	113.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	113.5
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	113.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	113.3
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	113.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	112.6
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	112.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	112.3
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	112.1
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	112.0
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	111.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	111.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	111.5
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	111.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	111.3
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	111.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	111.0
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	110.6
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	110.5
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	110.5
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	110.4
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	110.0
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	109.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	109.4
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	109.4
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	109.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	108.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	108.6
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	108.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	108.4
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	108.0
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	108.0
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	107.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	107.4
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	107.3
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	107.2
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	106.9
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	106.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	106.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	106.5
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	106.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	106.5
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	106.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	106.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	106.0
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	105.3
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	105.2
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	105.2
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	105.2
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	104.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	104.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	104.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	103.8
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	103.7
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	103.6
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	103.5
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	103.5
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	103.3
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	103.2
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	103.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	103.0
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	102.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	102.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	102.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	102.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	102.3
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	102.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	102.0
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	101.6
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	101.1
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	100.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	100.6
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	100.2
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	100.2
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	100.1
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	99.8
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	99.8
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	98.6
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	98.5
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	98.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	98.0
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	97.8
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	97.4
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	97.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	97.2
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	97.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	96.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	96.3
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	96.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	95.5
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	95.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	94.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	94.5
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	94.5
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	94.5
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	94.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	94.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	93.9
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	93.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	93.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	93.4
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	93.2
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	93.1
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	92.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	92.2
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	91.8
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	91.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	91.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	91.0
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	90.9
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	90.8
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	90.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	90.5
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	90.2
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	90.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	90.0
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	89.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	89.9
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	89.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	89.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	89.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	89.1
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	88.9
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	88.7
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	88.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	88.5
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	88.4
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	88.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	87.6
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	87.4
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	87.2
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	87.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	87.2
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	86.8
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	86.7
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	86.7
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	86.6
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	86.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	86.1
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	86.0
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	85.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	85.7
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	85.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	85.4
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	85.2
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	85.2
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	85.1
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	84.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	83.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	83.9
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	83.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	83.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	83.4
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	83.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	83.2
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	83.1
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	82.9
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	82.9
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	82.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	82.9
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	82.8
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	82.8
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	82.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	82.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	82.7
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	82.6
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	81.7
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	81.7
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	81.6
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	81.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	81.2
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	81.2
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	81.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	80.9
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	80.9
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	80.4
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	80.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	80.3
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	80.2
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	80.0
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	79.9
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	79.8
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	79.3
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	79.3
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	79.3
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	79.1
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	78.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	78.3
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	78.1
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	78.1
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	78.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	77.7
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	77.5
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	77.0
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	76.8
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	76.8
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	76.7
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	76.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	76.4
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	76.0
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	75.7
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	75.7
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	75.5
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	75.4
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	75.3
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	75.2
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	75.1
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	74.8
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	74.7
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	73.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	73.8
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	73.5
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	73.5
