Expression of DMGDH 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

DMGDH is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 1.44

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

3.5

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	18.9
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	18.3
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	16.5
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	9.7
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	9.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	8.0
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	7.7
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	7.7
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	7.4
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	7.2
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	6.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	5.8
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	5.4
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	5.4
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	5.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	4.9
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	4.7
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	4.6
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	4.5
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	4.3
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	4.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	4.1
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	4.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	3.9
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	3.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	3.5
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	3.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	2.6
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	2.5
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	2.5
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	2.2
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	2.1
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	2.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	2.0
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	1.9
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	1.7
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	1.7
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	1.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	1.5
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	1.5
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	1.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	1.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	1.2
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	1.2
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	1.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	1.1
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	0.9
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	0.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	0.8
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	0.6
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	0.6
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	0.5
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	0.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	0.3
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	0.2
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	0.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	0.1
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	0.1
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	0.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	0.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 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

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 30.32

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

32.2

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	154.5
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	150.4
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	127.1
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	119.2
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	112.5
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	109.1
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	106.7
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	104.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	103.0
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	100.2
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	96.9
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	93.1
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	93.0
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	90.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	87.2
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	85.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	84.8
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	83.7
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	83.0
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	82.1
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	81.6
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	81.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	79.6
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	79.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	78.8
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	78.3
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	77.8
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	77.7
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	77.2
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	76.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	76.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	74.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	70.2
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	69.9
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	69.8
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	69.6
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	68.1
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	66.9
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	66.6
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	66.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	65.5
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	65.2
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	65.2
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	64.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	64.4
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	64.2
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	63.8
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	63.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	62.2
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	61.9
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	61.3
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	60.9
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	60.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	60.1
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	59.4
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	59.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	57.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	57.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	57.3
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	56.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	56.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	56.7
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	56.3
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	56.1
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	55.9
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	55.6
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	55.6
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	55.4
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	55.0
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	55.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	54.4
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	53.8
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	53.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	53.6
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	53.5
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	53.5
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	53.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	53.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	53.2
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	53.1
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	52.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	52.8
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	52.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	52.7
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	52.4
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	51.7
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	51.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	51.5
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	51.5
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	51.2
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	51.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	51.1
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	51.0
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	50.8
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	50.7
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	50.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	50.4
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	50.2
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	50.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	50.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	49.9
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	49.9
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	49.8
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	49.3
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	49.2
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	49.1
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	48.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	48.9
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	48.6
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	48.5
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	48.5
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	48.2
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	47.8
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	47.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	47.5
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	47.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	47.3
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	47.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	46.8
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	46.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	46.8
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	46.7
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	46.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	46.7
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	46.2
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	46.2
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	45.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	45.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	45.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	45.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	45.2
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	45.0
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	45.0
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	44.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	44.7
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	44.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	44.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	44.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	43.8
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	43.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	43.6
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	43.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	43.3
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	43.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	43.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	42.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	42.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	42.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	42.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	42.2
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	42.2
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	42.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	41.9
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	41.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	41.8
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	41.8
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	41.8
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	41.7
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	41.5
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	41.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	41.1
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	41.0
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	40.8
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	40.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	40.5
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	40.5
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	40.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	40.2
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	39.8
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	39.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	39.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	39.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	39.3
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	39.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	39.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	39.0
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	39.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	38.4
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	38.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	37.9
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	37.7
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	37.6
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	37.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	37.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	37.3
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	37.3
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	37.3
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	37.1
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	37.0
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	36.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	36.8
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	36.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	36.7
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	36.6
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	36.6
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	36.5
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	36.3
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	36.1
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	35.9
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	35.7
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	35.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	35.3
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	35.3
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	35.1
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	35.1
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	35.0
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	35.0
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	34.9
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	34.8
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	34.8
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	34.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	34.5
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	34.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	34.3
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	34.1
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	33.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	33.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	33.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	33.3
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	33.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	33.0
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	32.9
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	32.6
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	32.5
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	32.3
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	31.9
