Expression of KLC1 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

KLC1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 22.14

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

28.3

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	55.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	54.1
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	51.5
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	48.1
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	46.9
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	46.3
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	44.5
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	44.3
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	42.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	42.3
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	41.0
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	38.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	37.3
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	35.7
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	34.0
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	33.6
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	33.3
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	33.1
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	32.1
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	32.0
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	31.6
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	31.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	31.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	30.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	29.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	29.6
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	29.3
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	29.2
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	29.1
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	28.7
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	28.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	28.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	27.7
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	27.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	26.3
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	26.0
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	25.9
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	25.7
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	25.0
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	24.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	24.5
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	24.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	23.9
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	23.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	22.8
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	22.2
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	22.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	21.6
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	21.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	20.0
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	20.0
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	19.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	18.9
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	18.6
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	18.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	17.4
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	16.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	14.7
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	13.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	11.8
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	11.0
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	9.9
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	6.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	1.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

KLC1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 37.16

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

30.6

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	118.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	87.5
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	87.0
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	82.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	80.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	79.9
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	79.4
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	71.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	69.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	68.2
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	66.1
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	63.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	63.5
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	62.5
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	62.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	62.5
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	62.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	62.2
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	61.3
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	60.5
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	58.1
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	57.7
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	57.4
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	57.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	56.9
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	55.5
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	55.3
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	55.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	54.8
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	54.6
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	53.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	53.5
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	53.4
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	53.3
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	53.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	52.8
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	52.6
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	52.6
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	52.5
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	51.9
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	51.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	50.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	49.6
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	49.6
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	49.2
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	49.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	48.8
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	48.5
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	48.4
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	48.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	48.2
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	48.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	48.0
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	47.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	47.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	47.5
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	47.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	46.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	46.7
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	46.6
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	46.6
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	46.6
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	46.3
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	46.3
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	46.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	45.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	45.7
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	45.7
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	45.6
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	45.5
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	45.3
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	45.2
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	44.8
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	44.7
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	44.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	44.5
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	44.4
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	44.4
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	44.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	44.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	44.0
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	43.9
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	43.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	43.8
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	43.8
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	43.7
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	43.7
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	43.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	42.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	42.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	42.5
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	42.3
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	41.9
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	41.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	41.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	41.7
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	41.6
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	41.6
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	41.4
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	41.3
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	40.9
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	40.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	40.8
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	40.6
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	40.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	40.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	40.2
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	40.1
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	40.1
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	40.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	39.9
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	39.9
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	39.8
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	39.8
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	39.5
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	39.4
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	39.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	39.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	39.0
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	38.8
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	38.6
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	38.5
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	38.0
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	37.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	37.8
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	37.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	37.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	37.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	37.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	37.6
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	37.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	37.3
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	37.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	37.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	37.0
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	36.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	36.9
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	36.8
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	36.7
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	36.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	36.3
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	36.1
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	36.0
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	36.0
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	35.9
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	35.6
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	35.6
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	35.6
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	35.5
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	35.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	35.5
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	35.4
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	35.4
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	35.3
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	35.2
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	35.2
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	35.2
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	35.1
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	34.8
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	34.5
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	34.4
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	34.2
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	34.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	34.1
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	34.0
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	34.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	33.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	33.8
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	33.8
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	33.8
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	33.7
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	33.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	33.5
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	33.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	33.3
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	33.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	33.3
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	33.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	33.1
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	33.0
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	33.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	33.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	32.9
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	32.8
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	32.7
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	32.5
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	32.5
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	32.4
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	32.3
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	32.3
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	32.2
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	32.1
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	31.9
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	31.8
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	31.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	31.7
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	31.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	31.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	31.5
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	31.5
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	31.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	31.3
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	31.3
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	31.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	31.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	31.1
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	31.1
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	30.9
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	30.9
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	30.8
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	30.8
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	30.8
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	30.8
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	30.7
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	30.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	30.7
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	30.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	30.6
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	30.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	30.4
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	30.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	30.2
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	30.2
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	30.1
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	30.1
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	30.0
