Expression of NUMA1 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

NUMA1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 111.38

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

112.4

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	257.8
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	249.8
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	213.9
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	208.7
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	199.3
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	190.7
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	173.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	172.2
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	171.9
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	168.6
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	165.1
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	163.3
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	158.6
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	152.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	150.9
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	146.1
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	145.1
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	141.2
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	138.3
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	137.9
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	131.7
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	126.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	123.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	122.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	120.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	117.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	115.0
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	114.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	113.8
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	113.6
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	112.2
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	110.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	107.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	107.6
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	107.3
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	106.5
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	106.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	105.8
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	105.6
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	94.3
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	91.0
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	90.9
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	88.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	87.0
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	86.6
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	85.8
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	78.7
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	68.1
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	68.0
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	58.7
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	55.6
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	53.6
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	50.8
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	49.9
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	49.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	48.7
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	46.4
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	46.3
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	44.6
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	43.2
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	42.2
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	42.0
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	30.9
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	24.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NUMA1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 58.47

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

59.7

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	149.7
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	149.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	144.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	143.3
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	142.4
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	142.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	137.0
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	135.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	131.9
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	129.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	127.1
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	124.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	122.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	122.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	121.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	120.4
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	118.8
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	118.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	117.0
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	116.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	115.1
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	114.4
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	113.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	110.5
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	108.8
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	108.8
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	108.5
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	108.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	108.1
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	107.2
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	106.9
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	106.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	106.0
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	105.2
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	104.6
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	104.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	104.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	104.0
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	103.1
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	103.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	102.9
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	102.7
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	102.3
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	102.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	100.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	99.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	99.1
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	98.7
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	98.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	98.4
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	98.3
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	98.0
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	97.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	96.4
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	96.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	95.9
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	94.9
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	94.9
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	94.8
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	94.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	94.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	93.7
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	93.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	93.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	93.3
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	92.5
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	92.2
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	92.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	92.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	91.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	91.6
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	91.4
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	91.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	90.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	90.6
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	90.5
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	90.3
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	89.5
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	89.1
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	88.9
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	88.0
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	88.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	87.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	87.2
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	87.0
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	86.5
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	86.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	86.2
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	86.0
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	84.6
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	84.4
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	84.3
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	84.2
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	84.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	84.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	83.8
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	83.7
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	83.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	83.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	83.1
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	82.8
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	82.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	82.5
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	82.5
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	82.3
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	82.3
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	82.0
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	81.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	81.0
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	80.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	80.8
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	80.7
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	80.6
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	80.6
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	79.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	79.9
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	79.8
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	79.6
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	79.5
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	79.3
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	79.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	79.1
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	78.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	78.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	78.5
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	78.0
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	77.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	77.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	77.4
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	77.2
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	77.1
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	76.7
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	76.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	76.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	76.0
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	75.7
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	75.5
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	75.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	75.3
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	75.1
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	74.9
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	74.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	74.6
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	74.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	74.5
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	74.5
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	74.1
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	74.1
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	73.8
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	73.8
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	73.6
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	73.5
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	73.3
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	73.0
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	72.9
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	72.6
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	72.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	72.6
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	72.4
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	71.8
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	71.8
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	71.6
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	71.6
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	71.4
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	71.4
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	71.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	71.3
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	71.2
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	70.8
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	70.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	70.6
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	70.3
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	70.0
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	69.9
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	69.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	69.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	69.5
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	69.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	69.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	69.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	69.2
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	69.2
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	68.7
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	68.6
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	68.5
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	68.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	68.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	68.4
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	68.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	67.8
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	67.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	67.6
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	67.0
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	67.0
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	66.8
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	66.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	66.5
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	66.4
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	66.1
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	65.9
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	65.9
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	65.7
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	65.6
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	65.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	65.5
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	65.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	65.3
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	64.9
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	64.6
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	64.6
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	64.5
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	64.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	63.8
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	63.7
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	63.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	63.1
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	63.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	63.1
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	63.1
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	63.1
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	62.9
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	62.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	62.9
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	62.8
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	62.7
