Expression of RBM4B 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

RBM4B is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.56

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

6.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	18.7
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	13.4
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	13.2
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	12.7
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	12.7
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	11.8
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	11.5
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	11.1
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	10.8
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	10.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	10.5
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	9.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	9.6
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	9.6
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	9.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	9.4
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	9.2
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	9.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	9.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	9.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	8.6
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	8.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	7.6
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	7.5
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	7.4
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	7.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	7.3
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	7.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	7.0
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	6.7
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	6.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	6.6
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	6.2
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	6.1
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	6.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	5.7
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	5.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	5.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	5.3
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	5.3
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	5.3
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	5.2
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	5.2
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	5.1
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	5.1
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	4.7
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	4.7
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	4.7
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	4.4
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	4.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	3.8
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	3.7
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	3.5
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	3.5
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	3.2
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	2.9
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	2.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	2.1
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	2.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	1.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	1.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	1.4
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	0.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RBM4B is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.19

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

11.2

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	38.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	21.1
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	20.3
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	20.0
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	19.9
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	19.7
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	18.8
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	18.8
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	18.7
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	18.6
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	18.3
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	18.2
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	18.2
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	18.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	18.1
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	17.9
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	17.8
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	17.8
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	17.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	17.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	17.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	17.7
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	17.6
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	17.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	17.5
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	17.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	17.4
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	17.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	17.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	17.3
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	17.2
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	17.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	16.9
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	16.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	16.9
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	16.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	16.8
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	16.7
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	16.7
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	16.6
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	16.5
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	16.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	16.4
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	16.3
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	16.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	16.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	16.3
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	16.3
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	16.3
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	16.2
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	16.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	16.1
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	16.1
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	16.1
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	15.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	15.9
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	15.9
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	15.8
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	15.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	15.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	15.8
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	15.7
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	15.7
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	15.7
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	15.7
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	15.7
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	15.6
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	15.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	15.5
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	15.4
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	15.4
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	15.4
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	15.3
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	15.3
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	15.3
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	15.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	15.2
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	15.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	15.1
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	15.1
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	15.1
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	15.0
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	15.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	15.0
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	15.0
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	15.0
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	15.0
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	14.9
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	14.8
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	14.8
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	14.8
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	14.7
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	14.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	14.7
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	14.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	14.7
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	14.6
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	14.6
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	14.6
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	14.6
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	14.6
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	14.5
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	14.5
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	14.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	14.4
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	14.4
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	14.4
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	14.4
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	14.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	14.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	14.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	14.3
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	14.3
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	14.2
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	14.2
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	14.2
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	14.2
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	14.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	14.2
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	14.1
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	14.1
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	14.0
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	14.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	14.0
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	14.0
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	14.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	13.9
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	13.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	13.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	13.9
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	13.9
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	13.9
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	13.9
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	13.8
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	13.8
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	13.8
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	13.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	13.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	13.7
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	13.6
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	13.6
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	13.6
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	13.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	13.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	13.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	13.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	13.5
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	13.4
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	13.4
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	13.4
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	13.3
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	13.3
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	13.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	13.2
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	13.2
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	13.2
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	13.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	13.2
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	13.1
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	13.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	13.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	13.1
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	13.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	13.1
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	13.1
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	13.1
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	13.1
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	13.0
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	13.0
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	13.0
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	12.9
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	12.8
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	12.8
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	12.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	12.8
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	12.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	12.8
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	12.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	12.8
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	12.7
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	12.6
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	12.5
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	12.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	12.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	12.5
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	12.5
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	12.5
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	12.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	12.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	12.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	12.3
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	12.3
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	12.3
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	12.3
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	12.3
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	12.3
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	12.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	12.2
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	12.2
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	12.2
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	12.2
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	12.2
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	12.1
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	12.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	12.1
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	12.1
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	12.1
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	12.0
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	11.9
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	11.9
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	11.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	11.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	11.9
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	11.9
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	11.9
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	11.9
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	11.9
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	11.9
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	11.8
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	11.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	11.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	11.7
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	11.7
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	11.7
