Expression of DNALI1 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

DNALI1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 0.78

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

1.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	7.2
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	6.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	6.1
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	6.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	5.6
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	4.0
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	3.3
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	3.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	3.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	3.1
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	2.9
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	2.9
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	2.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	2.8
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	2.4
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	2.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	2.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	2.1
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	2.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	2.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	1.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	1.8
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	1.7
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	1.7
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	1.7
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	1.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	1.7
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	1.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	1.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	1.5
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	1.5
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	1.5
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	1.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	1.5
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	1.5
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	1.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	1.4
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	1.3
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	1.3
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	1.3
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	1.3
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	1.2
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	1.2
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	1.1
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	1.1
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	1.1
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	1.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	1.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	0.9
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	0.8
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	0.8
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	0.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	0.4
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	0.3
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	0.2
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	0.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	0.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	0.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	0.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	0.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	0.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	0.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

DNALI1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5.99

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

11.6

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	116.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	115.8
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	61.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	59.7
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	34.4
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	32.6
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	31.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	31.5
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	31.4
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	29.9
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	29.2
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	28.5
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	28.3
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	27.9
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	27.5
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	27.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	26.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	26.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	26.4
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	25.8
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	25.3
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	25.2
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	24.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	24.5
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	24.4
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	24.1
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	24.0
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	24.0
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	23.6
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	23.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	23.3
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	23.1
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	23.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	22.9
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	22.9
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	22.4
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	22.3
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	22.1
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	22.0
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	21.9
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	21.8
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	21.4
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	21.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	21.3
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	21.2
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	20.8
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	20.7
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	20.7
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	20.1
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	20.0
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	19.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	19.8
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	19.5
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	19.4
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	19.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	19.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	19.2
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	19.0
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	19.0
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	19.0
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	18.9
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	18.8
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	18.8
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	18.7
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	18.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	18.7
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	18.7
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	18.7
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	18.6
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	18.5
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	18.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	18.0
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	18.0
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	17.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	17.8
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	17.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	17.6
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	17.6
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	17.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	17.5
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	17.5
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	17.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	17.5
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	17.5
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	17.4
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	17.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	17.2
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	17.2
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	17.2
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	17.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	17.1
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	17.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	17.0
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	16.8
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	16.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	16.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	16.7
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	16.6
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	16.6
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	16.5
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	16.4
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	16.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	16.1
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	16.1
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	15.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	15.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	15.5
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	15.5
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	15.5
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	15.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	15.4
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	15.4
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	15.3
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	15.3
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	15.3
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	15.2
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	15.2
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	15.0
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	15.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	15.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	15.0
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	15.0
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	14.9
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	14.8
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	14.8
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	14.8
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	14.8
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	14.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	14.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	14.7
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	14.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	14.7
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	14.7
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	14.6
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	14.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	14.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	14.5
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	14.5
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	14.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	14.4
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	14.4
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	14.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	14.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	14.3
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	14.3
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	14.3
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	14.2
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	14.2
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	14.2
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	14.1
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	14.1
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	14.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	14.1
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	14.0
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	14.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	13.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	13.8
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	13.7
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	13.7
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	13.6
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	13.6
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	13.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	13.4
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	13.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	13.4
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	13.4
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	13.3
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	13.3
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	13.1
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	13.1
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	13.1
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	13.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	13.0
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	13.0
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	13.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	13.0
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	13.0
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	13.0
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	13.0
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	12.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	12.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	12.9
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	12.9
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	12.9
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	12.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	12.7
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	12.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	12.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	12.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	12.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	12.5
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	12.4
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	12.4
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	12.4
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	12.4
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	12.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	12.4
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	12.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	12.3
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	12.3
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	12.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	12.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	12.2
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	12.2
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	12.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	12.2
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	12.2
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	12.2
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	12.1
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	12.1
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	11.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	11.8
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	11.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	11.8
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	11.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	11.6
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	11.6
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	11.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	11.5
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	11.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	11.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	11.5
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	11.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	11.3
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	11.3
