Expression of MPI 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

MPI is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 26.88

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

23.2

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	60.7
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	56.5
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	55.4
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	52.6
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	52.6
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	39.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	37.4
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	34.1
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	33.9
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	32.2
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	32.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	29.2
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	28.9
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	27.0
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	26.8
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	26.6
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	25.7
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	25.5
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	24.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	24.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	24.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	24.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	24.3
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	24.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	23.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	23.7
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	23.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	22.4
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	22.3
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	22.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	21.9
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	21.1
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	20.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	20.0
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	19.9
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	19.6
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	18.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	18.7
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	18.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	18.6
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	18.4
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	18.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	17.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	17.1
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	17.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	16.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	16.8
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	16.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	16.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	16.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	15.5
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	14.8
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	14.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	13.5
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	13.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	12.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	11.8
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	11.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	10.8
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	10.1
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	8.8
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	8.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	8.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	5.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 41.2

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

57.6

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	175.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	140.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	126.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	125.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	118.2
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	115.7
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	114.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	112.5
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	109.6
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	108.6
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	107.8
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	106.6
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	106.1
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	106.1
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	104.8
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	104.4
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	103.0
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	102.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	102.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	102.6
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	102.6
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	102.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	102.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	102.4
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	101.9
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	101.5
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	101.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	101.3
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	101.1
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	101.0
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	100.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	99.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	99.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	99.5
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	97.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	97.5
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	97.3
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	97.2
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	97.2
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	95.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	94.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	94.7
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	93.9
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	93.8
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	93.1
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	92.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	92.2
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	92.1
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	91.9
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	91.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	90.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	89.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	89.5
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	89.3
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	89.2
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	88.7
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	88.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	88.4
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	88.3
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	88.2
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	87.4
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	87.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	86.9
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	86.9
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	86.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	86.8
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	86.6
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	86.5
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	86.1
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	85.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	85.5
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	85.3
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	84.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	84.2
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	83.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	83.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	83.6
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	83.5
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	83.1
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	82.6
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	82.6
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	82.5
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	82.3
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	82.2
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	82.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	81.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	81.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	81.6
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	81.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	80.9
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	80.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	80.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	80.4
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	79.9
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	79.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	79.7
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	79.3
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	79.2
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	79.0
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	78.9
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	78.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	78.7
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	78.6
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	78.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	78.0
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	78.0
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	77.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	77.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	77.6
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	77.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	77.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	77.4
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	77.2
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	77.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	76.9
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	76.9
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	76.9
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	76.9
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	76.8
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	76.7
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	76.4
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	76.2
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	75.9
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	75.9
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	75.8
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	75.7
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	75.6
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	75.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	75.1
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	75.1
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	75.0
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	74.7
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	74.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	74.0
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	73.9
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	73.7
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	73.7
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	73.6
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	73.5
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	73.2
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	73.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	73.1
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	72.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	72.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	72.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	72.4
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	72.3
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	71.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	71.9
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	71.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	71.5
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	71.3
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	71.3
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	71.3
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	71.1
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	70.6
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	70.6
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	70.4
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	70.4
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	70.1
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	69.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	69.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	69.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	69.4
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	69.4
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	69.3
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	68.9
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	68.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	68.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	68.5
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	67.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	67.8
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	67.8
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	67.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	67.5
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	67.4
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	66.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	66.6
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	66.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	66.2
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	66.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	66.0
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	66.0
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	65.9
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	65.7
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	65.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	65.6
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	65.4
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	65.2
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	65.2
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	65.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	64.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	64.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	64.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	64.4
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	64.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	64.3
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	64.1
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	64.0
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	63.9
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	63.9
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	63.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	63.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	63.8
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	63.6
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	63.4
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	63.4
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	63.3
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	62.6
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	62.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	62.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	62.5
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	62.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	62.3
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	62.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	62.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	62.1
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	61.9
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	61.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	61.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	61.7
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	61.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	61.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	61.3
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	61.1
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	61.0