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	73.4
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	73.4
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	73.4
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	72.9
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	72.2
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	72.1
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	71.9
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	71.8
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	71.3
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	70.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	70.4
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	69.8
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	69.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	68.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	68.7
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	68.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	68.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	68.4
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	68.1
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	68.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	67.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	67.7
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	67.7
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	67.2
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	66.9
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	66.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	66.6
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	66.5
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	66.5
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	66.4
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	66.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	66.0
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	65.6
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	65.6
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	65.3
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	65.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	64.9
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	64.8
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	64.6
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	64.5
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	64.4
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	63.8
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	63.6
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	63.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	62.6
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	62.6
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	62.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	61.9
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	61.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	61.1
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	60.8
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	60.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	60.7
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	59.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	59.7
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	59.3
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	59.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	59.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	59.0
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	58.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	58.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	57.3
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	55.8
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	55.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	55.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	54.9
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	54.3
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	54.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	54.1
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	53.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	53.5
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	53.5
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	53.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	53.2
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	53.0
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	52.9
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	52.1
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	51.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	50.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	50.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	50.3
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	50.0
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	49.9
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	49.8
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	49.6
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	49.5
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	49.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	49.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	48.2
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	48.2
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	47.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	47.2
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	47.1
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	46.8
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	46.5
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	46.5
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	45.9
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	45.6
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	45.2
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	44.7
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	43.9
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	43.8
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	43.8
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	43.7
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	43.5
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	43.3
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	42.9
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	42.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	41.8
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	41.6
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	41.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	41.3
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	41.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	41.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	40.5
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	40.4
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	39.5
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	38.6
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	38.1
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	38.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	37.9
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	37.7
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	37.5
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	37.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	37.0
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	36.6
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	36.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	35.8
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	35.0
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	34.9
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	34.7
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	33.0
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	32.8
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	32.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	32.0
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	31.5
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	31.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	30.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	29.9
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	29.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	29.0
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	28.6
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	28.3
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	28.2
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	28.1
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	26.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	26.4
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	26.0
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	25.5
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	25.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	24.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	23.5
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	23.5
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	23.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	23.0
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	21.1
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	20.2
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	18.5
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	14.8
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	13.1
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	11.8
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	11.3
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	11.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	8.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SYPL1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 98.82

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

111.7

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	234.8
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	234.5
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	232.7
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	178.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	176.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	176.1
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	168.2
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	164.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	158.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	156.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	156.6
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	155.0
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	154.7
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	148.5
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	142.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	142.7
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	142.0
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	140.3
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	139.8
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	139.2
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	139.2
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	138.8
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	135.3
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	134.5
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	133.9
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	133.0
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	132.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	131.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	129.2
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	126.7
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	125.9
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	125.7
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	125.1
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	124.0
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	122.7
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	121.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	120.7
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	119.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	119.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	117.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	117.5
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	117.4
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	114.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	112.2
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	111.2
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	110.8