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	30.0
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	29.9
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	29.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	29.9
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	29.9
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	29.8
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	29.8
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	29.8
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	29.7
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	29.6
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	29.4
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	29.4
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	29.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	29.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	29.3
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	29.3
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	29.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	29.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	29.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	29.0
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	29.0
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	28.9
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	28.9
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	28.9
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	28.8
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	28.8
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	28.7
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	28.7
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	28.6
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	28.5
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	28.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	28.5
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	28.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	28.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	28.5
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	28.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	28.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	28.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	28.2
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	28.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	28.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	28.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	28.1
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	28.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	28.0
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	28.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	27.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	27.8
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	27.8
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	27.8
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	27.7
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	27.7
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	27.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	27.4
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	27.4
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	27.4
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	27.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	27.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	27.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	27.2
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	27.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	26.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	26.9
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	26.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	26.8
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	26.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	26.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	26.6
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	26.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	26.5
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	26.5
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	26.4
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	26.3
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	26.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	26.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	26.2
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	26.0
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	26.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	25.9
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	25.9
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	25.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	25.8
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	25.7
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	25.7
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	25.3
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	25.3
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	25.3
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	25.1
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	25.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	25.1
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	25.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	25.0
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	25.0
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	25.0
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	25.0
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	25.0
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	24.8
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	24.8
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	24.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	24.7
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	24.7
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	24.6
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	24.6
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	24.6
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	24.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	24.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	24.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	24.3
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	24.2
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	24.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	24.1
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	24.0
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	24.0
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	24.0
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	23.9
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	23.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	23.5
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	23.5
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	23.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	23.4
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	23.4
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	23.3
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	23.3
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	23.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	23.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	23.2
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	23.2
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	23.1
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	23.0
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	23.0
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	22.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	22.9
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	22.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	22.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	22.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	22.7
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	22.7
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	22.7
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	22.7
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	22.7
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	22.6
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	22.6
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	22.6
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	22.5
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	22.5
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	22.4
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	22.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	22.3
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	22.2
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	22.2
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	22.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	21.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	21.7
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	21.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	21.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	21.7
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	21.7
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	21.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	21.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	21.5
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	21.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	21.4
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	21.3
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	21.2
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	21.1
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	21.1
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	21.0
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	20.9
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	20.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	20.9
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	20.9
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	20.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	20.8
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	20.7
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	20.6
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	20.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	20.3
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	20.3
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	20.3
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	20.2
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	20.2
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	20.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	20.1
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	20.0
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	20.0
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	19.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	19.9
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	19.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	19.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	19.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	19.3
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	19.3
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	19.2
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	19.2
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	19.0
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	19.0
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	19.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	18.9
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	18.9
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	18.9
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	18.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	18.6
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	18.6
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	18.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	18.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	18.4
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	18.4
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	18.4
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	18.4
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	18.3
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	18.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	18.2
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	17.9
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	17.9
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	17.9
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	17.9
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	17.8
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	17.8
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	17.8
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	17.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	17.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	17.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	17.2
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	17.1
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	17.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	17.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	17.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	16.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	16.8
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	16.6
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	16.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	16.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	16.3
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	16.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	15.9
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	15.9
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	15.8
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	15.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	15.6
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	15.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	15.4
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	15.3
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	15.3
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	15.1
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	15.1
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	15.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	14.9
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	14.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	14.8
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	14.8
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	14.6
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	14.6
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	14.5
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	14.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	14.2
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	14.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	14.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	14.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	14.0
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	13.8
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	13.7
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	13.3
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	13.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	13.0
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	12.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	12.7
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	12.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	12.5
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	12.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	12.5
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	12.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	12.1
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	12.1
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	11.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	11.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	11.6
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	11.3
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	11.3
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	11.0
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	10.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	10.4
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	10.2
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	9.9
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	9.9
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	9.7
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	9.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	9.7
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	9.6
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	9.3
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	9.1
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	8.4
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	7.8
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	7.2
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	4.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	3.7
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

