Expression of MAPK1 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

MAPK1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 40.55

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

34.0

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	79.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	77.6
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	76.8
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	67.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	65.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	53.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	52.7
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	47.8
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	46.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	46.1
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	45.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	45.4
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	44.1
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	43.4
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	42.5
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	41.3
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	40.6
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	40.5
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	38.6
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	38.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	38.4
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	37.9
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	37.8
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	37.2
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	36.4
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	35.1
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	34.8
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	34.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	34.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	34.3
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	33.4
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	30.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	29.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	29.5
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	29.3
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	28.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	27.6
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	27.6
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	27.5
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	27.4
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	27.1
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	26.7
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	26.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	26.3
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	26.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	25.7
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	25.4
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	24.0
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	23.8
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	22.8
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	22.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	21.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	20.4
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	20.2
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	19.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	19.0
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	18.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	18.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	16.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	15.2
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	14.8
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	14.4
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	9.6
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	8.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

MAPK1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 56.56

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

49.0

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	152.6
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	150.7
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	118.5
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	115.6
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	112.0
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	110.5
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	110.3
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	108.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	107.1
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	104.9
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	103.0
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	102.3
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	101.6
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	101.1
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	99.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	99.1
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	97.7
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	97.1
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	96.4
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	94.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	93.9
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	93.4
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	91.7
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	91.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	89.8
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	88.4
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	88.0
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	87.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	87.8
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	87.7
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	87.1
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	87.0
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	86.6
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	86.4
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	86.3
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	84.6
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	84.2
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	83.2
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	82.9
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	82.7
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	82.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	81.6
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	81.1
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	81.1
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	80.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	80.3
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	80.3
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	79.6
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	79.6
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	79.5
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	79.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	79.1
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	78.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	78.3
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	78.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	77.2
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	77.2
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	77.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	76.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	76.1
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	75.9
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	75.9
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	75.5
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	75.4
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	75.1
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	75.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	74.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	74.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	74.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	74.6
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	74.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	74.0
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	73.8
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	73.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	73.0
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	72.7
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	72.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	72.3
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	72.2
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	70.4
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	70.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	70.1
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	70.1
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	69.9
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	69.9
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	69.3
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	69.3
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	69.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	69.0
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	68.9
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	68.4
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	68.2
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	68.1
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	67.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	67.8
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	67.5
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	67.3
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	67.2
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	67.2
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	66.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	65.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	65.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	65.8
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	65.5
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	65.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	65.2
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	65.2
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	64.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	64.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	64.6
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	64.4
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	64.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	64.2
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	64.2
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	64.1
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	64.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	63.7
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	63.5
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	63.4
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	63.4
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	63.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	63.1
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	62.9
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	62.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	62.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	62.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	62.5
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	62.5
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	62.4
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	62.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	62.3
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	61.9
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	61.6
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	61.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	61.4
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	61.3
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	61.1
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	61.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	61.0
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	61.0
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	60.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	60.7
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	60.6
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	60.4
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	60.3
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	60.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	60.2
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	60.2
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	60.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	60.1
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	60.1
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	60.0
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	60.0
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	59.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	59.7
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	59.7
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	59.5
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	59.5
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	59.2
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	59.1
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	59.0
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	58.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	58.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	58.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	58.5
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	58.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	58.4
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	58.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	58.3
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	58.2
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	58.1
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	58.0
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	58.0
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	58.0
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	57.8
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	57.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	57.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	57.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	57.5
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	57.5
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	57.5
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	57.4
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	57.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	57.2
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	56.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	56.8
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	56.6
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	56.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	56.3
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	55.7
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	55.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	55.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	55.4
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	55.4
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	55.4
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	55.4
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	55.4
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	55.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	55.2
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	55.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	54.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	54.9
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	54.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	54.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	54.2
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	54.0
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	54.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	53.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	53.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	53.7
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	53.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	53.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	53.4
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	53.4
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	53.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	53.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	53.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	53.1
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	53.0
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	52.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	52.8
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	52.8
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	52.2
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	52.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	52.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	52.1
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	51.9
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	51.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	51.7
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	51.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	51.7
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	51.4
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	51.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	51.1
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	50.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	50.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	50.9
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	50.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	50.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	50.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	50.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	50.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	50.1
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	50.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	49.4
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	49.4
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	49.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	49.3
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	49.0
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	49.0
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	48.4
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	47.8
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	47.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	47.5
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	47.4
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	47.3
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	47.3
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	47.2
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	47.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	46.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	46.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	46.7
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	46.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	46.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	46.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	46.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	46.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	46.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	46.3
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	46.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	46.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	45.6
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	45.2
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	45.1
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	45.0
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	45.0
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	44.8