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	61.0
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	60.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	60.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	60.2
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	60.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	59.9
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	59.6
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	59.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	59.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	58.9
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	58.8
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	58.8
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	58.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	58.7
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	58.5
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	58.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	58.4
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	58.3
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	57.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	57.8
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	57.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	57.6
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	57.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	57.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	57.2
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	56.7
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	56.6
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	56.4
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	56.4
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	56.2
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	56.1
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	55.6
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	55.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	55.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	55.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	55.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	55.2
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	55.2
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	54.7
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	54.6
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	54.6
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	54.5
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	54.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	54.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	54.1
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	53.8
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	53.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	53.8
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	53.7
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	53.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	53.6
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	53.5
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	53.5
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	53.4
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	53.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	53.2
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	53.2
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	53.2
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	53.1
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	53.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	52.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	52.1
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	52.0
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	52.0
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	51.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	51.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	51.5
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	51.5
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	51.4
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	51.3
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	51.2
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	51.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	51.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	50.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	50.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	50.8
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	50.7
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	50.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	50.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	50.3
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	50.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	50.0
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	49.9
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	49.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	49.7
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	49.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	49.2
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	49.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	49.1
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	49.1
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	48.9
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	48.9
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	48.6
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	48.6
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	48.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	48.2
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	48.1
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	47.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	47.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	46.9
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	46.9
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	46.8
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	46.8
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	46.7
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	46.7
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	46.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	46.5
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	46.5
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	46.5
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	46.4
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	46.3
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	46.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	46.3
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	46.0
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	46.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	46.0
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	45.9
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	45.9
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	45.8
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	45.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	45.7
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	45.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	45.6
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	45.5
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	45.2
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	45.2
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	45.0
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	44.9
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	44.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	44.4
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	44.1
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	44.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	44.0
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	44.0
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	43.9
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	43.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	43.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	42.9
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	42.9
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	42.4
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	42.4
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	42.0
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	41.9
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	41.8
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	41.8
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	41.7
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	41.5
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	41.4
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	41.4
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	41.2
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	41.2
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	41.1
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	41.1
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	41.1
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	41.0
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	40.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	40.6
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	40.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	40.3
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	40.2
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	40.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	40.0
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	39.9
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	39.9
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	39.6
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	39.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	39.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	39.4
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	39.1
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	38.9
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	38.4
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	38.3
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	38.1
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	38.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	38.1
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	38.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	38.0
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	37.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	37.7
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	37.7
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	37.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	37.2
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	37.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	36.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	36.9
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	36.8
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	36.8
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	36.5
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	36.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	36.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	36.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	36.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	36.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	36.1
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	35.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	35.9
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	35.9
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	35.7
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	35.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	35.5
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	35.3
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	35.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	35.1
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	34.8
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	34.2
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	34.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	34.1
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	33.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	33.4
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	33.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	33.1
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	33.1
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	33.1
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	32.9
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	32.5
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	32.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	32.0
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	31.9
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	31.8
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	31.7
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	31.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	31.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	31.4
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	31.0
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	30.8
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	30.8
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	30.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	30.7
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	30.5
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	30.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	29.5
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	29.1
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	28.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	28.4
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	28.3
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	28.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	28.3
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	28.2
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	28.1
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	27.2
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	26.9
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	26.7
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	26.6
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	26.6
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	26.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	26.0
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	26.0
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	25.8
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	25.7
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	25.6
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	25.4
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	25.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	25.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	24.3
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	23.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	23.1
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	21.7
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	21.2
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	20.8
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	20.2
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	19.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	19.7
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	19.4
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	19.4
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	19.1
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	19.1
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	19.1
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	19.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	18.6
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	17.8
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	17.4
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	17.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	16.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	16.7
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	16.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	16.4
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	16.2
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	15.7
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	14.9
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	14.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	14.4
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	14.1
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	14.0
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	13.9
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	13.8
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	13.1
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	12.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	12.7
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	12.5
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	12.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	11.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	10.4
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	9.7
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	7.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	5.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 34.63

