Expression of SAP30L 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

SAP30L is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5.45

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

6.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	17.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	15.6
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	12.2
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	12.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	11.8
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	10.9
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	10.7
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	10.2
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	9.9
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	9.9
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	9.5
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	9.4
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	9.3
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	9.2
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	8.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	8.3
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	8.3
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	8.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	8.2
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	8.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	8.1
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	8.1
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	8.1
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	7.8
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	7.5
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	7.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	7.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	6.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	6.8
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	6.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	6.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	6.5
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	6.5
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	6.0
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	5.8
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	5.5
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	5.4
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	5.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	4.9
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	4.8
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	4.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	4.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	4.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	4.7
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	4.3
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	4.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	4.2
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	4.2
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	4.1
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	4.1
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	3.9
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	3.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	3.8
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	3.8
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	3.7
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	3.6
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	3.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	3.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	2.9
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	2.5
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	1.9
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	1.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	1.8
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	1.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SAP30L is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.76

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

9.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	27.0
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	24.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	24.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	23.7
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	23.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	22.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	22.6
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	22.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	22.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	21.5
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	20.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	20.7
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	20.6
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	20.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	20.5
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	20.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	20.3
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	20.1
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	20.1
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	20.0
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	19.9
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	19.8
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	19.5
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	19.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	19.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	19.3
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	19.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	19.0
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	19.0
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	19.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	18.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	18.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	18.4
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	18.4
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	18.3
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	18.2
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	18.2
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	18.1
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	18.0
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	17.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	17.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	17.4
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	17.4
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	17.3
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	17.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	17.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	17.0
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	17.0
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	17.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	16.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	16.9
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	16.9
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	16.8
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	16.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	16.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	16.6
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	16.6
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	16.5
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	16.5
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	16.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	16.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	16.3
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	16.3
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	16.2
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	16.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	16.2
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	16.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	16.1
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	16.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	15.9
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	15.9
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	15.8
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	15.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	15.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	15.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	15.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	15.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	15.5
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	15.5
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	15.4
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	15.4
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	15.3
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	15.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	15.2
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	15.1
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	15.0
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	15.0
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	14.9
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	14.9
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	14.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	14.8
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	14.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	14.8
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	14.8
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	14.7
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	14.7
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	14.7
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	14.7
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	14.6
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	14.6
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	14.6
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	14.6
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	14.5
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	14.5
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	14.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	14.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	14.5
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	14.4
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	14.3
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	14.3
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	14.2
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	14.2
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	14.1
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	14.1
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	14.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	13.9
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	13.9
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	13.8
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	13.8
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	13.8
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	13.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	13.7
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	13.7
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	13.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	13.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	13.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	13.5
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	13.5
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	13.4
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	13.3
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	13.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	13.3
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	13.3
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	13.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	13.2
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	13.2
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	13.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	13.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	13.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	12.9
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	12.9
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	12.9
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	12.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	12.8
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	12.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	12.7
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	12.7
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	12.7
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	12.7
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	12.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	12.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	12.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	12.6
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	12.5
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	12.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	12.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	12.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	12.5
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	12.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	12.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	12.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	12.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	12.4
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	12.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	12.4
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	12.3
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	12.3
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	12.2
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	12.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	12.1
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	12.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	12.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	12.1
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	12.0
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	12.0
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	11.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	11.9
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	11.9
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	11.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	11.8
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	11.8
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	11.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	11.8
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	11.8
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	11.8
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	11.7
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	11.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	11.7
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	11.7
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	11.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	11.6
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	11.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	11.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	11.5
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	11.5
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	11.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	11.5
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	11.5
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	11.5
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	11.5
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	11.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	11.4
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	11.4
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	11.4
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	11.4
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	11.3
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	11.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	11.3
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	11.2
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	11.2
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	11.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	11.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	11.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	11.1
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	11.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	11.0
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	10.9
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	10.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	10.9
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	10.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	10.8
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	10.8
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	10.7