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	109.9
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	108.7
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	108.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	108.1
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	107.4
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	105.3
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	104.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	103.8
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	102.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	102.6
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	102.6
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	102.4
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	101.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	100.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	99.3
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	99.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	98.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	98.6
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	97.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	96.3
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	95.7
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	92.9
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	91.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	90.4
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	88.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	88.2
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	87.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	87.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	85.0
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	84.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	84.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	82.3
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	82.1
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	81.7
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	80.5
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	80.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	79.8
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	78.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	75.4
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	74.3
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	73.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	72.8
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	72.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	71.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	70.8
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	64.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	64.2
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	62.7
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	55.1
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	54.3
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	52.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	44.3
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	40.7
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	40.7
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SYPL1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 66.05

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

84.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	436.0
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	364.5
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	297.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	260.2
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	197.2
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	193.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	182.0
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	173.3
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	172.5
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	169.2
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	163.7
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	163.1
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	159.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	158.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	157.2
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	151.2
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	149.7
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	148.7
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	147.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	146.5
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	143.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	143.4
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	142.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	142.6
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	142.1
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	139.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	139.3
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	138.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	136.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	135.0
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	133.9
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	133.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	132.8
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	132.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	130.3
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	129.5
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	126.4
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	126.3
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	126.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	126.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	124.0
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	121.2
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	121.0
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	119.1
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	118.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	117.3
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	116.7
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	115.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	115.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	115.1
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	115.1
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	114.3
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	113.8
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	113.8
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	113.1
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	112.8
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	110.9
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	110.8
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	109.8
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	108.8
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	108.3
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	108.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	108.2
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	108.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	107.1
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	105.9
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	105.8
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	105.7
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	105.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	105.4
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	104.9
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	104.4
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	102.8
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	102.6
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	102.2
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	101.9
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	101.2
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	100.5
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	100.4
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	99.8
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	98.9
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	98.5
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	96.9
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	96.4
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	96.1
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	96.1
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	95.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	95.4
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	95.3
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	95.2
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	94.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	94.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	94.0
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	94.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	93.7
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	93.7
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	93.1
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	92.8
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	92.7
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	92.7
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	92.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	92.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	91.7
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	91.7
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	91.4
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	90.7
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	90.4
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	90.2
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	90.2
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	90.2
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	89.9
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	89.5
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	88.6
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	88.4
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	88.3
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	88.1
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	88.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	87.6
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	87.2
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	87.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	86.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	86.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	85.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	85.8
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	85.7
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	85.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	84.9
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	84.8
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	84.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	84.1
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	84.1
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	84.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	83.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	82.2
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	81.8
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	81.1
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	80.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	80.7
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	80.7
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	80.6
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	80.2
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	79.0
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	78.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	78.3
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	78.1
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	78.1
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	77.5
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	76.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	75.3
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	75.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	74.4
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	74.0
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	73.0
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	72.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	70.8