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	62.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	62.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	62.5
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	62.3
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	62.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	61.8
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	61.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	61.6
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	61.5
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	61.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	61.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	60.7
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	60.5
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	60.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	60.3
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	60.0
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	60.0
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	60.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	59.8
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	59.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	59.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	59.5
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	59.1
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	59.0
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	59.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	58.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	58.7
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	58.7
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	58.5
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	58.5
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	58.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	58.3
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	58.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	58.2
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	58.1
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	58.0
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	58.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	57.8
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	57.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	57.8
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	57.8
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	57.7
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	57.6
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	57.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	57.2
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	57.1
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	57.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	56.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	56.7
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	56.3
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	55.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	55.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	55.6
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	55.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	55.3
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	55.2
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	55.1
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	55.1
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	55.0
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	54.9
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	54.7
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	54.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	54.6
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	54.6
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	54.6
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	54.4
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	54.0
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	53.9
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	53.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	53.9
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	53.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	53.4
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	53.3
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	53.0
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	52.9
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	52.8
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	52.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	52.3
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	52.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	52.2
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	52.1
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	52.0
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	51.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	51.8
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	51.7
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	51.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	51.6
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	51.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	51.5
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	51.3
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	51.1
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	51.1
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	50.7
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	50.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	50.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	50.6
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	50.0
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	49.5
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	49.2
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	49.0
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	48.7
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	48.6
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	48.6
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	48.3
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	48.2
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	48.2
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	47.8
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	47.5
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	47.5
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	47.4
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	47.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	46.9
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	46.8
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	46.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	46.6
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	46.5
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	45.7
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	45.7
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	45.7
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	45.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	45.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	45.4
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	45.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	45.2
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	45.2
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	45.1
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	44.9
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	44.6
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	44.5
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	44.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	44.3
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	44.2
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	44.1
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	43.8
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	43.6
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	43.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	43.3
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	43.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	43.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	43.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	43.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	43.0
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	42.8
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	42.8
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	42.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	42.5
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	42.4
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	42.3
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	42.0
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	42.0
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	42.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	41.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	41.7
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	41.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	41.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	41.4
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	41.4
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	41.0
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	41.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	40.8
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	40.8
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	40.8
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	40.7
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	40.6
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	40.6
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	40.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	40.3
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	40.3
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	40.0
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	39.9
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	39.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	39.0
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	38.9
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	38.9
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	38.6
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	38.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	38.1
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	38.0
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	38.0
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	37.9
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	37.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	37.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	37.4
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	37.2
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	37.0
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	36.8
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	36.3
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	35.9
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	35.7
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	35.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	35.3
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	35.0
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	34.9
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	34.8
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	34.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	34.6
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	34.2
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	33.7
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	33.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	33.2
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	33.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	32.2
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	32.1
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	31.7
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	31.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	31.4
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	31.3
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	30.3
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	29.9
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	29.8
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	29.8
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	29.7
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	29.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	29.1
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	29.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	29.0
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	28.9
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	28.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	28.5
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	28.5
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	28.1
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	28.0
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	27.9
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	27.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	27.4
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	27.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	27.2
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	27.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	27.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	26.8
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	26.7
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	26.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	26.4
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	26.2
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	26.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	26.1
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	25.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	25.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	25.6
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	25.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	25.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	25.3
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	25.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	25.2
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	25.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	25.1
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	24.7
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	24.3
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	24.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	23.6
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	23.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	23.3
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	23.0
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	23.0
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	22.6
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	22.4
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	22.2
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	22.0
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	21.9
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	21.6
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	20.0
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	19.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	19.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	18.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	18.9
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	18.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	18.8
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	18.7
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	18.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	17.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	16.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	16.7
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	16.1
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	15.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	15.4
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	15.1
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	14.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	14.5
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	13.6
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	13.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	13.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	12.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	11.3
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	11.1
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	11.0
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	10.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	10.4
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	10.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	9.7
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	9.7
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	7.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	5.0
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	3.9
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	3.7
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	3.5
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	3.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NUMA1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 70.24