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	31.8
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	31.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	31.6
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	31.6
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	31.5
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	31.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	31.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	31.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	30.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	30.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	30.9
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	30.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	30.8
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	30.7
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	30.4
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	30.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	30.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	30.2
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	29.9
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	29.9
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	29.8
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	29.7
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	29.7
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	29.5
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	29.4
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	29.3
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	29.3
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	29.2
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	28.9
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	28.9
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	28.8
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	28.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	28.7
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	28.5
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	28.5
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	28.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	28.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	28.4
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	28.0
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	28.0
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	27.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	27.9
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	27.8
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	27.7
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	27.7
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	27.5
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	27.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	27.1
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	27.0
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	26.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	26.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	26.4
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	26.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	26.3
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	26.3
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	26.3
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	26.1
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	26.0
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	25.7
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	25.7
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	25.7
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	25.4
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	25.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	25.4
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	25.4
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	24.9
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	24.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	24.9
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	24.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	24.5
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	24.5
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	24.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	24.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	24.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	24.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	24.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	24.0
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	23.8
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	23.7
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	23.7
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	23.7
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	23.6
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	23.4
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	23.3
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	23.3
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	23.2
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	23.2
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	23.0
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	22.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	22.6
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	22.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	22.3
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	22.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	22.1
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	22.1
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	22.0
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	22.0
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	21.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	21.5
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	21.5
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	21.3
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	21.2
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	21.1
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	21.1
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	21.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	20.6
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	20.5
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	20.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	20.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	20.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	20.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	19.9
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	19.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	19.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	19.4
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	19.3
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	19.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	19.0
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	18.9
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	18.9
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	18.9
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	18.9
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	18.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	18.3
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	18.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	18.2
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	18.2
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	18.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	18.1
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	18.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	17.8
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	17.7
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	17.6
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	17.6
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	17.5
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	17.2
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	17.2
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	17.1
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	17.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	17.0
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	16.9
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	16.7
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	16.7
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	16.6
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	16.5
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	16.5
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	16.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	16.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	16.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	16.0
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	15.9
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	15.6
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	15.5
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	15.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	15.5
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	15.4
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	15.4
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	15.4
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	15.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	15.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	15.1
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	14.9
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	14.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	14.5
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	14.5
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	14.4
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	14.1
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	14.1
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	14.1
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	13.8
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	13.7
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	13.5
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	13.3
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	13.1
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	13.0
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	12.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	12.9
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	12.7
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	12.6
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	12.5
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	12.4
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	12.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	12.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	12.2
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	12.2
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	12.0
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	11.9
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	11.9
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	11.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	11.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	11.4
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	11.3
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	11.2
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	11.1
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	11.0
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	10.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	10.9
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	10.8
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	10.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	10.6
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	10.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	10.4
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	10.3
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	10.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	9.9
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	9.9
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	9.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	9.6
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	9.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	9.5
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	9.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	9.3
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	9.3
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	9.1
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	9.1
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	8.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	8.6
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	8.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	8.4
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	8.1
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	8.0
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	8.0
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	7.9
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	7.8
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	7.7
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	7.6
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	7.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	7.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	7.4
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	7.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	7.3
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	7.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	7.2
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	7.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	7.1
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	7.1
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	7.1
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	7.0
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	6.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	6.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	6.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	6.6
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	6.4
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	6.3
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	6.2
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	6.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	6.1
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	6.1
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	5.9
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	5.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	5.6
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	5.5
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	5.4
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	5.3
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	5.3
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	5.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	5.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	4.9
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	4.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	4.6
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	4.4
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	4.1
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	3.9
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	3.9
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	3.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	3.7
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	3.5
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	3.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	3.3
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	3.3
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	3.1
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	3.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	3.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	2.8
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	2.8
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	2.7
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	2.5
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	2.4
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	1.9
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	1.7
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	1.7
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	1.3
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	1.1
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.0
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	0.9
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	0.8
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	0.6
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	0.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	0.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	0.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.2
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	0.1
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	0.0
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 30.87