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	44.8
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	44.7
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	44.6
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	44.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	44.2
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	44.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	44.1
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	44.1
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	43.9
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	43.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	43.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	43.5
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	43.5
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	43.3
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	43.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	43.1
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	42.9
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	42.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	42.8
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	42.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	42.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	42.6
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	42.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	42.5
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	42.3
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	42.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	42.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	42.1
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	41.8
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	41.7
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	41.7
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	41.5
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	41.5
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	41.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	41.4
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	41.4
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	41.2
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	41.1
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	40.9
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	40.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	40.6
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	40.5
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	40.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	40.3
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	40.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	39.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	39.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	39.8
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	39.8
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	39.8
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	39.5
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	39.5
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	39.4
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	39.4
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	39.4
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	39.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	39.0
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	39.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	38.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	38.7
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	38.6
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	38.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	38.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	38.2
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	37.9
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	37.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	37.9
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	37.8
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	37.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	37.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	37.3
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	37.2
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	37.0
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	36.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	36.7
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	36.7
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	36.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	36.2
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	36.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	36.0
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	35.9
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	35.9
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	35.9
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	35.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	35.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	35.6
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	35.3
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	35.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	35.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	35.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	35.0
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	34.9
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	34.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	34.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	34.6
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	34.6
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	34.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	34.3
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	34.2
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	34.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	33.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	33.5
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	33.3
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	33.2
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	32.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	32.7
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	32.7
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	32.6
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	32.6
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	32.4
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	32.4
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	32.2
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	32.2
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	32.2
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	32.1
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	31.9
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	31.9
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	31.8
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	31.8
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	31.4
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	31.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	31.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	30.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	30.9
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	30.8
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	30.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	30.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	30.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	30.3
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	30.3
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	30.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	29.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	29.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	29.8
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	29.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	29.5
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	29.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	29.3
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	29.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	29.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	29.1
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	29.1
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	29.0
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	29.0
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	28.8
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	28.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	28.5
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	28.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	28.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	28.0
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	27.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	27.9
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	27.7
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	27.7
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	27.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	27.4
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	27.3
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	27.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	26.9
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	26.6
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	26.5
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	26.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	25.8
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	25.7
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	25.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	25.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	25.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	24.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	24.8
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	24.8
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	24.7
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	24.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	24.3
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	24.0
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	23.7
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	23.7
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	23.4
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	23.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	23.1
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	23.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	22.8
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	22.7
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	22.5
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	22.5
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	22.5
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	22.2
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	22.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	21.8
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	21.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	21.3
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	21.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	21.2
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	20.9
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	20.6
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	20.6
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	20.5
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	20.2
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	20.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	20.2
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	20.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	19.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	19.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	19.7
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	19.2
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	19.1
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	18.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	18.7
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	18.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	18.1
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	18.0
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	17.9
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	17.8
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	17.8
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	17.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	16.5
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	16.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	16.0
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	15.5
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	15.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	15.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	15.1
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	14.8
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	14.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	14.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	13.9
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	13.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	13.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	13.6
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	13.5
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	13.3
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	12.5
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	12.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	12.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	11.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	11.4
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	11.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	10.6
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	10.4
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	9.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	8.6
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	7.4
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	7.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	6.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	2.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

MAPK1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 66.64

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

59.1

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	110.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	109.9
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	108.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	102.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	100.7
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	98.3
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	95.1
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	94.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	89.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	87.7
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	87.5
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	86.6
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	83.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	81.3
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	80.1
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	79.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	77.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	77.2
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	76.6
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	75.2
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	74.9
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	74.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	74.4
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	74.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	71.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	71.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	71.2
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	70.8
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	70.1
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	69.7
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	69.1
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	67.9
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	67.0
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	66.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	66.6
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	65.3
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	65.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	64.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	64.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	63.1
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	62.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	60.6
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	60.6
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	60.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	58.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	58.5
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	57.8
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	56.9
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	56.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	56.9
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	56.6
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	56.6
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	56.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	55.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	54.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	54.1
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	53.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	53.9
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	53.2
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	51.6
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	50.8
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	49.6
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	49.5
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	49.2
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	49.0
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	48.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	48.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	47.9
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	46.0
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	45.9
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	45.2
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	44.6
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	44.5
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	44.1
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	44.0
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	43.9
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	43.7
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	43.3
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	42.3
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	42.2
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	41.9
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	41.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	40.6
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	39.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	38.6
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	38.4
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	38.1
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	37.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	37.8
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	37.1
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	36.4
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	33.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	30.7
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	30.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	29.3
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	28.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	26.7
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	25.4
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	21.9
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	17.8
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