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	10.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	10.6
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	10.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	10.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	10.6
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	10.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	10.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	10.4
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	10.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	10.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	10.2
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	10.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	10.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	10.0
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	9.9
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	9.9
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	9.8
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	9.8
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	9.8
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	9.7
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	9.7
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	9.7
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	9.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	9.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	9.6
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	9.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	9.5
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	9.4
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	9.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	9.4
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	9.4
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	9.4
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	9.3
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	9.3
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	9.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	9.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	9.2
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	9.1
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	9.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	9.1
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	9.1
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	9.0
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	9.0
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	9.0
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	9.0
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	9.0
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	9.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	8.9
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	8.9
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	8.9
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	8.9
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	8.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	8.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	8.8
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	8.8
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	8.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	8.7
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	8.7
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	8.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	8.6
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	8.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	8.6
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	8.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	8.6
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	8.5
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	8.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	8.5
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	8.5
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	8.5
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	8.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	8.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	8.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	8.4
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	8.4
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	8.4
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	8.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	8.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	8.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	8.2
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	8.2
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	8.2
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	8.2
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	8.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	8.2
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	8.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	8.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	8.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	7.9
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	7.9
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	7.9
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	7.8
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	7.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	7.8
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	7.7
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	7.7
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	7.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	7.7
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	7.7
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	7.7
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	7.6
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	7.6
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	7.6
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	7.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	7.5
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	7.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	7.4
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	7.4
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	7.4
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	7.4
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	7.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	7.3
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	7.3
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	7.3
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	7.2
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	7.2
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	7.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	7.2
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	7.2
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	7.1
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	7.0
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	7.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	7.0
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	7.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	7.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	6.9
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	6.9
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	6.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	6.9
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	6.9
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	6.9
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	6.8
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	6.8
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	6.8
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	6.8
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	6.8
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	6.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	6.8
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	6.8
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	6.7
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	6.7
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	6.7
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	6.7
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	6.6
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	6.6
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	6.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	6.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	6.6
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	6.6
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	6.5
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	6.5
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	6.4
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	6.4
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	6.4
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	6.4
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	6.3
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	6.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	6.3
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	6.2
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	6.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	6.2
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	6.2
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	6.2
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	6.1
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	6.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	6.1
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	6.0
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	6.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	5.9
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	5.9
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	5.8
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	5.8
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	5.8
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	5.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	5.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	5.8
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	5.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	5.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	5.6
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	5.6
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	5.6
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	5.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	5.5
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	5.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	5.4
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	5.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	5.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	5.3
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	5.3
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	5.3
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	5.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	5.3
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	5.3
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	5.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	5.3
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	5.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	5.2
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	5.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	5.1
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	5.1
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	5.1
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	5.1
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	5.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	5.1
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	5.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	5.0
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	5.0
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	5.0
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	5.0
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	5.0
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	5.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	4.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	4.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	4.8
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	4.8
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	4.8
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	4.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	4.8
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	4.8
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	4.7
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	4.7
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	4.7
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	4.7
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	4.6
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	4.6
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	4.6
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	4.6
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	4.5
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	4.5
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	4.4
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	4.3
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	4.3
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	4.3
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	4.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	4.2
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	4.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	4.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	4.0
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	4.0
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	3.9
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	3.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	3.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	3.9
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	3.8
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	3.8
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	3.8
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	3.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	3.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	3.7
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	3.6
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	3.6
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	3.5
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	3.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	3.5
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	3.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	3.4
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	3.4
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	3.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	3.3
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	3.3
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	3.3
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	3.2
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	3.2
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	3.2
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	3.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	3.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	3.0
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	3.0
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	2.9
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	2.9
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	2.8
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	2.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	2.8
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	2.8
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	2.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	2.7
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	2.6
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	2.6
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	2.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	2.4
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	2.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	2.3
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	2.3
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	2.2
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	2.2
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	2.1
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	2.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	1.9
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	1.8
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	1.8
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	1.8
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	1.8
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	1.7
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	1.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	1.1
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	0.9
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	0.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SAP30L is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.11

