Expression of PDS5A 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

PDS5A is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 20.71

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

16.0

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	43.1
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	39.4
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	30.6
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	28.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	27.7
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	25.9
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	25.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	24.7
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	24.0
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	23.5
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	23.5
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	23.0
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	22.3
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	22.2
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	19.2
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	18.9
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	18.6
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	18.4
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	17.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	17.9
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	17.7
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	17.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	17.0
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	16.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	16.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	16.6
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	16.5
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	15.9
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	15.6
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	15.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	15.3
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	15.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	15.1
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	14.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	14.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	13.6
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	13.6
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	13.4
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	13.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	13.1
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	13.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	12.4
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	11.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	11.0
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	10.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	10.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	10.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	10.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	9.9
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	9.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	9.6
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	9.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	9.4
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	9.4
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	8.8
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	8.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	8.6
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	8.6
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	8.5
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	8.2
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	7.8
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	7.6
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	7.0
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	5.0
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PDS5A is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.03

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

18.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	64.1
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	59.3
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	37.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	36.7
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	36.6
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	35.6
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	34.1
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	34.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	34.0
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	33.9
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	33.9
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	33.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	33.4
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	33.2
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	33.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	33.2
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	33.0
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	33.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	32.8
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	31.8
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	31.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	31.5
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	31.3
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	30.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	30.7
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	30.0
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	29.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	29.8
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	29.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	29.4
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	29.3
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	29.2
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	29.2
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	29.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	29.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	29.0
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	28.8
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	28.7
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	28.7
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	28.6
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	28.6
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	28.6
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	28.5
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	28.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	28.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	28.2
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	28.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	28.2
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	28.2
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	28.2
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	28.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	28.0
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	28.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	27.9
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	27.8
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	27.6
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	27.6
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	27.6
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	27.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	27.5
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	27.4
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	27.4
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	27.3
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	27.3
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	27.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	27.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	27.3
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	27.1
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	27.1
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	27.1
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	27.0
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	27.0
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	26.9
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	26.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	26.8
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	26.7
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	26.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	26.5
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	26.5
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	26.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	26.3
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	26.2
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	26.2
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	26.1
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	26.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	26.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	26.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	26.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	26.0
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	25.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	25.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	25.9
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	25.8
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	25.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	25.7
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	25.5
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	25.4
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	25.4
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	25.3
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	25.3
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	25.2
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	25.2
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	25.2
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	25.1
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	25.1
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	25.0
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	25.0
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	24.9
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	24.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	24.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	24.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	24.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	24.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	24.4
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	24.3
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	24.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	24.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	24.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	24.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	24.3
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	24.2
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	24.1
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	24.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	23.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	23.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	23.8
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	23.7
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	23.6
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	23.6
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	23.6
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	23.5
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	23.5
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	23.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	23.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	23.2
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	23.2
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	23.2
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	23.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	23.1
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	23.1
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	23.1
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	23.0
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	22.9
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	22.8
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	22.8
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	22.8
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	22.8
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	22.8
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	22.7
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	22.7
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	22.7
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	22.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	22.7
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	22.7
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	22.7
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	22.7
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	22.7
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	22.6
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	22.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	22.5
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	22.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	22.5
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	22.5
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	22.5
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	22.4
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	22.3
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	22.3
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	22.2
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	22.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	22.2
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	22.1
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	22.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	22.1
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	22.0
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	22.0
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	21.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	21.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	21.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	21.6
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	21.6
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	21.5
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	21.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	21.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	21.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	21.3
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	21.3
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	21.3
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	21.2
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	21.1
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	21.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	21.1
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	21.1
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	21.1
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	21.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	21.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	21.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	21.0
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	20.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	20.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	20.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	20.7
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	20.7
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	20.7
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	20.7
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	20.6
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	20.6
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	20.6
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	20.5
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	20.5
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	20.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	20.5
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	20.5
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	20.5
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	20.4
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	20.3
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	20.3
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	20.3
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	20.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	20.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	20.2
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	20.1
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	19.8
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	19.8
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	19.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	19.6
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	19.6
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	19.6
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	19.5
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	19.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	19.5
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	19.5
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	19.5
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	19.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	19.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	19.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	19.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	19.2
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	19.2
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	19.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	19.1
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	19.1
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	19.1
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	19.0
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	19.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	18.9
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	18.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	18.9
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	18.9
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	18.9
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	18.8
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	18.8
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	18.8
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	18.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	18.8
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	18.7
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	18.7
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	18.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	18.6
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	18.5
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	18.5
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	18.5
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	18.5
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	18.4
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	18.4
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	18.4
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	18.4
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	18.4
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	18.4
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	18.3
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	18.3
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	18.3
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	18.2
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	18.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	18.2
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	17.9
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	17.9