MAPK1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 30.51

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

25.0

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	75.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	61.9
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	58.6
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	58.5
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	58.4
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	55.4
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	55.4
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	55.2
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	54.5
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	52.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	51.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	50.7
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	50.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	50.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	47.7
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	46.8
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	46.3
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	46.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	46.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	45.9
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	45.6
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	45.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	45.5
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	45.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	44.5
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	44.4
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	44.2
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	43.5
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	42.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	42.2
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	41.5
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	41.0
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	40.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	40.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	40.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	39.4
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	39.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	38.8
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	38.8
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	38.8
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	38.7
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	38.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	38.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	37.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	37.0
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	36.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	36.4
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	36.1
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	35.9
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	35.5
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	35.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	35.5
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	35.3
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	35.2
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	35.1
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	34.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	34.9
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	34.9
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	34.6
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	34.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	33.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	33.2
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	33.2
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	33.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	32.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	32.7
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	32.7
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	32.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	32.4
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	32.3
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	32.2
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	31.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	31.8
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	31.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	31.4
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	31.3
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	31.2
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	31.0
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	31.0
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	30.8
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	30.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	30.6
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	30.6
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	30.5
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	30.5
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	30.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	30.3
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	29.8
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	29.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	29.7
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	29.7
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	29.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	29.4
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	29.4
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	29.2
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	28.9
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	28.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	28.8
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	28.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	28.6
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	28.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	28.4
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	28.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	27.7
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	27.7
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	27.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	26.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	26.8
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	26.6
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	26.6
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	26.6
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	26.6
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	26.5
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	26.4
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	26.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	26.2
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	26.1
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	26.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	26.1
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	26.1
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	25.6
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	25.4