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

67.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	134.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	114.2
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	111.1
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	111.0
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	108.3
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	101.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	100.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	96.4
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	96.3
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	93.6
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	93.5
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	91.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	89.1
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	88.7
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	88.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	88.7
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	88.1
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	86.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	86.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	86.4
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	83.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	83.5
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	83.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	83.1
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	83.1
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	82.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	81.4
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	80.8
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	80.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	79.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	79.1
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	79.0
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	78.1
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	77.7
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	76.4
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	75.7
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	75.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	75.4
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	74.6
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	73.3
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	71.5
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	70.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	70.3
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	70.2
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	67.2
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	66.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	66.1
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	65.9
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	65.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	64.4
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	64.3
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	63.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	63.9
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	63.2
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	62.9
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	62.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	61.8
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	61.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	61.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	60.7
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	59.8
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	58.8
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	58.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	58.7
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	58.4
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	58.2
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	57.8
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	57.0
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	56.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	56.7
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	56.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	54.8
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	54.3
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	53.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	52.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	52.1
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	51.9
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	50.2
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	48.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	47.6
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	47.4
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	47.4
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	45.3
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	45.0
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	45.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	44.5
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	43.8
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	42.8
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	42.0
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	41.5
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	41.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	41.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	41.3
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	39.8
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	39.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	38.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	31.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	29.3
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	26.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	21.8
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NUMA1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 32.64