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

13.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	29.3
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	28.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	24.3
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	23.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	23.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	23.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	22.2
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	21.7
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	21.0
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	21.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	20.9
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	20.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	20.3
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	20.0
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	19.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	19.5
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	19.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	19.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	19.0
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	18.6
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	18.5
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	18.5
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	18.1
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	17.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	17.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	16.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	16.5
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	16.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	16.3
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	16.2
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	15.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	15.8
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	15.2
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	15.1
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	14.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	14.6
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	14.6
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	14.5
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	14.4
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	14.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	14.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	14.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	13.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	13.6
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	13.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	13.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	12.6
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	12.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	12.4
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	12.1
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	12.0
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	11.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	11.5
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	11.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	11.5
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	11.4
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	11.4
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	11.3
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	11.1
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	11.1
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	10.9
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	10.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	10.7
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	10.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	10.4
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	10.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	10.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	10.1
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	9.9
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	9.7
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	9.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	9.5
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	9.4
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	9.3
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	9.0
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	8.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	8.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	8.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	7.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	7.9
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	7.8
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	7.7
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	7.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	7.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	7.1
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	7.0
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	6.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	6.3
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	6.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	6.2
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	6.1
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	5.7
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	5.6
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	5.0
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	3.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	3.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	3.4
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	3.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	3.3
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	3.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SAP30L is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.69