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

51.3

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	95.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	95.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	93.0
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	92.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	91.6
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	86.4
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	83.2
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	82.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	77.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	76.2
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	75.7
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	74.2
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	73.7
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	73.5
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	73.1
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	72.4
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	71.5
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	70.8
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	70.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	69.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	68.2
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	68.2
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	66.1
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	65.7
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	65.3
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	64.2
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	63.5
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	63.4
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	61.6
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	61.5
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	61.4
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	59.7
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	59.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	58.1
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	58.1
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	57.8
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	57.5
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	57.4
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	57.3
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	56.9
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	55.5
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	55.3
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	54.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	54.6
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	54.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	54.1
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	54.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	53.5
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	53.2
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	52.5
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	52.2
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	52.0
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	51.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	51.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	49.5
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	48.7
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	47.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	46.3
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	45.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	45.7
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	44.9
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	43.7
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	42.2
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	42.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	40.9
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	40.8
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	39.9
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	39.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	39.1
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	38.8
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	38.3
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	37.9
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	37.9
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	37.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	36.9
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	36.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	36.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	35.9
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	34.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	34.5
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	33.8
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	33.2
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	31.7
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	31.6
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	29.1
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	28.8
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	28.7
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	27.9
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	26.6
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	26.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	25.9
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	24.7
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	24.0
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	23.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	22.8
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	20.3
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	17.7
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	16.5
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	14.3
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	8.2
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 22.94