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	25.3
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	25.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	25.0
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	25.0
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	24.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	24.7
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	24.7
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	24.7
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	24.6
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	24.6
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	24.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	24.2
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	24.2
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	24.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	24.1
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	24.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	24.0
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	23.9
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	23.9
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	23.7
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	23.5
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	23.3
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	23.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	23.0
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	22.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	22.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	22.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	22.4
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	22.3
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	22.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	21.8
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	21.6
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	21.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	21.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	21.4
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	21.2
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	21.0
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	21.0
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	20.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	20.9
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	20.9
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	20.5
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	20.4
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	20.4
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	20.1
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	20.1
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	20.0
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	20.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	19.9
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	19.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	19.5
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	19.5
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	19.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	19.4
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	19.3
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	19.2
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	18.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	18.8
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	18.8
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	18.7
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	18.7
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	18.7
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	18.6
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	18.5
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	18.5
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	18.4
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	18.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	17.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	17.8
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	17.8
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	17.8
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	17.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	17.6
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	17.5
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	17.5
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	17.5
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	17.4
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	17.4
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	17.3
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	17.2
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	17.2
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	16.9
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	16.8
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	16.6
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	16.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	16.5
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	16.4
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	16.1
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	15.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	15.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	15.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	15.6
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	15.3
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	15.2
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	15.2
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	15.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	14.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	14.8
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	14.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	14.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	14.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	14.3
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	14.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	14.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	13.9
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	13.9
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	13.7
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	13.6
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	13.6
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	13.2
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	13.2
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	13.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	13.1
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	12.6
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	12.6
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	12.4
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	12.4
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	12.3
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	12.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	12.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	12.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	12.1
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	12.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	11.7