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	11.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	11.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	11.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	11.6
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	11.6
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	11.6
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	11.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	11.5
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	11.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	11.5
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	11.5
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	11.5
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	11.5
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	11.5
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	11.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	11.5
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	11.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	11.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	11.4
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	11.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	11.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	11.2
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	11.2
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	11.2
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	11.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	11.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	11.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	11.2
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	11.2
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	11.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	11.1
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	11.1
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	11.1
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	11.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	11.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	11.0
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	11.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	11.0
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	11.0
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	11.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	11.0
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	11.0
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	11.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	10.9
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	10.9
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	10.9
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	10.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	10.9
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	10.8
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	10.8
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	10.8
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	10.8
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	10.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	10.7
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	10.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	10.7
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	10.7
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	10.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	10.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	10.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	10.6
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	10.6
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	10.6
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	10.6
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	10.6
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	10.6
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	10.5
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	10.5
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	10.5
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	10.4
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	10.4
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	10.4
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	10.4
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	10.4
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	10.4
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	10.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	10.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	10.3
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	10.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	10.3
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	10.3
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	10.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	10.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	10.2
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	10.2
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	10.2
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	10.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	10.2
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	10.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	10.2
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	10.1
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	10.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	10.1
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	10.0
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	10.0
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	10.0
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	10.0
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	10.0
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	10.0
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	10.0
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	10.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	10.0
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	9.9
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	9.9
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	9.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	9.9
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	9.9
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	9.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	9.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	9.8
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	9.8
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	9.8
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	9.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	9.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	9.7
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	9.7
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	9.6
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	9.6
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	9.6
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	9.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	9.6
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	9.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	9.6
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	9.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	9.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	9.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	9.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	9.5
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	9.5
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	9.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	9.4
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	9.4
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	9.4
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	9.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	9.3
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	9.3
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	9.2
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	9.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	9.2
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	9.2
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	9.2
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	9.1
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	9.1
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	9.1
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	9.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	9.1
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	9.1
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	9.1
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	9.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	9.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	9.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	9.0
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	9.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	9.0
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	9.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	9.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	9.0
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	9.0
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	8.9
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	8.9
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	8.9
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	8.9
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	8.9
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	8.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	8.9
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	8.9
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	8.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	8.8
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	8.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	8.7
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	8.6
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	8.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	8.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	8.6
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	8.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	8.6
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	8.6
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	8.5
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	8.5
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	8.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	8.4
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	8.4
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	8.4
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	8.4
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	8.3
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.3
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	8.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	8.3
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	8.3
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	8.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	8.2
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	8.1
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	8.1
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	8.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	8.0
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	8.0
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	8.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	7.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	7.9
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	7.9
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	7.9
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	7.8
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	7.7
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	7.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	7.6
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	7.6
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	7.6
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	7.6
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	7.5
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	7.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	7.5
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	7.5
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	7.5
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	7.5
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	7.5
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	7.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	7.4
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	7.4
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	7.3
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	7.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	7.3
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	7.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	7.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	7.2
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	7.2
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	7.2
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	7.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	7.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	7.1
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	7.1
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	7.1
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	7.1
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	7.0
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	7.0
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	7.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	7.0
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	6.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	6.9
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	6.9
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	6.8
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	6.8
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	6.8
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	6.8
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	6.8
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	6.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	6.7
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	6.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	6.7
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	6.6
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	6.6
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	6.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	6.5
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	6.5
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	6.5
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	6.5
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	6.4
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	6.4
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	6.3
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	6.3
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	6.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	6.2
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	5.9
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	5.8
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	5.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	5.8
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	5.8
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	5.7
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	5.7
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	5.6
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	5.6
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	5.6
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	5.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	5.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	5.0
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	4.9
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	4.8
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	4.7
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	4.7
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	4.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	4.6
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	4.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	4.5
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	4.3
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	4.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.2
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	4.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	4.1
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	3.9
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	3.8
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	3.7
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.5
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	3.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	3.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	3.2
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	3.0
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RBM4B is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.02