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

6.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	24.4
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	22.7
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	18.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	18.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	18.0
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	16.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	16.5
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	16.5
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	16.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	15.2
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	14.7
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	14.6
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	14.3
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	14.2
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	14.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	14.1
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	14.0
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	14.0
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	13.7
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	13.7
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	13.3
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	13.2
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	13.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	12.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	12.6
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	12.5
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	12.4
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	12.0
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	11.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	11.9
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	11.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	11.8
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	11.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	11.7
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	11.2
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	11.0
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	10.7
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	10.5
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	10.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	10.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	10.0
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	10.0
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	9.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	9.9
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	9.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	9.7
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	9.7
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	9.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	9.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	9.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	9.0
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	8.9
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	8.9
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	8.9
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	8.8
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	8.7
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	8.7
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	8.6
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	8.5
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	8.4
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	8.4
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	8.3
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	8.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	8.3
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	8.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	8.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	8.0
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	7.7
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	7.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	7.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	7.7
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	7.6
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	7.6
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	7.5
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	7.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	7.4
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	7.4
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	7.4
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	7.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	7.3
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	7.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	7.1
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	7.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	7.0
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	7.0
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	7.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	6.9
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	6.9
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	6.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	6.9
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	6.8
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	6.8
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	6.7
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	6.7
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	6.7
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	6.6
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	6.6
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	6.6
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	6.5
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	6.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	6.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	6.4
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	6.2
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	6.2
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	6.2
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	6.1
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	6.1
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	6.1
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	6.1
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	6.1
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	6.1
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	6.1
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	6.0
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	6.0
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	6.0
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	5.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	5.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	5.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	5.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	5.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	5.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	5.7
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	5.7
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	5.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	5.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	5.6
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	5.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	5.5
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	5.5
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	5.5
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	5.5
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	5.4
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	5.4
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	5.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	5.4
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	5.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	5.2
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	5.2
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	5.2
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	5.2
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	5.2
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	5.2
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	5.1
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	5.1
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	5.1
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	5.1
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	5.0
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	5.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	5.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	4.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	4.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	4.8
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	4.8
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	4.8
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	4.8
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	4.8
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	4.7
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	4.6
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	4.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	4.6
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	4.6
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	4.5
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	4.5
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	4.4
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	4.4
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	4.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	4.4
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	4.4
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	4.3
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	4.3
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	4.3
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	4.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	4.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	4.2
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	4.2
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	4.2
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	4.2
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	4.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	4.1
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	4.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	4.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	4.0