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	11.7
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	11.5
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	11.3
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	11.3
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	11.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	11.1
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	11.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	10.7
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	10.4
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	10.4
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	10.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	10.3
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	9.9
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	9.8
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	9.5
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	9.5
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	9.4
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	9.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	9.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	9.1
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	8.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	8.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	8.2
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	8.2
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	8.1
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	7.8
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	7.6
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	6.8
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	6.6
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	6.5
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	6.4
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	6.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	5.0
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	4.8
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	3.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	3.1
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0077110003	Tumor	0.9
CPT0001540009	Tumor	0.8
CPT0026410003	Tumor	0.8
CPT0014450004	Tumor	0.7
CPT0000870016	Tumor	0.7
CPT0000640003	Tumor	0.6
CPT0077490003	Tumor	0.6
CPT0009000003	Tumor	0.6
CPT0085670003	Tumor	0.6
CPT0071150004	Tumor	0.6
CPT0012080003	Tumor	0.6
CPT0079480003	Tumor	0.6
CPT0006630003	Tumor	0.5
CPT0012370003	Tumor	0.5
CPT0011240003	Tumor	0.5
CPT0021240003	Tumor	0.5
CPT0078990003	Tumor	0.5
CPT0024670003	Tumor	0.5
CPT0025350003	Tumor	0.5
CPT0081990003	Tumor	0.5
CPT0001340003	Tumor	0.5
CPT0025880003	Tumor	0.5
CPT0019130003	Tumor	0.5
CPT0025110003	Tumor	0.4
CPT0025050003	Tumor	0.4
CPT0014370004	Tumor	0.4
CPT0069000003	Tumor	0.4
CPT0079270003	Tumor	0.4
CPT0010110003	Tumor	0.4
CPT0001180009	Tumor	0.4
CPT0000780007	Tumor	0.4
CPT0007320003	Tumor	0.4
CPT0025580004	Tumor	0.4
CPT0017410003	Tumor	0.4
CPT0025230003	Tumor	0.4
CPT0010160003	Tumor	0.4
CPT0078830003	Tumor	0.4
CPT0006900003	Tumor	0.4
CPT0086030003	Tumor	0.4
CPT0012900004	Tumor	0.3
CPT0065810003	Tumor	0.3
CPT0015810003	Tumor	0.3
CPT0081600003	Tumor	0.3
CPT0079230003	Tumor	0.3
CPT0066470004	Tumor	0.3
CPT0084560003	Tumor	0.3
CPT0077310003	Tumor	0.3
CPT0012280003	Tumor	0.3
CPT0086870003	Tumor	0.3
CPT0065870003	Tumor	0.3
CPT0012670003	Tumor	0.3
CPT0075720003	Tumor	0.3
CPT0015730003	Tumor	0.2
CPT0089460004	Tumor	0.2
CPT0088480003	Tumor	0.2
CPT0075130003	Tumor	0.2
CPT0063320003	Tumor	0.2
CPT0088630003	Tumor	0.2
CPT0002350011	Tumor	0.2
CPT0019990003	Tumor	0.2
CPT0001220008	Tumor	0.2
CPT0065930003	Tumor	0.2
CPT0088900003	Tumor	0.2
CPT0069160003	Tumor	0.2
CPT0065430003	Tumor	0.2
CPT0064370003	Tumor	0.2
CPT0006440003	Tumor	0.1
CPT0066480003	Tumor	0.1
CPT0078930003	Tumor	0.1
CPT0079180003	Tumor	0.1
CPT0088550004	Tumor	0.1
CPT0023690003	Tumor	0.1
CPT0007860003	Tumor	0.1
CPT0001500009	Tumor	0.1
CPT0065750003	Tumor	0.1
CPT0086360003	Tumor	0.1
CPT0023350003	Tumor	0.1
CPT0088760003	Tumor	0.1
CPT0075560003	Tumor	0.0
CPT0088690003	Tumor	0.0
CPT0079410003	Tumor	0.0
CPT0089020003	Tumor	0.0
CPT0087040003	Tumor	0.0
CPT0012640003	Normal	0.0
CPT0092790003	Tumor	0.0
CPT0092160003	Tumor	0.0
CPT0012550003	Tumor	0.0
CPT0015910003	Tumor	0.0
CPT0024680001	Normal	0.0
CPT0092730003	Tumor	0.0
CPT0001260009	Tumor	0.0
CPT0025290003	Tumor	0.0
CPT0009060003	Tumor	0.0
CPT0092290003	Tumor	0.0
CPT0014160003	Tumor	0.0
CPT0011410003	Tumor	0.0
CPT0086820003	Tumor	0.0
CPT0025170003	Tumor	0.0
CPT0063630003	Tumor	-0.1
CPT0078800003	Tumor	-0.1
CPT0065690003	Tumor	-0.1
CPT0079380003	Tumor	-0.1
CPT0002370001	Normal	-0.1
CPT0086950003	Tumor	-0.1
CPT0075170001	Normal	-0.1
CPT0079430001	Normal	-0.1
CPT0066520001	Normal	-0.1
CPT0069010001	Normal	-0.1
CPT0009080003	Normal	-0.1
CPT0010120001	Normal	-0.1
CPT0018250001	Normal	-0.1
CPT0079510001	Normal	-0.1
CPT0012920003	Normal	-0.1
CPT0007470001	Normal	-0.1
CPT0079300001	Normal	-0.1
CPT0001270001	Normal	-0.1
CPT0002270011	Tumor	-0.1
CPT0000660001	Normal	-0.1
CPT0017850003	Tumor	-0.2
CPT0078940001	Normal	-0.2
CPT0017450001	Normal	-0.2
CPT0020120003	Tumor	-0.2
CPT0077500001	Normal	-0.2
CPT0077320001	Normal	-0.2
CPT0001510001	Normal	-0.2
CPT0088640003	Normal	-0.2
CPT0075570001	Normal	-0.2
CPT0086830003	Normal	-0.2
CPT0082010001	Normal	-0.2
CPT0001230001	Normal	-0.2
CPT0009020003	Normal	-0.2
CPT0089040001	Normal	-0.2
CPT0063640001	Normal	-0.2
CPT0084590001	Normal	-0.2
CPT0001550001	Normal	-0.2
CPT0078670001	Normal	-0.2
CPT0069190001	Normal	-0.2
CPT0007870001	Normal	-0.2
CPT0088970003	Tumor	-0.2
CPT0065820001	Normal	-0.2
CPT0077140001	Normal	-0.2
CPT0025610001	Normal	-0.2
CPT0076350001	Normal	-0.2
CPT0092190003	Normal	-0.2
CPT0081880003	Tumor	-0.2
CPT0020130001	Normal	-0.2
CPT0001350001	Normal	-0.2
CPT0023710001	Normal	-0.2
CPT0001190001	Normal	-0.2
CPT0078530001	Normal	-0.2
CPT0014470001	Normal	-0.2
CPT0063330001	Normal	-0.3
CPT0089480003	Normal	-0.3
CPT0087050003	Normal	-0.3
CPT0086370003	Normal	-0.3
CPT0092310003	Normal	-0.3
CPT0086970003	Normal	-0.3
CPT0088710001	Normal	-0.3
CPT0086890003	Normal	-0.3
CPT0013790003	Normal	-0.3
CPT0078510003	Tumor	-0.3
CPT0006530001	Normal	-0.3
CPT0088500001	Normal	-0.3
CPT0076330003	Tumor	-0.3
CPT0081620001	Normal	-0.3
CPT0023360001	Normal	-0.3
CPT0019160001	Normal	-0.3
CPT0088570001	Normal	-0.3
CPT0025920001	Normal	-0.3
CPT0012090003	Normal	-0.3
CPT0079000001	Normal	-0.3
CPT0064400001	Normal	-0.3
CPT0014350001	Normal	-0.3
CPT0088920001	Normal	-0.3
CPT0092800003	Normal	-0.3
CPT0026420001	Normal	-0.3
CPT0000790001	Normal	-0.3
CPT0000890001	Normal	-0.3
CPT0014130001	Normal	-0.3
CPT0065450001	Normal	-0.3
CPT0020020001	Normal	-0.3
CPT0025060001	Normal	-0.3
CPT0006730001	Normal	-0.3
CPT0012770003	Normal	-0.3
CPT0010170001	Normal	-0.3
CPT0006950001	Normal	-0.3
CPT0088780001	Normal	-0.3
CPT0092740003	Normal	-0.4
CPT0012290003	Normal	-0.4
CPT0078840001	Normal	-0.4
CPT0012570003	Normal	-0.4
CPT0066430001	Normal	-0.4
CPT0078660003	Tumor	-0.4
CPT0012180003	Tumor	-0.7
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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.	HPA003995	HPA005700	HPA030069	CAB004229	CAB079932	CAB079933
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
Neoplasm, malignant, NOS