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

12.5

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	24.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	22.1
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	21.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	20.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	19.8
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	19.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	18.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	18.1
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	17.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	17.7
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	17.3
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	16.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	16.8
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	16.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	16.1
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	16.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	16.0
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	15.7
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	15.7
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	15.6
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	15.5
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	15.4
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	15.2
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	14.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	14.9
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	14.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	14.7
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	14.7
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	14.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	14.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	14.5
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	14.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	14.1
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	14.0
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	13.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	13.8
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	13.7
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	13.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	13.2
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	13.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	13.1
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	12.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	12.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	12.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	12.5
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	12.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	12.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	12.5
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	12.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	12.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	12.3
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	12.2
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	12.2
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	12.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	11.9
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	11.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	11.8
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	11.7
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	11.7
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	11.4
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	11.4
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	11.2
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	11.1
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	11.1
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	11.1
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	10.9
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	10.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	10.8
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	10.7
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	10.6
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	10.5
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	10.5
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	10.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	10.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	10.1
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	9.9
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	9.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	9.3
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	9.2
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	8.9
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	8.8
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	8.8
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	8.8
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	8.7
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	8.7
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	8.7
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	8.6
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	8.0
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	8.0
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	7.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	7.7
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	7.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	7.2
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	7.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	7.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	6.3
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	6.1
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	5.1
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	4.9
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	4.3
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RBM4B is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 6.09