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	17.9
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	17.9
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	17.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	17.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	17.8
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	17.8
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	17.8
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	17.8
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	17.7
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	17.6
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	17.5
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	17.5
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	17.5
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	17.5
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	17.5
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	17.4
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	17.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	17.3
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	17.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	17.2
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	17.2
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	17.2
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	17.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	17.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	17.1
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	17.1
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	17.1
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	17.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	17.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	17.0
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	17.0
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	17.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	16.9
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	16.8
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	16.8
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	16.8
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	16.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	16.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	16.7
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	16.7
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	16.6
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	16.6
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	16.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	16.5
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	16.5
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	16.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	16.5
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	16.4
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	16.4
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	16.4
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	16.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	16.3
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	16.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	16.2
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	16.1
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	16.1
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	16.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	16.1
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	16.0
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	16.0
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	15.9
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	15.9
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	15.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	15.8
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	15.7
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	15.6
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	15.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	15.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	15.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	15.4
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	15.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	15.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	15.4
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	15.4
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	15.4
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	15.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	15.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	15.3
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	15.3
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	15.2
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	15.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	15.1
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	15.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	15.0
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	15.0
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	15.0
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	15.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	15.0
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	14.9
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	14.9
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	14.8
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	14.7
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	14.7
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	14.6
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	14.6
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	14.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	14.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	14.6
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	14.6
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	14.6
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	14.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	14.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	14.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	14.4
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	14.4
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	14.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	14.3
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	14.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	14.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	14.1
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	14.0
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	13.9
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	13.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	13.9
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	13.8
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	13.8
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	13.8
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	13.8
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	13.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	13.7
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	13.6
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	13.6
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	13.5
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	13.5
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	13.5
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	13.5
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	13.4
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	13.4
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	13.3
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	13.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	13.3
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	13.2
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	12.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	12.9
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	12.9
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	12.9
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	12.9
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	12.8
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	12.7
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	12.7
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	12.6
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	12.5
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	12.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	12.5
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	12.4
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	12.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	12.3
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	12.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	12.3
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	12.3
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	12.2
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	12.2
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	12.1
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	12.0
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	12.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	11.9
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	11.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	11.8
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	11.7
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	11.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	11.7
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	11.6
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	11.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	11.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	11.4
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	11.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	11.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	11.2
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	11.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	11.2
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	11.2
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	11.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	11.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	11.0
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	11.0
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	11.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	11.0
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	10.9
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	10.9
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	10.9
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	10.6
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	10.6
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	10.5
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	10.4
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	10.3
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	10.2
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	10.1
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	10.0
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	10.0
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	10.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	10.0
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	9.8
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	9.7
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	9.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	9.5
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	9.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	9.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	9.3
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	9.2
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	9.2
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	9.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	9.0
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	9.0
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	9.0
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	9.0
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	8.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	8.7
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	8.7
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	8.7
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	8.6
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	8.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	8.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	8.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	8.2
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	8.1
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	8.0
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	7.9
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	7.9
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	7.8
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	7.8
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	7.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	7.7
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	7.7
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	7.6
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	7.6
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	7.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	7.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	7.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	7.1
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	6.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	6.7
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	6.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	6.6
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	6.4
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	6.4
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	6.2
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	6.1
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	5.4
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	5.1
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	5.0
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	4.8
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.4
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.1
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.9
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	2.4
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PDS5A is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 22

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

26.3

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	43.0
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	41.0
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	39.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	39.2
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	38.1
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	37.3
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	36.9
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	36.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	35.8
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	35.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	34.6
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	34.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	33.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	33.2
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	33.1
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	33.0
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	32.9
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	32.5
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	32.2
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	32.2
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	31.7
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	31.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	31.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	31.5
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	31.1
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	30.9
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	30.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	30.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	30.7
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	30.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	30.0
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	29.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	29.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	29.7
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	29.5
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	29.3
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	29.2
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	29.1
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	29.0
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	28.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	28.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	28.8
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	28.8
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	28.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	28.4
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	28.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	27.8
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	27.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	27.2
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	26.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	26.8
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	26.3
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	26.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	26.2
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	26.1
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	26.1
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	26.0
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	25.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	25.6
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	25.1
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	24.9
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	24.9
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	24.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	24.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	24.2
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	24.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	24.0
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	23.8
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	23.4
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	22.7
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	22.6
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	22.3
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	22.3
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	22.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	22.0
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	21.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	20.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	20.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	19.9
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	19.9
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	19.7
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	19.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	18.8
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	18.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	17.7
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	17.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	17.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	17.3
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	16.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	16.3
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	16.3
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	15.5
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	15.4
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	14.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	13.5
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	13.3
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	12.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	12.1
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	12.1
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	11.0
Show allShow less

KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PDS5A is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.85

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

16.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	61.4
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	53.7
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	41.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	40.7
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	39.8
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	39.5
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	38.7
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	38.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	38.2
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	36.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	35.7
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	35.6
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	35.1
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	35.0
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	33.9
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	33.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	32.2
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	32.0
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	31.6
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	31.5
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	30.9
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	30.4
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	29.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	29.8
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	29.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	29.3
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	28.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	28.2
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	28.0
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	27.2
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	27.1
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	26.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	26.2
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	26.1
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	25.7
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	25.6
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	25.5
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	25.2
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	25.1
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	24.9
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	24.5
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	24.2
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	24.2
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	24.1
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	23.9
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	23.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	23.7
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	23.4
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	23.3
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	23.0
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	22.9
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	22.7
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	22.7
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	22.3
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	22.1
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	22.0
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	21.9
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	21.8
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	21.8
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	21.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	21.2
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	21.2
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	21.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	21.1
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	20.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	20.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	20.7
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	20.7
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	20.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	20.4
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	20.4
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	20.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	20.1
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	19.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	19.7
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	19.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	19.6
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	19.6
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	19.2
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	19.1
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	18.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	18.9
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	18.8
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	18.7
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	18.7
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	18.6
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	18.5
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	18.3
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	18.3
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	18.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	18.2
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	18.1
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	18.1
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	18.0
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	17.9
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	17.8
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	17.8
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	17.8
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	17.8
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	17.7
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	17.7
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	17.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	17.7
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	17.6
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	17.5
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	17.5
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	17.4
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	17.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	17.2
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	17.1
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	17.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	17.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	16.9
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	16.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	16.9
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	16.9
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	16.8
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	16.8
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	16.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	16.6
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	16.3
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	16.3
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	16.3
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	16.2
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	16.1
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	16.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	16.0
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	16.0
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	15.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	15.9
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	15.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	15.8
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	15.8
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	15.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	15.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	15.6
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	15.5
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	15.4
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	15.4
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	15.4
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	15.4
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	15.4
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	15.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	15.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	15.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	15.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	14.9
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	14.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	14.8
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	14.8
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	14.7
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	14.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	14.6
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	14.6
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	14.5
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	14.5
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	14.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	14.4
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	14.4
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	14.4
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	14.2
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	14.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	14.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	14.1
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	14.1
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	14.0
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	14.0
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	13.9
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	13.8
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	13.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	13.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	13.5
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	13.4
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	13.3
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	13.3
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	13.3
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	13.2
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	13.2
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	13.0
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	13.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	12.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	12.8
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	12.8
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	12.8
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	12.6
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	12.5
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	12.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	12.4
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	12.4
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	12.4
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	12.3
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	12.3
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	12.2
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	12.2
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	12.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	12.2
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	12.0
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	12.0
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	11.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	11.8
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	11.7
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	11.6
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	11.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	11.5
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	11.5
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	11.4
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	11.4
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	11.3
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	11.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	11.1
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	11.1
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	11.1
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	11.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	11.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	11.0
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	10.9
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	10.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	10.7
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	10.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	10.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	10.6
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	10.5
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	10.5
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	10.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	10.4
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	10.4
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	10.3
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	10.3
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	10.2
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	10.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	9.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	9.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	9.9
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	9.9
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	9.8
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	9.8
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	9.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	9.7
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	9.7
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	9.6
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	9.4
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	9.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	9.2
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	9.1
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	9.0
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	9.0
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	8.8
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	8.8
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	8.8
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	8.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	8.6
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	8.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	8.5
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	8.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	8.4
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	8.3
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	8.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	8.1
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	7.9
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	7.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	7.5
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	7.4
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	7.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	7.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	7.2
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	7.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	7.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	7.1
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	7.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	6.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	6.8
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	6.2
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	6.1
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	5.7
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	5.6
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	5.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	5.3
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	4.9
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	4.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	3.5
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	3.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.3
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

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 HPA036661	Antibody HPA036662
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