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	11.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	11.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	11.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	11.1
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	11.1
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	11.1
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	11.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	11.0
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	11.0
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	10.9
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	10.9
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	10.9
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	10.9
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	10.8
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	10.8
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	10.8
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	10.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	10.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	10.7
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	10.7
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	10.7
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	10.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	10.6
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	10.6
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	10.5
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	10.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	10.5
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	10.5
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	10.5
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	10.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	10.4
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	10.4
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	10.4
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	10.4
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	10.3
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	10.3
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	10.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	10.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	10.3
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	10.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	10.2
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	10.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	10.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	10.1
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	10.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	10.1
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	10.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	10.0
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	10.0
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	9.9
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	9.8
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	9.8
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	9.8
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	9.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	9.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	9.7
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	9.7
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	9.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	9.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	9.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	9.6
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	9.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	9.6
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	9.5
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	9.5
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	9.5
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	9.5
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	9.5
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	9.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	9.5
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	9.5
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	9.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	9.5
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	9.4
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	9.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	9.4
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	9.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	9.3
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	9.3
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	9.3
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	9.2
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	9.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	9.2
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	9.2
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	9.1
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	9.1
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	9.1
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	9.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	9.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	9.0
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	9.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	9.0
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	9.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	8.8
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	8.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	8.7
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	8.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	8.7
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	8.6
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.6
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	8.6
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	8.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	8.5
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	8.5
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	8.5
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	8.4
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	8.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	8.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	8.3
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	8.2
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	8.1
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	8.1
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	8.1
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	8.1
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	8.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	7.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	7.9
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	7.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	7.9
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	7.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	7.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	7.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	7.7
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	7.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	7.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	7.7
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	7.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	7.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	7.5
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	7.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	7.5
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	7.5
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	7.4
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	7.4
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	7.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	7.4
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	7.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	7.4
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	7.3
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	7.3
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	7.3
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	7.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	7.2
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	7.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	7.2
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	7.2
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	7.1
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	7.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	7.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	7.0
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	7.0
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	6.9
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	6.9
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	6.9
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	6.9
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	6.9
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	6.8
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	6.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	6.7
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	6.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	6.6
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	6.6
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	6.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	6.4
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	6.4
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	6.3
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	6.3
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	6.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	6.3
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	6.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	6.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	6.1
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	6.0
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	6.0
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	5.9
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	5.9
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	5.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	5.7
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	5.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	5.6
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	5.6
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	5.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	5.6
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	5.6
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	5.5
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	5.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	5.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	5.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	5.2
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	5.2
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	5.2
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	5.2
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	5.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	5.1
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	5.1
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	5.0
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	5.0
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	5.0
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	4.9
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	4.9
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	4.9
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	4.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	4.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	4.8
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	4.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	4.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	4.7
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	4.7
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	4.7
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	4.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	4.6
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	4.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	4.5
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	4.5
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	4.5
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	4.4
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	4.4
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	4.4
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	4.4
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	4.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	4.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	4.3
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	4.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	4.1
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	4.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	4.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	4.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	3.9
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	3.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	3.9
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	3.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	3.8
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	3.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	3.7
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	3.7
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	3.7
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	3.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	3.6
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	3.6
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	3.5
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	3.4
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	3.4
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	3.4
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	3.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	3.2
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	3.2
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	3.2
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	3.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	3.2
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	3.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	3.1
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	3.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	3.1
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	3.1
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	3.1
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	3.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	2.9
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	2.9
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	2.7
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	2.6
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	2.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	2.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	2.4
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	2.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	2.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	2.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	2.3
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	2.2
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	2.1
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	2.0
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.9
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	1.9
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	1.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	1.7
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	1.7
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	1.7
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	1.6
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	1.6
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	1.4
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	1.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	1.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	1.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	1.1
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.0
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	0.9
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	0.9
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	0.9
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	0.8
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	0.7
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	0.6
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	0.5
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	0.4
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	0.4
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	0.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	0.2
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	0.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