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

9.2

Number of samples

282

Samples

Sample	Description	TPM
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	36.4
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	32.3
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	29.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	24.9
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	21.7
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	21.6
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	20.7
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	20.3
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	19.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	19.5
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	19.5
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	19.2
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	19.1
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	18.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	18.4
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	18.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	17.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	17.3
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	16.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	16.8
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	15.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	15.8
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	15.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	15.8
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	15.3
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	15.1
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	15.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	14.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	14.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	14.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	14.6
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	14.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	14.5
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	14.4
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	14.2
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	14.1
TCGA-MH-A561-01A	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	14.1
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	13.7
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	13.7
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	13.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	13.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	13.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	13.4
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	13.3
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	13.3
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	13.3
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	13.2
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	13.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	13.1
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	13.1
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	13.1
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	13.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	13.0
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	12.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	12.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	12.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	12.8
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	12.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	12.8
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	12.6
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	12.6
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	12.5
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	12.5
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	12.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	12.4
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	12.3
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	12.3
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	12.1
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	12.1
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	12.1
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	11.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	11.9
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	11.8
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	11.8
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	11.8
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	11.7
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	11.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	11.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	11.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	11.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	11.4
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	11.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	11.3
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	11.2
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	11.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	11.1
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	11.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	10.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	10.7
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	10.7
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	10.6
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	10.6
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	10.6
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	10.6
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	10.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	10.6
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	10.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	10.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	10.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	10.4
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	10.4
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	10.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	10.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	10.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	10.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	10.3
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	10.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	10.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	10.2
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	10.1
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	10.1
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	10.0
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	9.9
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	9.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	9.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	9.6
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	9.6
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	9.6
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	9.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	9.6
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	9.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	9.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	9.5
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	9.5
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	9.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	9.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	9.3
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	9.2
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	9.2
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	9.1
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	9.1
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	9.0
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	9.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	9.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	9.0
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	8.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	8.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	8.8
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	8.8
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	8.6
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	8.6
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	8.5
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	8.5
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	8.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	8.4
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	8.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	8.4
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	8.4
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	8.4
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	8.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	8.1
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	8.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	8.0
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	7.9
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	7.9
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	7.9
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	7.9
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	7.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	7.8
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	7.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.7
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	7.7
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	7.7
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	7.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	7.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	7.5
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	7.5
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	7.5
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	7.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	7.4
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	7.4
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	7.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	7.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	7.2
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	7.1
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	7.1
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	7.0
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	7.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	7.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	6.9