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

47.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	153.1
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	124.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	124.0
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	118.0
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	115.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	100.3
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	98.5
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	83.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	80.8
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	79.6
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	78.6
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	77.2
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	75.5
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	72.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	70.5
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	68.4
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	68.1
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	66.9
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	66.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	64.9
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	64.4
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	64.3
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	63.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	60.3
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	58.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	58.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	58.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	58.0
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	57.2
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	56.8
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	56.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	56.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	55.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	55.7
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	55.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	54.7
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	54.4
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	54.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	54.1
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	53.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	53.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	52.6
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	52.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	52.3
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	51.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	51.2
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	50.4
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	49.5
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	49.1
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	48.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	47.3
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	47.0
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	46.4
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	44.0
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	41.7
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	41.1
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	40.6
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	38.8
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	38.0
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	37.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	37.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	37.4
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	36.3
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	36.1
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	35.5
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	35.4
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	33.9
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	33.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	33.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	33.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	33.1
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	31.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	31.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	30.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	30.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	29.3
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	28.4
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	27.3
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	26.7
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	26.0
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	24.5
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	22.9
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	22.5
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	22.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	17.8
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	16.4
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	14.0
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	12.8
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	11.9
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	11.2
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	11.1
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	8.7
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	7.8
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	7.5
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	4.8
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	4.6
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	3.8
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	2.6
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	1.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	0.4
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5.34