DNALI1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 6.69

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

13.9

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	102.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	50.6
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	50.1
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	32.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	31.8
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	31.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	30.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	26.3
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	24.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	24.1
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	23.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	22.7
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	22.4
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	20.9
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	20.6
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	20.1
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	19.9
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	19.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	19.6
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	19.3
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	19.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	18.8
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	18.5
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	18.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	17.8
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	17.5
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	16.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	16.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	16.7
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	16.4
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	15.7
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	15.2
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	14.6
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	14.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	14.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	13.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	13.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	13.7
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	13.5
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	13.4
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	13.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	13.2
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	12.9
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	12.9
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	12.4
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	12.4
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	12.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	12.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	12.1
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	12.1
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	12.0
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	11.6
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	11.5
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	11.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	10.7
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	10.6
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	10.6
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	10.3
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	9.9
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	9.5
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	9.5
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	9.3
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	9.0
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	8.9
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	8.8
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	8.5
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	8.4
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	8.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	8.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	8.2
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	8.1
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	8.1
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	8.0
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	7.9
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	7.6
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	7.5
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	7.1
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	6.7
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	6.7
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	6.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	6.1
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	5.7
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	5.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	5.1
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	5.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	5.0
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	4.9
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	4.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	4.4
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	4.4
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	4.3
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	4.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	3.6
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	2.9
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	2.5
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	1.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	1.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	0.3
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	0.2
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	0.2
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