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

52.3

Number of samples

282

Samples

Sample	Description	TPM
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	164.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	164.1
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	155.9
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	149.8
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	144.1
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	143.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	133.8
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	130.7
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	128.7
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	126.5
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	124.3
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	121.7
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	121.6
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	117.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	116.3
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	114.8
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	111.8
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	111.4
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	110.2
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	109.0
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	108.7
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	108.6
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	108.5
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	107.3
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	107.1
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	106.3
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	103.1
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	102.7
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	102.5
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	97.5
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	97.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	96.8
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	95.7
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	91.7
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	91.2
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	90.7
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	87.9
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	86.4
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	86.1
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	85.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	83.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	82.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	82.8
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	81.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	81.5
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	80.9
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	80.0
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	79.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	79.6
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	79.2
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	78.7
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	78.6
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	78.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	77.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	77.7
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	77.4
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	77.1
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	76.9
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	76.7
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	76.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	75.4
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	74.7
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	74.4
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	74.3
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	73.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	72.9
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	72.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	71.9
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	70.9
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	70.4
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	70.4
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	70.3
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	69.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	69.4
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	69.1
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	68.5
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	68.1
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	67.6
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	66.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	66.6
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	66.3
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	66.2
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	65.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	65.7
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	65.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	65.2
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	64.0
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	64.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	64.0
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	63.9
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	63.3
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	62.7
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	61.8
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	60.6
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	60.4
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	59.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	58.8
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	58.6
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	58.3
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	57.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	57.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	57.7
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	56.8
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	56.6
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	56.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	55.5
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	55.4
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	55.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	55.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	55.1
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	54.9
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	54.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	54.7
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	54.6
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	54.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	54.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	53.7
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	52.0
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	51.6
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	51.5
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	51.1
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	50.7
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	50.7
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	50.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	50.4
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	50.3
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	50.1
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	49.5
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	49.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	49.3
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	49.1
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	48.8
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	48.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	48.2
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	48.2
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	48.2
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	48.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	48.0
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	47.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	47.6
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	47.5
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	47.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	47.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	46.9
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	46.7
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	46.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	46.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	46.0
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	45.8
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	45.7
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	45.6
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	45.4
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	45.3
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	44.3
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	43.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	43.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	43.7
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	43.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	43.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	43.2
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	42.9
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	42.9
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	42.5
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	42.5
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	42.4
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	42.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	41.9
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	41.6
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	41.5
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	41.4
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	41.4
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	41.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	41.0
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	40.5
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	40.4
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	40.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	39.9
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	39.7
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	39.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	39.3
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	38.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	38.8
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	37.8