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

282

Samples

Sample	Description	TPM
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	138.7
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	76.6
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	62.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	53.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	52.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	51.7
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	47.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	46.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	46.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	45.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	43.5
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	42.0
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	39.5
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	38.7
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	36.7
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	36.7
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	35.7
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	35.6
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	35.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	31.8
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	31.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	31.0
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	30.8
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	30.8
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	30.4
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	29.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	28.6
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	28.5
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	28.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	27.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	27.9
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	27.8
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	27.3
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	26.1
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	26.1
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	26.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	25.3
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	25.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	25.2
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	24.2
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	23.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	22.9
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	22.9
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	22.9
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	21.4
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	20.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	20.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	20.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	20.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	20.0
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	20.0
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	19.8
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	19.8
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	19.5
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	19.3
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	19.1
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	19.0
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	18.7
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	18.4
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	18.4
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	18.2
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	17.7
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	17.6
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	17.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	17.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	17.3
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	17.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	17.2
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	17.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	17.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	17.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	17.0
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	16.9
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	16.7
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	16.4
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	16.4
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	16.4
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	16.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	16.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	16.2
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	16.1
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	16.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	15.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	15.8
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	15.7
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	15.7
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	15.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	15.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	15.4
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	15.3
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	15.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	15.1
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	15.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	14.9
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	14.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	14.7
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	14.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	14.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	14.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	14.4
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	14.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	14.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	14.3
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	13.9
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	13.9
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	13.9
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	13.5
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	13.5
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	13.4
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	13.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	13.3
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	13.2
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	13.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	13.1
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	12.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	12.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	12.8
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	12.8
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	12.7
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	12.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	12.6
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	12.6
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	12.5
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	12.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	12.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	12.3
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	12.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	12.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	12.1
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	12.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	11.9
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	11.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	11.7
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	11.7
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	11.5
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	11.5
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	11.4
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	11.4
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	11.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	11.4
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	11.3
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	11.3
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	11.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	11.1
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	11.0
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	11.0
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	11.0
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	10.8
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	10.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	10.4
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	10.2
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	9.9
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	9.8
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	9.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	9.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	9.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	9.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	9.5
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	9.5
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	9.5
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	9.2
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	9.1
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	9.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	9.1
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	9.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	8.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	8.6
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	8.5
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	8.4
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	8.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	8.4
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	8.4
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	8.4
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	8.2
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	8.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	8.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	8.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	8.0
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	8.0
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	7.9
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	7.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	7.8