DNALI1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.33

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

20.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	174.2
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	139.4
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	62.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	58.5
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	58.3
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	54.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	52.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	52.1
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	51.2
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	51.0
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	50.0
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	48.4
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	47.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	45.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	45.2
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	44.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	44.1
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	42.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	42.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	42.5
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	40.7
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	40.5
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	40.4
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	39.1
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	39.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	38.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	38.4
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	38.3
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	37.6
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	35.5
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	35.1
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	34.5
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	34.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	34.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	34.3
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	34.0
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	33.9
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	33.6
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	33.3
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	33.1
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	33.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	31.8
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	31.7
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	31.6
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	31.6
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	31.3
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	31.3
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	31.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	31.1
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	31.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	30.8
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	30.7
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	30.7
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	29.8
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	29.7
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	29.6
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	29.3
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	29.3
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	29.2
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	29.1
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	28.8
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	28.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	28.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	28.5
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	27.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	27.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	27.4
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	27.3
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	27.3
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	27.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	27.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	27.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	26.9
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	26.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	26.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	26.2
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	26.0
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	26.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	26.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	25.9
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	25.7
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	25.6
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	25.6
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	25.5
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	25.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	25.0
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	24.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	24.7
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	24.5
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	24.5
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	24.5
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	24.3
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	24.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	24.1
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	24.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	23.5
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	23.5
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	23.5
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	23.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	23.0
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	22.9
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	22.6
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	22.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	22.2
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	22.1
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	21.9
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	21.6
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	21.5
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	21.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	21.4
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	21.3
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	21.3
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	21.2
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	21.2
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	21.1
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	21.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	21.1
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	21.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	20.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	20.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	20.7
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	20.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	20.4
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	20.3
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	20.3
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	20.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	20.2
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	19.8
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	19.8
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	19.6
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	18.8
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	18.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	18.2
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	17.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	17.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	17.8
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	17.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	17.5
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	17.5
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	17.3
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	17.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	17.1
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	17.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	17.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	16.9
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	16.9
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	16.8
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	16.8
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	16.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	16.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	16.7
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	16.7
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	16.6
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	16.6
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	16.5
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	16.4
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	16.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	16.3
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	16.3
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	16.3
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	16.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	16.1
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	16.0
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	16.0
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	15.9
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	15.8
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	15.8
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	15.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	15.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	15.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	15.3
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	15.2
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	15.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	15.0
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	14.8
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	14.8
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	14.7
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	14.7
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	14.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	14.6
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	14.3