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	70.4
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	70.3
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	70.2
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	70.1
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	69.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	68.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	68.6
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	68.4
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	67.5
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	67.2
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	67.2
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	66.4
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	66.2
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	66.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	66.0
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	65.9
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	65.4
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	65.1
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	64.7
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	64.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	64.1
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	63.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	63.2
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	62.6
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	62.5
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	62.1
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	61.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	60.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	60.8
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	60.6
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	60.4
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	60.4
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	59.8
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	59.6
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	59.5
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	59.5
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	59.4
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	59.3
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	59.1
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	59.1
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	58.3
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	57.4
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	57.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	57.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	56.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	55.9
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	55.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	55.2
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	54.8
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	54.6
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	54.5
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	54.4
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	54.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	53.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	53.3
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	53.1
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	52.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	52.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	51.9
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	51.2
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	50.7
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	50.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	50.3
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	50.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	50.0
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	49.7
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	49.7
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	49.4
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	48.9
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	48.3
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	48.3
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	48.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	48.0
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	46.9
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	46.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	46.6
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	46.3
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	46.2
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	45.4
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	45.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	44.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	44.8
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	42.4
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	42.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	42.2
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	41.3
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	41.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	40.6
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	39.4
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	38.9
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	38.8
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	38.5
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	38.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	37.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	37.3
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	37.3
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	37.0
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	36.8
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	36.5
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	35.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	35.0
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	33.5
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	32.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	32.5
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	32.4
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	32.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	31.9
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	31.4
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	30.4
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	30.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	29.3
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	29.3
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	28.3
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	28.0
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	26.8
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	25.9
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	25.3
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	24.1
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	23.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	22.0
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	21.7
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	21.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	20.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	19.5
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	18.8
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	18.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	12.3
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0014450004	Tumor	1.0
CPT0079180003	Tumor	0.9
CPT0086950003	Tumor	0.7
CPT0025110003	Tumor	0.7
CPT0078660003	Tumor	0.7
CPT0002350011	Tumor	0.6
CPT0026420001	Normal	0.6
CPT0017450001	Normal	0.6
CPT0077310003	Tumor	0.4
CPT0019130003	Tumor	0.4
CPT0001500009	Tumor	0.4
CPT0065450001	Normal	0.3
CPT0023690003	Tumor	0.3
CPT0007470001	Normal	0.3
CPT0012900004	Tumor	0.3
CPT0082010001	Normal	0.3
CPT0066520001	Normal	0.3
CPT0001550001	Normal	0.3
CPT0064370003	Tumor	0.3
CPT0000790001	Normal	0.3
CPT0079300001	Normal	0.3
CPT0006950001	Normal	0.3
CPT0007320003	Tumor	0.3
CPT0087040003	Tumor	0.3
CPT0092310003	Normal	0.2
CPT0089480003	Normal	0.2
CPT0001190001	Normal	0.2
CPT0007870001	Normal	0.2
CPT0025060001	Normal	0.2
CPT0088640003	Normal	0.2
CPT0069010001	Normal	0.2
CPT0001230001	Normal	0.2
CPT0011410003	Tumor	0.2
CPT0012640003	Normal	0.2
CPT0088920001	Normal	0.2
CPT0092800003	Normal	0.2
CPT0012280003	Tumor	0.2
CPT0001350001	Normal	0.2
CPT0020020001	Normal	0.2
CPT0079430001	Normal	0.2
CPT0025880003	Tumor	0.2
CPT0065750003	Tumor	0.2
CPT0063320003	Tumor	0.2
CPT0092290003	Tumor	0.2
CPT0085670003	Tumor	0.2
CPT0089020003	Tumor	0.2
CPT0078930003	Tumor	0.2
CPT0014350001	Normal	0.2
CPT0087050003	Normal	0.2
CPT0025920001	Normal	0.2
CPT0025230003	Tumor	0.2
CPT0010160003	Tumor	0.2
CPT0002370001	Normal	0.2
CPT0023360001	Normal	0.2
CPT0018250001	Normal	0.2
CPT0017410003	Tumor	0.2
CPT0078940001	Normal	0.2
CPT0025350003	Tumor	0.2
CPT0075560003	Tumor	0.2
CPT0088710001	Normal	0.2
CPT0066430001	Normal	0.2
CPT0092740003	Normal	0.2
CPT0012770003	Normal	0.2
CPT0086890003	Normal	0.1
CPT0012090003	Normal	0.1
CPT0079510001	Normal	0.1
CPT0001510001	Normal	0.1
CPT0086370003	Normal	0.1
CPT0019160001	Normal	0.1
CPT0006530001	Normal	0.1
CPT0006730001	Normal	0.1
CPT0063330001	Normal	0.1
CPT0077140001	Normal	0.1
CPT0015810003	Tumor	0.1
CPT0066480003	Tumor	0.1
CPT0079270003	Tumor	0.1
CPT0081620001	Normal	0.1
CPT0063630003	Tumor	0.1
CPT0014130001	Normal	0.1
CPT0000660001	Normal	0.1
CPT0078840001	Normal	0.1
CPT0023350003	Tumor	0.1
CPT0077500001	Normal	0.1
CPT0063640001	Normal	0.1
CPT0006440003	Tumor	0.1
CPT0077490003	Tumor	0.1
CPT0079230003	Tumor	0.1
CPT0078670001	Normal	0.1
CPT0088780001	Normal	0.1
CPT0012550003	Tumor	0.1
CPT0012290003	Normal	0.1
CPT0012080003	Tumor	0.1
CPT0065930003	Tumor	0.1
CPT0025610001	Normal	0.0
CPT0079410003	Tumor	0.0
CPT0092790003	Tumor	0.0
CPT0020130001	Normal	0.0
CPT0075170001	Normal	0.0
CPT0013790003	Normal	0.0
CPT0006630003	Tumor	0.0
CPT0065690003	Tumor	0.0
CPT0084590001	Normal	0.0
CPT0065820001	Normal	0.0
CPT0088900003	Tumor	0.0
CPT0089040001	Normal	0.0
CPT0088500001	Normal	0.0
CPT0009080003	Normal	0.0
CPT0081600003	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0010170001	Normal	0.0
CPT0078530001	Normal	0.0
CPT0021240003	Tumor	0.0
CPT0024680001	Normal	0.0
CPT0025170003	Tumor	0.0
CPT0088570001	Normal	0.0
CPT0092160003	Tumor	0.0
CPT0079380003	Tumor	0.0
CPT0023710001	Normal	0.0
CPT0002270011	Tumor	0.0
CPT0089460004	Tumor	0.0
CPT0079000001	Normal	0.0
CPT0075720003	Tumor	0.0
CPT0014470001	Normal	0.0
CPT0086830003	Normal	0.0
CPT0078830003	Tumor	0.0
CPT0078800003	Tumor	0.0
CPT0012570003	Normal	0.0
CPT0000890001	Normal	0.0
CPT0076350001	Normal	0.0
CPT0088690003	Tumor	0.0
CPT0000780007	Tumor	0.0
CPT0000640003	Tumor	0.0
CPT0064400001	Normal	-0.1
CPT0088760003	Tumor	-0.1
CPT0092190003	Normal	-0.1
CPT0066470004	Tumor	-0.1
CPT0069190001	Normal	-0.1
CPT0081990003	Tumor	-0.1
CPT0025050003	Tumor	-0.1
CPT0006900003	Tumor	-0.1
CPT0088480003	Tumor	-0.1
CPT0078510003	Tumor	-0.1
CPT0069000003	Tumor	-0.1
CPT0075130003	Tumor	-0.1
CPT0086970003	Normal	-0.1
CPT0086820003	Tumor	-0.1
CPT0012920003	Normal	-0.1
CPT0077110003	Tumor	-0.1
CPT0092730003	Tumor	-0.1
CPT0007860003	Tumor	-0.1
CPT0065870003	Tumor	-0.1
CPT0009020003	Normal	-0.1
CPT0086030003	Tumor	-0.2
CPT0077320001	Normal	-0.2
CPT0075570001	Normal	-0.2
CPT0001270001	Normal	-0.2
CPT0088630003	Tumor	-0.2
CPT0001220008	Tumor	-0.2
CPT0010120001	Normal	-0.2
CPT0014160003	Tumor	-0.2
CPT0086360003	Tumor	-0.2
CPT0019990003	Tumor	-0.2
CPT0024670003	Tumor	-0.2
CPT0011240003	Tumor	-0.2
CPT0026410003	Tumor	-0.2
CPT0065810003	Tumor	-0.2
CPT0015730003	Tumor	-0.3
CPT0012370003	Tumor	-0.3
CPT0065430003	Tumor	-0.3
CPT0015910003	Tumor	-0.3
CPT0001340003	Tumor	-0.3
CPT0071150004	Tumor	-0.3
CPT0025290003	Tumor	-0.3
CPT0009000003	Tumor	-0.3
CPT0000870016	Tumor	-0.3
CPT0020120003	Tumor	-0.3
CPT0076330003	Tumor	-0.3
CPT0001180009	Tumor	-0.3
CPT0069160003	Tumor	-0.3
CPT0010110003	Tumor	-0.4
CPT0014370004	Tumor	-0.4
CPT0012670003	Tumor	-0.4
CPT0088970003	Tumor	-0.4
CPT0086870003	Tumor	-0.4
CPT0017850003	Tumor	-0.4
CPT0009060003	Tumor	-0.5
CPT0001260009	Tumor	-0.5
CPT0001540009	Tumor	-0.5
CPT0025580004	Tumor	-0.5
CPT0081880003	Tumor	-0.5
CPT0012180003	Tumor	-0.6
CPT0084560003	Tumor	-0.7
CPT0078990003	Tumor	-0.7
CPT0088550004	Tumor	-0.7
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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 HPA014141
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