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	36.6
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	35.6
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	35.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	34.5
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	34.3
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	34.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	33.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	33.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	32.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	32.5
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	32.5
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	32.5
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	31.5
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	31.5
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	31.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	31.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	30.7
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	30.2
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	30.1
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	30.1
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	30.0
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	29.9
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	29.6
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	29.5
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	29.4
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	29.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	28.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	28.1
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	27.8
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	27.7
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	27.6
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	27.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	27.2
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	27.2
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	27.0
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	26.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	26.7
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	26.6
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	26.5
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	25.5
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	25.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	24.5
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	24.3
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	24.1
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	23.7
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	23.5
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	22.8
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	22.7
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	22.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	22.1
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	22.0
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	21.8
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	20.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	20.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	20.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	20.1
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	19.8
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	19.2
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	17.9
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	17.1
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	17.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	16.4
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	16.3
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	16.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	15.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	14.9
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	14.9
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	14.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	13.9
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	13.6
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	13.4
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	13.1
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	12.9
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	12.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	12.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	10.7
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	10.5
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	9.7
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	9.5
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	9.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	9.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	8.6
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	8.6
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	8.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	8.4
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	8.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	7.8
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	7.1
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	5.9
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	5.4
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	4.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	4.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	3.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	3.5
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	2.1
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	1.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	1.7
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.2
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	1.1
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0006440003	Tumor	0.7
CPT0010160003	Tumor	0.7
CPT0014370004	Tumor	0.7
CPT0026410003	Tumor	0.6
CPT0088630003	Tumor	0.5
CPT0077110003	Tumor	0.5
CPT0000640003	Tumor	0.5
CPT0085670003	Tumor	0.5
CPT0012080003	Tumor	0.5
CPT0009060003	Tumor	0.5
CPT0079180003	Tumor	0.5
CPT0009000003	Tumor	0.5
CPT0077490003	Tumor	0.5
CPT0017410003	Tumor	0.5
CPT0088760003	Tumor	0.4
CPT0071150004	Tumor	0.4
CPT0000780007	Tumor	0.4
CPT0025580004	Tumor	0.4
CPT0025350003	Tumor	0.4
CPT0075720003	Tumor	0.4
CPT0078990003	Tumor	0.4
CPT0079480003	Tumor	0.4
CPT0012370003	Tumor	0.4
CPT0079300001	Normal	0.3
CPT0092190003	Normal	0.3
CPT0012640003	Normal	0.3
CPT0089460004	Tumor	0.3
CPT0077320001	Normal	0.3
CPT0012900004	Tumor	0.3
CPT0081600003	Tumor	0.3
CPT0086870003	Tumor	0.3
CPT0081990003	Tumor	0.3
CPT0088900003	Tumor	0.3
CPT0066470004	Tumor	0.3
CPT0092730003	Tumor	0.2
CPT0024670003	Tumor	0.2
CPT0079510001	Normal	0.2
CPT0019130003	Tumor	0.2
CPT0001230001	Normal	0.2
CPT0001340003	Tumor	0.2
CPT0078830003	Tumor	0.2
CPT0025110003	Tumor	0.2
CPT0006630003	Tumor	0.2
CPT0001510001	Normal	0.2
CPT0088970003	Tumor	0.2
CPT0065690003	Tumor	0.2
CPT0065870003	Tumor	0.2
CPT0000660001	Normal	0.2
CPT0079000001	Normal	0.2
CPT0078930003	Tumor	0.2
CPT0011240003	Tumor	0.2
CPT0086830003	Normal	0.2
CPT0075170001	Normal	0.2
CPT0025170003	Tumor	0.1
CPT0086370003	Normal	0.1
CPT0078660003	Tumor	0.1
CPT0014450004	Tumor	0.1
CPT0007870001	Normal	0.1
CPT0092790003	Tumor	0.1
CPT0009080003	Normal	0.1
CPT0006900003	Tumor	0.1
CPT0000870016	Tumor	0.1
CPT0015910003	Tumor	0.1
CPT0079270003	Tumor	0.1
CPT0079230003	Tumor	0.1
CPT0010120001	Normal	0.1
CPT0084590001	Normal	0.1
CPT0002370001	Normal	0.1
CPT0088570001	Normal	0.1
CPT0086030003	Tumor	0.1
CPT0092160003	Tumor	0.1
CPT0078670001	Normal	0.1
CPT0025610001	Normal	0.1
CPT0025920001	Normal	0.1
CPT0014470001	Normal	0.1
CPT0020130001	Normal	0.1
CPT0001270001	Normal	0.1
CPT0087040003	Tumor	0.1
CPT0001540009	Tumor	0.1
CPT0088640003	Normal	0.1
CPT0023690003	Tumor	0.1
CPT0064400001	Normal	0.1
CPT0025230003	Tumor	0.1
CPT0069000003	Tumor	0.1
CPT0025290003	Tumor	0.1
CPT0089020003	Tumor	0.1
CPT0088550004	Tumor	0.1
CPT0023710001	Normal	0.1
CPT0065820001	Normal	0.1
CPT0077500001	Normal	0.1
CPT0063320003	Tumor	0.1
CPT0001260009	Tumor	0.0
CPT0014350001	Normal	0.0
CPT0081620001	Normal	0.0
CPT0078940001	Normal	0.0
CPT0009020003	Normal	0.0
CPT0001550001	Normal	0.0
CPT0019160001	Normal	0.0
CPT0007470001	Normal	0.0
CPT0025880003	Tumor	0.0
CPT0069190001	Normal	0.0
CPT0075570001	Normal	0.0
CPT0014130001	Normal	0.0
CPT0078840001	Normal	0.0
CPT0012920003	Normal	0.0
CPT0065810003	Tumor	0.0
CPT0088500001	Normal	0.0
CPT0092740003	Normal	0.0
CPT0069010001	Normal	0.0
CPT0092310003	Normal	0.0
CPT0023360001	Normal	0.0
CPT0006530001	Normal	0.0
CPT0019990003	Tumor	0.0
CPT0015810003	Tumor	0.0
CPT0079380003	Tumor	0.0
CPT0020020001	Normal	0.0
CPT0000790001	Normal	0.0
CPT0086890003	Normal	0.0
CPT0006950001	Normal	0.0
CPT0066520001	Normal	0.0
CPT0078530001	Normal	0.0
CPT0089480003	Normal	0.0
CPT0092800003	Normal	0.0
CPT0063640001	Normal	0.0
CPT0012290003	Normal	0.0
CPT0087050003	Normal	0.0
CPT0001220008	Tumor	0.0
CPT0001180009	Tumor	0.0
CPT0088920001	Normal	0.0
CPT0088710001	Normal	0.0
CPT0063330001	Normal	0.0
CPT0086970003	Normal	0.0
CPT0065450001	Normal	0.0
CPT0082010001	Normal	0.0
CPT0088780001	Normal	0.0
CPT0010110003	Tumor	0.0
CPT0025060001	Normal	0.0
CPT0006730001	Normal	0.0
CPT0077310003	Tumor	0.0
CPT0079430001	Normal	-0.1
CPT0066480003	Tumor	-0.1
CPT0086950003	Tumor	-0.1
CPT0092290003	Tumor	-0.1
CPT0000890001	Normal	-0.1
CPT0088690003	Tumor	-0.1
CPT0012090003	Normal	-0.1
CPT0010170001	Normal	-0.1
CPT0017450001	Normal	-0.1
CPT0066430001	Normal	-0.1
CPT0001350001	Normal	-0.1
CPT0012770003	Normal	-0.1
CPT0086360003	Tumor	-0.1
CPT0079410003	Tumor	-0.1
CPT0024680001	Normal	-0.1
CPT0014160003	Tumor	-0.1
CPT0064370003	Tumor	-0.1
CPT0021240003	Tumor	-0.1
CPT0017850003	Tumor	-0.1
CPT0025050003	Tumor	-0.1
CPT0013790003	Normal	-0.1
CPT0086820003	Tumor	-0.1
CPT0026420001	Normal	-0.1
CPT0075560003	Tumor	-0.1
CPT0089040001	Normal	-0.1
CPT0075130003	Tumor	-0.1
CPT0078510003	Tumor	-0.1
CPT0001190001	Normal	-0.1
CPT0063630003	Tumor	-0.1
CPT0018250001	Normal	-0.1
CPT0084560003	Tumor	-0.1
CPT0088480003	Tumor	-0.2
CPT0001500009	Tumor	-0.2
CPT0077140001	Normal	-0.2
CPT0012570003	Normal	-0.2
CPT0065430003	Tumor	-0.2
CPT0076350001	Normal	-0.2
CPT0065750003	Tumor	-0.2
CPT0065930003	Tumor	-0.2
CPT0020120003	Tumor	-0.2
CPT0007860003	Tumor	-0.3
CPT0012180003	Tumor	-0.3
CPT0007320003	Tumor	-0.3
CPT0069160003	Tumor	-0.3
CPT0002350011	Tumor	-0.3
CPT0076330003	Tumor	-0.3
CPT0012670003	Tumor	-0.3
CPT0012280003	Tumor	-0.4
CPT0081880003	Tumor	-0.4
CPT0015730003	Tumor	-0.5
CPT0011410003	Tumor	-0.5
CPT0002270011	Tumor	-0.7
CPT0078800003	Tumor	-0.8
CPT0023350003	Tumor	-0.8
CPT0012550003	Tumor	-0.9
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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 HPA019841	Antibody HPA019859	Antibody HPA029912
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