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

31.9

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	91.2
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	80.1
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	79.3
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	77.1
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	75.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	71.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	70.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	69.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	68.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	67.6
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	67.1
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	66.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	66.0
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	61.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	60.1
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	59.3
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	58.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	58.9
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	56.8
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	56.2
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	56.0
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	55.5
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	55.5
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	53.8
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	53.7
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	53.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	52.5
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	51.6
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	51.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	51.1
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	50.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	50.4
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	50.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	49.6
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	48.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	48.7
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	48.2
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	48.1
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	47.3
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	47.2
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	47.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	46.6
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	46.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	45.9
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	45.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	45.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	44.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	44.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	44.1
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	43.6
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	43.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	43.1
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	42.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	42.8
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	42.4
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	41.7
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	41.2
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	40.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	40.9
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	40.1
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	40.0
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	39.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	39.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	39.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	39.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	39.1
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	39.1
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	39.0
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	38.8
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	38.4
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	37.7
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	37.7
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	37.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	37.4
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	37.1
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	36.9
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	36.8
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	36.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	36.6
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	36.4
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	35.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	35.8
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	35.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	35.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	35.0
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	34.9
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	34.4
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	34.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	34.1
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	34.1
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	34.1
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	34.0
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	34.0
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	33.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	33.9
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	33.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	33.0
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	33.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	32.8
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	32.8
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	32.8
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	32.7
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	32.7
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	32.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	32.5
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	32.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	32.2
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	32.2
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	32.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	32.1
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	32.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	31.9
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	31.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	31.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	31.8
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	31.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	31.8
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	31.8
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	31.7
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	31.7
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	31.7
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	31.6
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	31.6
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	31.2
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	31.2
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	31.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	31.1
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	31.1
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	31.1
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	31.1
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	30.9
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	30.8
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	30.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	30.8
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	30.5
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	30.5
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	30.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	30.2
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	30.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	29.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	29.5
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	29.4
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	29.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	29.3
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	29.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	29.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	29.0
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	28.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	28.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	28.6
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	28.5
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	28.3
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	28.2
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	27.9
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	27.8
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	27.8
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	27.7
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	27.7
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	27.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	27.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	27.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	27.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	27.2
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	27.1
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	27.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	26.6
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	26.4
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	26.2
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	26.2
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	26.1
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	26.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	25.9
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	25.8
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	25.8
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	25.5
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	25.5
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	25.1
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	25.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	25.0
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	24.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	24.7
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	24.7
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	24.7
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	24.6