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	14.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	14.2
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	14.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	14.0
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	13.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	13.6
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	13.6
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	13.5
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	13.5
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	13.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	13.2
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	13.1
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	12.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	12.9
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	12.7
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	12.6
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	12.6
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	12.5
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	12.5
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	12.5
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	12.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	12.3
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	12.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	12.0
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	11.9
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	11.4
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	11.3
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	11.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	11.0
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	10.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	10.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	10.8
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	10.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	10.5
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	10.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	10.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	10.1
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	9.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	9.7
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	9.7
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	9.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	9.4
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	9.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	9.3
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	9.1
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	9.1
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	9.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	8.9
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	8.8
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	8.7
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	8.7
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	8.7
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	8.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	8.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	8.4
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	8.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	8.2
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	8.1
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	8.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	8.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	7.9
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	7.9
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	7.5
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	7.5
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	7.1
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	7.1
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	7.0
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	6.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	6.3
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	6.3
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	6.3
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	6.2
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	5.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	5.8
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	5.7
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	5.7
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	5.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	5.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	5.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	5.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	4.4
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	4.4
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	4.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	3.8
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	3.2
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	3.2
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.0
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	2.8
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	2.2
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	1.9
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	1.9
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	1.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	1.5
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	1.5
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	1.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	1.0
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	0.8
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	0.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	0.1
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	0.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0069160003	Tumor	2.2
CPT0023690003	Tumor	1.6
CPT0069000003	Tumor	1.5
CPT0075560003	Tumor	1.2
CPT0065750003	Tumor	1.0
CPT0086030003	Tumor	0.9
CPT0000870016	Tumor	0.7
CPT0017850003	Tumor	0.6
CPT0064370003	Tumor	0.6
CPT0092790003	Tumor	0.4
CPT0019130003	Tumor	0.4
CPT0025880003	Tumor	0.4
CPT0086950003	Tumor	0.4
CPT0012080003	Tumor	0.4
CPT0001500009	Tumor	0.3
CPT0065810003	Tumor	0.3
CPT0086820003	Tumor	0.3
CPT0015730003	Tumor	0.2
CPT0078800003	Tumor	0.2
CPT0006730001	Normal	0.1
CPT0086870003	Tumor	0.1
CPT0000890001	Normal	0.1
CPT0001190001	Normal	0.1
CPT0086890003	Normal	0.0
CPT0007320003	Tumor	0.0
CPT0086360003	Tumor	0.0
CPT0078990003	Tumor	0.0
CPT0092190003	Normal	0.0
CPT0015910003	Tumor	0.0
CPT0012640003	Normal	0.0
CPT0006630003	Tumor	0.0
CPT0084590001	Normal	0.0
CPT0014370004	Tumor	0.0
CPT0063320003	Tumor	0.0
CPT0085670003	Tumor	0.0
CPT0092740003	Normal	-0.1
CPT0092160003	Tumor	-0.1
CPT0078830003	Tumor	-0.1
CPT0012090003	Normal	-0.1
CPT0081990003	Tumor	-0.1
CPT0015810003	Tumor	-0.1
CPT0010160003	Tumor	-0.1
CPT0025230003	Tumor	-0.1
CPT0025920001	Normal	-0.1
CPT0079380003	Tumor	-0.2
CPT0078840001	Normal	-0.2
CPT0023710001	Normal	-0.2
CPT0092730003	Tumor	-0.2
CPT0065820001	Normal	-0.2
CPT0086970003	Normal	-0.2
CPT0063330001	Normal	-0.2
CPT0001510001	Normal	-0.2
CPT0065870003	Tumor	-0.2
CPT0079230003	Tumor	-0.3
CPT0077500001	Normal	-0.3
CPT0069190001	Normal	-0.3
CPT0082010001	Normal	-0.3
CPT0092800003	Normal	-0.3
CPT0086370003	Normal	-0.3
CPT0001180009	Tumor	-0.3
CPT0077490003	Tumor	-0.4
CPT0086830003	Normal	-0.4
CPT0064400001	Normal	-0.4
CPT0012290003	Normal	-0.4
CPT0010170001	Normal	-0.4
CPT0018250001	Normal	-0.4
CPT0019160001	Normal	-0.5
CPT0012180003	Tumor	-0.5
CPT0084560003	Tumor	-0.5
CPT0069010001	Normal	-0.6
CPT0012280003	Tumor	-0.6
CPT0007470001	Normal	-0.7
CPT0075570001	Normal	-0.7
CPT0014350001	Normal	-0.8
CPT0079000001	Normal	-0.9
CPT0012670003	Tumor	-1.1
CPT0026410003	Tumor	N/A
CPT0002370001	Normal	N/A
CPT0000790001	Normal	N/A
CPT0088570001	Normal	N/A
CPT0076330003	Tumor	N/A
CPT0078660003	Tumor	N/A
CPT0065690003	Tumor	N/A
CPT0078930003	Tumor	N/A
CPT0011240003	Tumor	N/A
CPT0002350011	Tumor	N/A
CPT0012920003	Normal	N/A
CPT0088900003	Tumor	N/A
CPT0007870001	Normal	N/A
CPT0087040003	Tumor	N/A
CPT0025170003	Tumor	N/A
CPT0024670003	Tumor	N/A
CPT0021240003	Tumor	N/A
CPT0071150004	Tumor	N/A
CPT0089020003	Tumor	N/A
CPT0088970003	Tumor	N/A
CPT0066480003	Tumor	N/A
CPT0025610001	Normal	N/A
CPT0001350001	Normal	N/A
CPT0078940001	Normal	N/A
CPT0088760003	Tumor	N/A
CPT0002270011	Tumor	N/A
CPT0088550004	Tumor	N/A
CPT0077140001	Normal	N/A
CPT0025050003	Tumor	N/A
CPT0075720003	Tumor	N/A
CPT0012570003	Normal	N/A
CPT0089040001	Normal	N/A
CPT0019990003	Tumor	N/A
CPT0012900004	Tumor	N/A
CPT0000780007	Tumor	N/A
CPT0023360001	Normal	N/A
CPT0010110003	Tumor	N/A
CPT0092290003	Tumor	N/A
CPT0020120003	Tumor	N/A
CPT0088640003	Normal	N/A
CPT0088500001	Normal	N/A
CPT0006440003	Tumor	N/A
CPT0063630003	Tumor	N/A
CPT0001550001	Normal	N/A
CPT0014470001	Normal	N/A
CPT0006950001	Normal	N/A
CPT0007860003	Tumor	N/A
CPT0001340003	Tumor	N/A
CPT0011410003	Tumor	N/A
CPT0079180003	Tumor	N/A
CPT0063640001	Normal	N/A
CPT0009000003	Tumor	N/A
CPT0079270003	Tumor	N/A
CPT0001270001	Normal	N/A
CPT0025110003	Tumor	N/A
CPT0024680001	Normal	N/A
CPT0009020003	Normal	N/A
CPT0077310003	Tumor	N/A
CPT0014160003	Tumor	N/A
CPT0078530001	Normal	N/A
CPT0020020001	Normal	N/A
CPT0066520001	Normal	N/A
CPT0081600003	Tumor	N/A
CPT0088630003	Tumor	N/A
CPT0088710001	Normal	N/A
CPT0001260009	Tumor	N/A
CPT0065930003	Tumor	N/A
CPT0012770003	Normal	N/A
CPT0017410003	Tumor	N/A
CPT0023350003	Tumor	N/A
CPT0014130001	Normal	N/A
CPT0078510003	Tumor	N/A
CPT0066470004	Tumor	N/A
CPT0065450001	Normal	N/A
CPT0006900003	Tumor	N/A
CPT0020130001	Normal	N/A
CPT0089480003	Normal	N/A
CPT0088920001	Normal	N/A
CPT0077110003	Tumor	N/A
CPT0025290003	Tumor	N/A
CPT0012550003	Tumor	N/A
CPT0017450001	Normal	N/A
CPT0077320001	Normal	N/A
CPT0092310003	Normal	N/A
CPT0079480003	Tumor	N/A
CPT0006530001	Normal	N/A
CPT0065430003	Tumor	N/A
CPT0081620001	Normal	N/A
CPT0078670001	Normal	N/A
CPT0089460004	Tumor	N/A
CPT0088690003	Tumor	N/A
CPT0014450004	Tumor	N/A
CPT0076350001	Normal	N/A
CPT0025350003	Tumor	N/A
CPT0012370003	Tumor	N/A
CPT0009080003	Normal	N/A
CPT0079410003	Tumor	N/A
CPT0001230001	Normal	N/A
CPT0079510001	Normal	N/A
CPT0066430001	Normal	N/A
CPT0001540009	Tumor	N/A
CPT0010120001	Normal	N/A
CPT0075170001	Normal	N/A
CPT0000640003	Tumor	N/A
CPT0088780001	Normal	N/A
CPT0079300001	Normal	N/A
CPT0081880003	Tumor	N/A
CPT0013790003	Normal	N/A
CPT0087050003	Normal	N/A
CPT0009060003	Tumor	N/A
CPT0001220008	Tumor	N/A
CPT0088480003	Tumor	N/A
CPT0026420001	Normal	N/A
CPT0079430001	Normal	N/A
CPT0025580004	Tumor	N/A
CPT0025060001	Normal	N/A
CPT0075130003	Tumor	N/A
CPT0000660001	Normal	N/A
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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 HPA028305	Antibody HPA031633
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