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	7.8
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	7.8
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	7.7
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	7.6
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	7.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	7.6
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	7.5
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	7.4
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	7.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	7.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	7.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	7.2
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	7.2
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	7.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	7.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	7.1
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	7.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	7.0
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	6.7
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	6.7
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	6.4
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	6.4
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	6.3
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	6.2
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	6.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	6.1
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	6.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	6.0
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	6.0
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	6.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	5.9
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	5.8
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	5.7
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	5.7
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	5.6
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	5.6
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	5.6
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	5.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	5.5
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	5.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	5.4
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	5.4
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	5.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	5.3
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	5.3
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	5.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	5.0
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	4.8
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	4.8
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	4.7
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	4.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	4.6
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	4.6
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	4.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	4.5
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	4.3
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	4.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	4.2
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	4.1
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	4.1
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	4.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	4.0
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	3.9
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	3.9
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	3.9
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	3.8
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	3.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	3.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	3.6
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	3.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	3.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	3.1
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	3.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	2.9
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	2.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	2.7
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	2.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	2.7
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	2.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	2.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	2.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	1.6
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	1.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	1.3
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	1.1
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	1.0
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	0.9
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	0.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	0.6
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	0.5
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	0.4
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	0.3
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	0.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	0.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	0.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	0.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	0.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	0.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0006950001	Normal	1.4
CPT0026420001	Normal	1.3
CPT0009080003	Normal	1.2
CPT0092740003	Normal	1.2
CPT0012770003	Normal	1.1
CPT0077140001	Normal	1.1
CPT0088920001	Normal	1.1
CPT0078840001	Normal	1.1
CPT0089480003	Normal	1.1
CPT0088780001	Normal	1.1
CPT0092800003	Normal	1.0
CPT0079000001	Normal	1.0
CPT0014350001	Normal	1.0
CPT0007870001	Normal	1.0
CPT0087050003	Normal	0.9
CPT0025610001	Normal	0.9
CPT0000790001	Normal	0.9
CPT0000890001	Normal	0.9
CPT0025060001	Normal	0.9
CPT0078670001	Normal	0.9
CPT0092310003	Normal	0.9
CPT0069010001	Normal	0.9
CPT0066430001	Normal	0.9
CPT0013790003	Normal	0.9
CPT0023710001	Normal	0.8
CPT0010170001	Normal	0.8
CPT0064400001	Normal	0.8
CPT0001350001	Normal	0.8
CPT0086370003	Normal	0.8
CPT0065450001	Normal	0.8
CPT0020130001	Normal	0.7
CPT0081620001	Normal	0.7
CPT0020020001	Normal	0.7
CPT0086970003	Normal	0.7
CPT0001500009	Tumor	0.7
CPT0077500001	Normal	0.7
CPT0078530001	Normal	0.7
CPT0012090003	Normal	0.7
CPT0088710001	Normal	0.6
CPT0079430001	Normal	0.6
CPT0086890003	Normal	0.6
CPT0063640001	Normal	0.6
CPT0078940001	Normal	0.6
CPT0023360001	Normal	0.6
CPT0012570003	Normal	0.6
CPT0088640003	Normal	0.6
CPT0025920001	Normal	0.6
CPT0009020003	Normal	0.5
CPT0088500001	Normal	0.5
CPT0063330001	Normal	0.5
CPT0001510001	Normal	0.5
CPT0024680001	Normal	0.4
CPT0014470001	Normal	0.4
CPT0082010001	Normal	0.4
CPT0065820001	Normal	0.4
CPT0089040001	Normal	0.4
CPT0018250001	Normal	0.4
CPT0012920003	Normal	0.3
CPT0002270011	Tumor	0.3
CPT0014130001	Normal	0.3
CPT0066520001	Normal	0.3
CPT0086830003	Normal	0.2
CPT0001550001	Normal	0.2
CPT0075570001	Normal	0.2
CPT0017450001	Normal	0.2
CPT0088570001	Normal	0.2
CPT0006730001	Normal	0.2
CPT0000660001	Normal	0.2
CPT0012900004	Tumor	0.1
CPT0002370001	Normal	0.0
CPT0012290003	Normal	0.0
CPT0064370003	Tumor	0.0
CPT0006530001	Normal	0.0
CPT0009060003	Tumor	-0.1
CPT0007470001	Normal	-0.1
CPT0076350001	Normal	-0.1
CPT0001230001	Normal	-0.2
CPT0024670003	Tumor	-0.2
CPT0066470004	Tumor	-0.3
CPT0025110003	Tumor	-0.3
CPT0019160001	Normal	-0.3
CPT0012550003	Tumor	-0.3
CPT0069190001	Normal	-0.3
CPT0010120001	Normal	-0.3
CPT0001190001	Normal	-0.3
CPT0012640003	Normal	-0.4
CPT0078510003	Tumor	-0.4
CPT0019990003	Tumor	-0.4
CPT0092290003	Tumor	-0.4
CPT0012670003	Tumor	-0.5
CPT0088690003	Tumor	-0.5
CPT0086820003	Tumor	-0.5
CPT0014450004	Tumor	-0.5
CPT0014370004	Tumor	-0.6
CPT0077310003	Tumor	-0.6
CPT0014160003	Tumor	-0.6
CPT0079300001	Normal	-0.6
CPT0065810003	Tumor	-0.6
CPT0086870003	Tumor	-0.6
CPT0089460004	Tumor	-0.7
CPT0088900003	Tumor	-0.7
CPT0020120003	Tumor	-0.7
CPT0063320003	Tumor	-0.7
CPT0087040003	Tumor	-0.7
CPT0079410003	Tumor	-0.7
CPT0025050003	Tumor	-0.7
CPT0025880003	Tumor	-0.7
CPT0075170001	Normal	-0.7
CPT0079270003	Tumor	-0.7
CPT0086950003	Tumor	-0.7
CPT0000780007	Tumor	-0.7
CPT0007860003	Tumor	-0.8
CPT0023350003	Tumor	-0.8
CPT0026410003	Tumor	-0.8
CPT0092790003	Tumor	-0.8
CPT0078830003	Tumor	-0.8
CPT0009000003	Tumor	-0.9
CPT0075560003	Tumor	-0.9
CPT0071150004	Tumor	-0.9
CPT0001270001	Normal	-0.9
CPT0015730003	Tumor	-0.9
CPT0075720003	Tumor	-0.9
CPT0078930003	Tumor	-0.9
CPT0006440003	Tumor	-0.9
CPT0007320003	Tumor	-0.9
CPT0010160003	Tumor	-1.0
CPT0088630003	Tumor	-1.0
CPT0006900003	Tumor	-1.0
CPT0012080003	Tumor	-1.0
CPT0092160003	Tumor	-1.0
CPT0000640003	Tumor	-1.1
CPT0001260009	Tumor	-1.1
CPT0023690003	Tumor	-1.1
CPT0079480003	Tumor	-1.1
CPT0025170003	Tumor	-1.1
CPT0011240003	Tumor	-1.1
CPT0006630003	Tumor	-1.1
CPT0089020003	Tumor	-1.1
CPT0001540009	Tumor	-1.1
CPT0025350003	Tumor	-1.1
CPT0088760003	Tumor	-1.1
CPT0069000003	Tumor	-1.1
CPT0077490003	Tumor	-1.2
CPT0088970003	Tumor	-1.2
CPT0081600003	Tumor	-1.2
CPT0079510001	Normal	-1.2
CPT0085670003	Tumor	-1.2
CPT0086360003	Tumor	-1.2
CPT0015910003	Tumor	-1.2
CPT0000870016	Tumor	-1.2
CPT0015810003	Tumor	-1.2
CPT0012280003	Tumor	-1.2
CPT0019130003	Tumor	-1.3
CPT0002350011	Tumor	-1.3
CPT0077110003	Tumor	-1.3
CPT0012370003	Tumor	-1.3
CPT0025580004	Tumor	-1.3
CPT0021240003	Tumor	-1.3
CPT0001220008	Tumor	-1.3
CPT0077320001	Normal	-1.4
CPT0065930003	Tumor	-1.4
CPT0010110003	Tumor	-1.4
CPT0063630003	Tumor	-1.4
CPT0079180003	Tumor	-1.4
CPT0078800003	Tumor	-1.4
CPT0086030003	Tumor	-1.5
CPT0081990003	Tumor	-1.5
CPT0065430003	Tumor	-1.5
CPT0066480003	Tumor	-1.5
CPT0092730003	Tumor	-1.5
CPT0075130003	Tumor	-1.5
CPT0088480003	Tumor	-1.5
CPT0069160003	Tumor	-1.5
CPT0025290003	Tumor	-1.5
CPT0017410003	Tumor	-1.5
CPT0078990003	Tumor	-1.5
CPT0025230003	Tumor	-1.6
CPT0092190003	Normal	-1.6
CPT0001180009	Tumor	-1.6
CPT0065690003	Tumor	-1.6
CPT0081880003	Tumor	-1.6
CPT0076330003	Tumor	-1.7
CPT0079230003	Tumor	-1.7
CPT0078660003	Tumor	-1.8
CPT0065870003	Tumor	-1.8
CPT0065750003	Tumor	-1.9
CPT0084590001	Normal	-1.9
CPT0001340003	Tumor	-2.0
CPT0088550004	Tumor	-2.2
CPT0012180003	Tumor	-2.3
CPT0084560003	Tumor	-2.3
CPT0079380003	Tumor	-2.4
CPT0017850003	Tumor	-2.4
CPT0011410003	Tumor	-2.6
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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 HPA036441	Antibody HPA036442
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