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	24.4
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	24.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	24.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	24.3
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	24.2
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	24.0
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	23.9
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	23.7
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	23.5
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	23.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	23.3
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	23.2
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	23.0
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	22.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	22.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	22.7
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	22.7
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	22.7
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	22.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	22.6
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	22.5
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	22.4
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	22.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	22.3
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	22.3
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	22.1
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	22.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	22.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	21.9
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	21.7
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	21.6
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	21.5
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	21.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	21.1
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	21.0
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	21.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	20.9
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	20.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	20.7
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	20.5
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	20.5
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	20.5
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	20.4
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	20.1
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	20.1
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	20.0
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	20.0
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	19.9
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	19.9
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	19.9
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	19.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	19.5
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	19.4
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	19.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	19.3
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	19.2
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	19.1
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	19.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	18.9
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	18.9
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	18.8
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	18.5
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	18.5
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	18.4
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	18.2
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	17.9
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	17.8
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	17.6
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	17.5
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	17.5
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	17.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	17.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	16.7
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	16.6
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	16.5
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	16.5
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	16.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	16.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	15.8
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	15.6
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	15.6
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	15.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	15.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	15.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	15.0
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	14.7
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	13.3
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	13.1
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	12.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	12.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	12.2
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	12.0
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	11.5
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	10.7
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	10.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	10.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	10.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	9.6
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0009000003	Tumor	1.4
CPT0025230003	Tumor	1.2
CPT0079480003	Tumor	1.1
CPT0021240003	Tumor	1.1
CPT0006630003	Tumor	1.0
CPT0079270003	Tumor	1.0
CPT0025110003	Tumor	0.9
CPT0089460004	Tumor	0.9
CPT0025350003	Tumor	0.9
CPT0025880003	Tumor	0.9
CPT0026410003	Tumor	0.9
CPT0065930003	Tumor	0.9
CPT0012370003	Tumor	0.9
CPT0006440003	Tumor	0.9
CPT0012080003	Tumor	0.8
CPT0071150004	Tumor	0.8
CPT0077110003	Tumor	0.8
CPT0025580004	Tumor	0.8
CPT0001540009	Tumor	0.8
CPT0077490003	Tumor	0.7
CPT0000780007	Tumor	0.7
CPT0078930003	Tumor	0.7
CPT0000870016	Tumor	0.7
CPT0006900003	Tumor	0.7
CPT0089020003	Tumor	0.7
CPT0065810003	Tumor	0.7
CPT0011240003	Tumor	0.7
CPT0025050003	Tumor	0.7
CPT0019130003	Tumor	0.7
CPT0024670003	Tumor	0.6
CPT0019990003	Tumor	0.6
CPT0012900004	Tumor	0.6
CPT0010160003	Tumor	0.5
CPT0078830003	Tumor	0.5
CPT0078990003	Tumor	0.5
CPT0086030003	Tumor	0.5
CPT0001180009	Tumor	0.5
CPT0014370004	Tumor	0.4
CPT0000640003	Tumor	0.4
CPT0069000003	Tumor	0.4
CPT0066470004	Tumor	0.4
CPT0001220008	Tumor	0.4
CPT0079230003	Tumor	0.4
CPT0087040003	Tumor	0.4
CPT0088480003	Tumor	0.3
CPT0063320003	Tumor	0.3
CPT0001260009	Tumor	0.3
CPT0014450004	Tumor	0.3
CPT0065750003	Tumor	0.3
CPT0092290003	Tumor	0.2
CPT0025290003	Tumor	0.2
CPT0088760003	Tumor	0.2
CPT0088900003	Tumor	0.2
CPT0081990003	Tumor	0.2
CPT0001500009	Tumor	0.2
CPT0015810003	Tumor	0.2
CPT0075720003	Tumor	0.2
CPT0088970003	Tumor	0.2
CPT0023690003	Tumor	0.2
CPT0025170003	Tumor	0.1
CPT0002270011	Tumor	0.1
CPT0086820003	Tumor	0.1
CPT0092790003	Tumor	0.1
CPT0092740003	Normal	0.1
CPT0086870003	Tumor	0.1
CPT0015730003	Tumor	0.1
CPT0002350011	Tumor	0.1
CPT0064370003	Tumor	0.1
CPT0014160003	Tumor	0.1
CPT0092730003	Tumor	0.1
CPT0079380003	Tumor	0.1
CPT0081600003	Tumor	0.1
CPT0007860003	Tumor	0.1
CPT0077310003	Tumor	0.1
CPT0078510003	Tumor	0.0
CPT0026420001	Normal	0.0
CPT0006950001	Normal	0.0
CPT0086950003	Tumor	0.0
CPT0012770003	Normal	0.0
CPT0065430003	Tumor	0.0
CPT0009080003	Normal	0.0
CPT0077140001	Normal	0.0
CPT0089480003	Normal	0.0
CPT0065870003	Tumor	0.0
CPT0023710001	Normal	0.0
CPT0065690003	Tumor	0.0
CPT0081880003	Tumor	0.0
CPT0066480003	Tumor	0.0
CPT0079180003	Tumor	0.0
CPT0088630003	Tumor	-0.1
CPT0078660003	Tumor	-0.1
CPT0025610001	Normal	-0.1
CPT0088920001	Normal	-0.1
CPT0006730001	Normal	-0.1
CPT0000890001	Normal	-0.1
CPT0086360003	Tumor	-0.1
CPT0066430001	Normal	-0.1
CPT0009060003	Tumor	-0.1
CPT0000790001	Normal	-0.1
CPT0079430001	Normal	-0.1
CPT0078840001	Normal	-0.1
CPT0065450001	Normal	-0.1
CPT0014350001	Normal	-0.1
CPT0078670001	Normal	-0.1
CPT0092310003	Normal	-0.1
CPT0024680001	Normal	-0.1
CPT0023360001	Normal	-0.1
CPT0092800003	Normal	-0.1
CPT0081620001	Normal	-0.1
CPT0087050003	Normal	-0.1
CPT0007320003	Tumor	-0.1
CPT0086970003	Normal	-0.1
CPT0077500001	Normal	-0.2
CPT0025920001	Normal	-0.2
CPT0012640003	Normal	-0.2
CPT0019160001	Normal	-0.2
CPT0069010001	Normal	-0.2
CPT0088780001	Normal	-0.2
CPT0076350001	Normal	-0.2
CPT0013790003	Normal	-0.2
CPT0078940001	Normal	-0.2
CPT0063630003	Tumor	-0.2
CPT0015910003	Tumor	-0.2
CPT0082010001	Normal	-0.2
CPT0012090003	Normal	-0.2
CPT0089040001	Normal	-0.2
CPT0012670003	Tumor	-0.2
CPT0001550001	Normal	-0.2
CPT0007870001	Normal	-0.2
CPT0085670003	Tumor	-0.2
CPT0007470001	Normal	-0.2
CPT0018250001	Normal	-0.2
CPT0012920003	Normal	-0.3
CPT0088710001	Normal	-0.3
CPT0076330003	Tumor	-0.3
CPT0012570003	Normal	-0.3
CPT0063640001	Normal	-0.3
CPT0010170001	Normal	-0.3
CPT0020020001	Normal	-0.3
CPT0025060001	Normal	-0.3
CPT0086890003	Normal	-0.3
CPT0020130001	Normal	-0.3
CPT0009020003	Normal	-0.3
CPT0092160003	Tumor	-0.3
CPT0078800003	Tumor	-0.3
CPT0088640003	Normal	-0.3
CPT0065820001	Normal	-0.3
CPT0010110003	Tumor	-0.3
CPT0014470001	Normal	-0.3
CPT0088500001	Normal	-0.3
CPT0088570001	Normal	-0.3
CPT0086830003	Normal	-0.3
CPT0001230001	Normal	-0.4
CPT0001510001	Normal	-0.4
CPT0079000001	Normal	-0.4
CPT0006530001	Normal	-0.4
CPT0017410003	Tumor	-0.4
CPT0079410003	Tumor	-0.4
CPT0078530001	Normal	-0.4
CPT0086370003	Normal	-0.4
CPT0011410003	Tumor	-0.4
CPT0063330001	Normal	-0.4
CPT0066520001	Normal	-0.4
CPT0064400001	Normal	-0.4
CPT0075560003	Tumor	-0.4
CPT0001350001	Normal	-0.4
CPT0012550003	Tumor	-0.4
CPT0012280003	Tumor	-0.4
CPT0001340003	Tumor	-0.4
CPT0023350003	Tumor	-0.4
CPT0012290003	Normal	-0.5
CPT0017450001	Normal	-0.5
CPT0002370001	Normal	-0.5
CPT0088690003	Tumor	-0.5
CPT0000660001	Normal	-0.5
CPT0079510001	Normal	-0.5
CPT0010120001	Normal	-0.5
CPT0001190001	Normal	-0.5
CPT0084560003	Tumor	-0.6
CPT0075570001	Normal	-0.6
CPT0075130003	Tumor	-0.6
CPT0069190001	Normal	-0.6
CPT0069160003	Tumor	-0.6
CPT0079300001	Normal	-0.6
CPT0020120003	Tumor	-0.6
CPT0001270001	Normal	-0.6
CPT0014130001	Normal	-0.7
CPT0088550004	Tumor	-0.7
CPT0084590001	Normal	-0.7
CPT0077320001	Normal	-0.7
CPT0092190003	Normal	-0.8
CPT0075170001	Normal	-0.8
CPT0017850003	Tumor	-0.9
CPT0012180003	Tumor	-1.1
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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 HPA007200
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