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	4.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	4.0
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	4.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	4.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	3.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	3.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	3.9
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	3.8
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	3.8
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	3.8
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	3.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	3.8
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	3.7
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	3.7
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	3.7
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	3.7
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	3.7
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	3.7
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	3.7
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	3.6
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	3.6
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	3.6
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	3.5
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	3.5
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	3.5
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	3.5
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	3.5
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	3.4
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	3.4
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	3.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	3.4
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	3.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	3.4
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	3.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	3.3
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	3.3
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	3.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	3.3
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	3.3
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	3.3
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	3.3
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	3.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	3.2
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	3.2
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	3.2
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	3.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	3.1
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	3.1
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	3.0
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	2.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	2.8
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	2.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	2.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	2.8
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	2.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	2.8
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	2.7
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	2.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	2.7
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	2.6
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	2.5
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	2.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	2.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	2.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	2.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	2.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	2.2
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	2.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	2.2
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	2.2
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	2.1
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	2.1
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	2.1
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	2.1
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	2.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	2.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	2.0
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	1.9
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	1.9
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	1.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	1.9
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	1.8
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	1.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	1.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	1.7
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	1.6
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	1.5
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	1.5
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.5
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	1.4
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	1.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	1.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	0.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	0.8
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	0.7
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	0.5
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0012640003	Normal	0.7
CPT0006440003	Tumor	0.6
CPT0079300001	Normal	0.6
CPT0084590001	Normal	0.5
CPT0014370004	Tumor	0.5
CPT0092190003	Normal	0.5
CPT0010110003	Tumor	0.5
CPT0017410003	Tumor	0.5
CPT0077320001	Normal	0.4
CPT0088550004	Tumor	0.4
CPT0078990003	Tumor	0.4
CPT0001230001	Normal	0.4
CPT0001270001	Normal	0.4
CPT0024680001	Normal	0.4
CPT0079510001	Normal	0.4
CPT0010120001	Normal	0.4
CPT0009020003	Normal	0.4
CPT0001510001	Normal	0.4
CPT0069190001	Normal	0.4
CPT0002370001	Normal	0.4
CPT0075170001	Normal	0.4
CPT0000660001	Normal	0.4
CPT0065690003	Tumor	0.4
CPT0009060003	Tumor	0.4
CPT0007870001	Normal	0.3
CPT0009080003	Normal	0.3
CPT0075570001	Normal	0.3
CPT0020130001	Normal	0.3
CPT0006730001	Normal	0.3
CPT0017450001	Normal	0.3
CPT0079180003	Tumor	0.3
CPT0079000001	Normal	0.3
CPT0012920003	Normal	0.3
CPT0063640001	Normal	0.3
CPT0078940001	Normal	0.3
CPT0014470001	Normal	0.3
CPT0011240003	Tumor	0.3
CPT0092310003	Normal	0.3
CPT0025920001	Normal	0.3
CPT0014130001	Normal	0.3
CPT0065820001	Normal	0.3
CPT0088640003	Normal	0.3
CPT0078670001	Normal	0.3
CPT0064400001	Normal	0.3
CPT0086830003	Normal	0.3
CPT0006530001	Normal	0.3
CPT0001550001	Normal	0.2
CPT0066520001	Normal	0.2
CPT0081990003	Tumor	0.2
CPT0025610001	Normal	0.2
CPT0025060001	Normal	0.2
CPT0012770003	Normal	0.2
CPT0092740003	Normal	0.2
CPT0078660003	Tumor	0.2
CPT0085670003	Tumor	0.2
CPT0086370003	Normal	0.2
CPT0088780001	Normal	0.2
CPT0010170001	Normal	0.2
CPT0081620001	Normal	0.2
CPT0001540009	Tumor	0.2
CPT0088760003	Tumor	0.2
CPT0001350001	Normal	0.2
CPT0089480003	Normal	0.2
CPT0007470001	Normal	0.2
CPT0086890003	Normal	0.2
CPT0088570001	Normal	0.2
CPT0023710001	Normal	0.2
CPT0078530001	Normal	0.2
CPT0075720003	Tumor	0.2
CPT0020020001	Normal	0.2
CPT0012290003	Normal	0.2
CPT0077500001	Normal	0.2
CPT0063330001	Normal	0.2
CPT0069010001	Normal	0.2
CPT0012570003	Normal	0.2
CPT0014350001	Normal	0.2
CPT0077110003	Tumor	0.2
CPT0025580004	Tumor	0.2
CPT0015910003	Tumor	0.2
CPT0079430001	Normal	0.2
CPT0013790003	Normal	0.2
CPT0026410003	Tumor	0.1
CPT0023360001	Normal	0.1
CPT0012090003	Normal	0.1
CPT0082010001	Normal	0.1
CPT0025350003	Tumor	0.1
CPT0014450004	Tumor	0.1
CPT0087050003	Normal	0.1
CPT0088920001	Normal	0.1
CPT0018250001	Normal	0.1
CPT0078840001	Normal	0.1
CPT0065870003	Tumor	0.1
CPT0071150004	Tumor	0.1
CPT0086970003	Normal	0.1
CPT0088900003	Tumor	0.1
CPT0088710001	Normal	0.1
CPT0019160001	Normal	0.1
CPT0012180003	Tumor	0.1
CPT0088630003	Tumor	0.1
CPT0065450001	Normal	0.1
CPT0092800003	Normal	0.1
CPT0012900004	Tumor	0.1
CPT0000790001	Normal	0.1
CPT0065430003	Tumor	0.1
CPT0088970003	Tumor	0.0
CPT0077140001	Normal	0.0
CPT0077490003	Tumor	0.0
CPT0000890001	Normal	0.0
CPT0026420001	Normal	0.0
CPT0006950001	Normal	0.0
CPT0000780007	Tumor	0.0
CPT0088500001	Normal	0.0
CPT0066430001	Normal	0.0
CPT0086870003	Tumor	0.0
CPT0076350001	Normal	0.0
CPT0001190001	Normal	0.0
CPT0063320003	Tumor	0.0
CPT0079230003	Tumor	0.0
CPT0012370003	Tumor	0.0
CPT0025170003	Tumor	0.0
CPT0079410003	Tumor	0.0
CPT0000640003	Tumor	0.0
CPT0012080003	Tumor	-0.1
CPT0001220008	Tumor	-0.1
CPT0084560003	Tumor	-0.1
CPT0012670003	Tumor	-0.1
CPT0078830003	Tumor	-0.1
CPT0010160003	Tumor	-0.1
CPT0079270003	Tumor	-0.1
CPT0002350011	Tumor	-0.1
CPT0081600003	Tumor	-0.1
CPT0092730003	Tumor	-0.1
CPT0089040001	Normal	-0.1
CPT0065810003	Tumor	-0.1
CPT0011410003	Tumor	-0.2
CPT0092160003	Tumor	-0.2
CPT0000870016	Tumor	-0.2
CPT0024670003	Tumor	-0.2
CPT0025880003	Tumor	-0.2
CPT0066480003	Tumor	-0.2
CPT0025110003	Tumor	-0.2
CPT0087040003	Tumor	-0.2
CPT0017850003	Tumor	-0.2
CPT0088690003	Tumor	-0.2
CPT0086360003	Tumor	-0.2
CPT0063630003	Tumor	-0.2
CPT0089020003	Tumor	-0.3
CPT0079480003	Tumor	-0.3
CPT0086950003	Tumor	-0.3
CPT0075130003	Tumor	-0.3
CPT0079380003	Tumor	-0.3
CPT0025290003	Tumor	-0.3
CPT0006900003	Tumor	-0.3
CPT0001180009	Tumor	-0.3
CPT0007860003	Tumor	-0.3
CPT0009000003	Tumor	-0.3
CPT0002270011	Tumor	-0.4
CPT0069160003	Tumor	-0.4
CPT0021240003	Tumor	-0.4
CPT0001260009	Tumor	-0.4
CPT0007320003	Tumor	-0.4
CPT0078800003	Tumor	-0.4
CPT0069000003	Tumor	-0.4
CPT0019130003	Tumor	-0.4
CPT0086820003	Tumor	-0.4
CPT0025230003	Tumor	-0.4
CPT0077310003	Tumor	-0.4
CPT0025050003	Tumor	-0.4
CPT0075560003	Tumor	-0.4
CPT0065930003	Tumor	-0.4
CPT0023350003	Tumor	-0.4
CPT0076330003	Tumor	-0.4
CPT0006630003	Tumor	-0.4
CPT0023690003	Tumor	-0.5
CPT0012280003	Tumor	-0.5
CPT0015810003	Tumor	-0.5
CPT0088480003	Tumor	-0.5
CPT0092790003	Tumor	-0.5
CPT0014160003	Tumor	-0.6
CPT0012550003	Tumor	-0.6
CPT0019990003	Tumor	-0.6
CPT0092290003	Tumor	-0.6
CPT0066470004	Tumor	-0.7
CPT0086030003	Tumor	-0.7
CPT0001340003	Tumor	-0.7
CPT0020120003	Tumor	-0.7
CPT0065750003	Tumor	-0.7
CPT0078510003	Tumor	-0.8
CPT0064370003	Tumor	-0.8
CPT0078930003	Tumor	-0.9
CPT0081880003	Tumor	-0.9
CPT0089460004	Tumor	-0.9
CPT0015730003	Tumor	-0.9
CPT0001500009	Tumor	-1.0
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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 HPA078308
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