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	6.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	6.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	6.9
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	6.8
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	6.8
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	6.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	6.7
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	6.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	6.7
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	6.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	6.7
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	6.6
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	6.6
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	6.6
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	6.6
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	6.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	6.4
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	6.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	6.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	6.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	6.3
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	6.3
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	6.2
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	6.2
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	6.2
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	6.1
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	6.1
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	6.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	6.1
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	6.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	5.9
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	5.9
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	5.8
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	5.8
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	5.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	5.7
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	5.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	5.7
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	5.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	5.6
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	5.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	5.5
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	5.5
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	5.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	5.5
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	5.5
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	5.5
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	5.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	5.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	5.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	5.3
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	5.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	5.2
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	5.2
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	5.2
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	5.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	5.1
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	5.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	5.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	4.9
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	4.9
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	4.8
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	4.8
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	4.8
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	4.7
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	4.7
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	4.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	4.5
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	4.5
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	4.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	4.4
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	4.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	4.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	4.1
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	3.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	3.7
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	3.7
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	3.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	3.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	3.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	3.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	2.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	2.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	2.7
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	2.6
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	2.6
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	2.5
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	2.5
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	2.5
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	2.4
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	2.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	2.0
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	1.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	0.0
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	0.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	0.0
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-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	0.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 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	0.8
CPT0001340003	Tumor	0.6
CPT0079300001	Normal	0.5
CPT0079510001	Normal	0.5
CPT0088970003	Tumor	0.5
CPT0006440003	Tumor	0.5
CPT0026410003	Tumor	0.4
CPT0077320001	Normal	0.4
CPT0017410003	Tumor	0.4
CPT0092190003	Normal	0.4
CPT0084590001	Normal	0.3
CPT0001180009	Tumor	0.3
CPT0009020003	Normal	0.3
CPT0012920003	Normal	0.3
CPT0025580004	Tumor	0.3
CPT0001270001	Normal	0.3
CPT0078990003	Tumor	0.3
CPT0009060003	Tumor	0.3
CPT0075170001	Normal	0.3
CPT0071150004	Tumor	0.3
CPT0017850003	Tumor	0.3
CPT0009080003	Normal	0.3
CPT0012900004	Tumor	0.2
CPT0012080003	Tumor	0.2
CPT0018250001	Normal	0.2
CPT0065430003	Tumor	0.2
CPT0001230001	Normal	0.2
CPT0069190001	Normal	0.2
CPT0079180003	Tumor	0.2
CPT0010160003	Tumor	0.2
CPT0010120001	Normal	0.2
CPT0002370001	Normal	0.2
CPT0077110003	Tumor	0.2
CPT0079380003	Tumor	0.2
CPT0085670003	Tumor	0.2
CPT0017450001	Normal	0.2
CPT0088780001	Normal	0.2
CPT0082010001	Normal	0.2
CPT0078530001	Normal	0.2
CPT0088690003	Tumor	0.2
CPT0025610001	Normal	0.2
CPT0012770003	Normal	0.2
CPT0064400001	Normal	0.2
CPT0024680001	Normal	0.2
CPT0001540009	Tumor	0.2
CPT0088500001	Normal	0.2
CPT0088640003	Normal	0.2
CPT0063330001	Normal	0.2
CPT0079000001	Normal	0.2
CPT0088630003	Tumor	0.2
CPT0011240003	Tumor	0.2
CPT0077490003	Tumor	0.2
CPT0092740003	Normal	0.2
CPT0078660003	Tumor	0.2
CPT0012290003	Normal	0.2
CPT0007870001	Normal	0.2
CPT0086950003	Tumor	0.2
CPT0001550001	Normal	0.1
CPT0006530001	Normal	0.1
CPT0065820001	Normal	0.1
CPT0014130001	Normal	0.1
CPT0019160001	Normal	0.1
CPT0024670003	Tumor	0.1
CPT0012370003	Tumor	0.1
CPT0012090003	Normal	0.1
CPT0012180003	Tumor	0.1
CPT0065870003	Tumor	0.1
CPT0075720003	Tumor	0.1
CPT0020130001	Normal	0.1
CPT0000660001	Normal	0.1
CPT0013790003	Normal	0.1
CPT0007470001	Normal	0.1
CPT0025350003	Tumor	0.1
CPT0086890003	Normal	0.1
CPT0081620001	Normal	0.1
CPT0020020001	Normal	0.1
CPT0014370004	Tumor	0.1
CPT0006730001	Normal	0.1
CPT0006950001	Normal	0.1
CPT0010170001	Normal	0.1
CPT0023710001	Normal	0.1
CPT0081990003	Tumor	0.1
CPT0088570001	Normal	0.1
CPT0025920001	Normal	0.1
CPT0069010001	Normal	0.1
CPT0009000003	Tumor	0.1
CPT0000780007	Tumor	0.1
CPT0086830003	Normal	0.1
CPT0001190001	Normal	0.1
CPT0088920001	Normal	0.1
CPT0075130003	Tumor	0.1
CPT0019130003	Tumor	0.1
CPT0014350001	Normal	0.1
CPT0025060001	Normal	0.1
CPT0077500001	Normal	0.1
CPT0088480003	Tumor	0.1
CPT0012570003	Normal	0.1
CPT0079430001	Normal	0.1
CPT0014470001	Normal	0.1
CPT0078830003	Tumor	0.1
CPT0089040001	Normal	0.1
CPT0092310003	Normal	0.1
CPT0088900003	Tumor	0.1
CPT0088760003	Tumor	0.1
CPT0078930003	Tumor	0.1
CPT0010110003	Tumor	0.1
CPT0089460004	Tumor	0.0
CPT0086370003	Normal	0.0
CPT0088710001	Normal	0.0
CPT0086820003	Tumor	0.0
CPT0078670001	Normal	0.0
CPT0084560003	Tumor	0.0
CPT0078940001	Normal	0.0
CPT0011410003	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0063640001	Normal	0.0
CPT0086870003	Tumor	0.0
CPT0081600003	Tumor	0.0
CPT0000790001	Normal	0.0
CPT0065450001	Normal	0.0
CPT0001510001	Normal	0.0
CPT0066430001	Normal	0.0
CPT0000870016	Tumor	0.0
CPT0025230003	Tumor	0.0
CPT0086970003	Normal	0.0
CPT0023360001	Normal	0.0
CPT0078840001	Normal	0.0
CPT0089480003	Normal	0.0
CPT0014160003	Tumor	0.0
CPT0066470004	Tumor	0.0
CPT0088550004	Tumor	0.0
CPT0079270003	Tumor	0.0
CPT0006900003	Tumor	0.0
CPT0066520001	Normal	0.0
CPT0076350001	Normal	0.0
CPT0087050003	Normal	0.0
CPT0000890001	Normal	0.0
CPT0001260009	Tumor	0.0
CPT0079230003	Tumor	0.0
CPT0015910003	Tumor	0.0
CPT0006630003	Tumor	0.0
CPT0078800003	Tumor	0.0
CPT0025050003	Tumor	-0.1
CPT0092290003	Tumor	-0.1
CPT0025880003	Tumor	-0.1
CPT0086360003	Tumor	-0.1
CPT0015730003	Tumor	-0.1
CPT0026420001	Normal	-0.1
CPT0075570001	Normal	-0.1
CPT0023690003	Tumor	-0.1
CPT0092730003	Tumor	-0.1
CPT0065810003	Tumor	-0.1
CPT0014450004	Tumor	-0.1
CPT0087040003	Tumor	-0.1
CPT0063630003	Tumor	-0.1
CPT0092160003	Tumor	-0.1
CPT0012670003	Tumor	-0.1
CPT0069000003	Tumor	-0.1
CPT0069160003	Tumor	-0.1
CPT0077140001	Normal	-0.1
CPT0079410003	Tumor	-0.1
CPT0092790003	Tumor	-0.1
CPT0066480003	Tumor	-0.1
CPT0063320003	Tumor	-0.1
CPT0089020003	Tumor	-0.1
CPT0092800003	Normal	-0.1
CPT0001350001	Normal	-0.1
CPT0001220008	Tumor	-0.1
CPT0025110003	Tumor	-0.1
CPT0076330003	Tumor	-0.1
CPT0021240003	Tumor	-0.1
CPT0012280003	Tumor	-0.2
CPT0002350011	Tumor	-0.2
CPT0012550003	Tumor	-0.2
CPT0023350003	Tumor	-0.2
CPT0075560003	Tumor	-0.2
CPT0002270011	Tumor	-0.2
CPT0015810003	Tumor	-0.2
CPT0007320003	Tumor	-0.2
CPT0065930003	Tumor	-0.2
CPT0065690003	Tumor	-0.2
CPT0025170003	Tumor	-0.2
CPT0064370003	Tumor	-0.2
CPT0065750003	Tumor	-0.3
CPT0086030003	Tumor	-0.3
CPT0020120003	Tumor	-0.3
CPT0025290003	Tumor	-0.3
CPT0081880003	Tumor	-0.4
CPT0078510003	Tumor	-0.4
CPT0000640003	Tumor	-0.5
CPT0007860003	Tumor	-0.5
CPT0019990003	Tumor	-0.5
CPT0077310003	Tumor	-0.5
CPT0001500009	Tumor	-0.6
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA042174	Antibody HPA047849
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