KLC1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 31.98

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

35.8

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	68.3
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	66.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	63.7
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	60.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	59.8
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	59.8
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	58.3
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	58.2
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	58.1
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	57.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	57.7
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	57.2
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	55.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	54.3
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	52.5
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	50.9
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	50.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	49.0
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	48.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	48.5
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	48.3
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	48.1
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	47.8
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	46.5
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	46.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	45.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	44.7
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	44.2
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	43.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	43.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	43.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	42.2
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	40.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	40.4
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	40.1
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	38.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	38.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	38.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	38.0
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	37.8
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	37.5
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	37.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	37.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	37.3
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	37.0
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	36.7
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	36.6
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	36.5
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	35.9
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	35.4
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	34.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	33.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	33.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	33.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	32.9
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	32.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	31.9
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	31.6
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	31.4
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	31.2
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	30.9
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	30.8
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	29.7
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	28.4
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	28.2
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	28.2
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	28.0
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	27.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	27.7
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	27.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	26.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	25.2
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	24.5
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	24.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	24.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	24.0
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	24.0
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	23.6
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	23.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	23.1
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	23.0
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	22.8
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	22.1
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	21.9
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	21.8
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	21.2
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	20.9
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	20.2
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	19.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	18.5
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	18.4
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	18.0
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	17.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	17.5
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	16.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	16.5
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	16.0
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	14.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	13.1
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	10.4
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

KLC1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 17.59

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

25.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	85.3
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	78.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	71.2
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	64.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	62.1
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	56.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	54.8
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	54.2
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	54.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	53.8
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	51.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	51.1
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	51.1
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	50.6
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	50.5
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	49.4
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	48.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	48.6
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	48.3
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	47.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	46.6
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	44.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	44.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	43.8
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	43.8
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	42.9
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	42.8
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	42.6
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	42.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	42.2
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	42.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	41.6
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	41.6
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	41.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	41.3
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	41.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	40.7
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	40.4
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	40.4
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	40.0
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	39.5
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	39.4
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	39.2
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	39.2
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	39.1
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	37.6
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	37.4
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	37.3
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	36.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	36.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	36.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	36.1
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	35.8
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	35.5
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	35.4
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	35.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	34.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	34.9
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	34.7
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	34.1
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	33.4
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	33.3
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	33.2
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	33.1
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	33.1
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	32.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	32.7
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	32.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	32.1
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	31.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	31.9
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	31.9
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	31.8
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	31.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	31.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	31.6
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	31.5
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	31.2
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	31.1
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	31.1
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	30.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	30.6
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	30.5
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	30.5
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	30.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	30.2
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	30.1
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	30.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	29.9
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	29.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	29.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	29.7
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	29.5
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	29.3
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	29.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	29.0
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	28.8
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	28.8
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	28.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	28.4
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	28.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	28.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	28.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	27.9
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	27.9
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	27.4
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	27.3
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	27.2
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	27.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	27.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	27.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	26.8
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	26.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	26.6
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	26.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	26.5
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	26.4
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	26.4
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	26.3
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	25.8
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	25.7
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	25.6
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	25.4
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	25.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	25.3
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	25.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	25.2
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	25.2
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	25.2
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	25.1
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	25.0
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	24.8
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	24.7
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	24.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	24.3
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	24.3
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	24.3
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	24.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	24.1
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	24.0
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	23.9
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	23.8
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	23.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	23.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	23.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	22.7
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	22.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	22.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	22.7
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	22.6
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	22.6
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	22.5
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	22.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	22.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	21.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	21.8
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	21.6
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	21.6
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	21.5
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	21.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	21.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	21.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	21.2
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	21.1
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	21.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	20.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	20.7
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	20.7
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	20.7
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	20.5
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	20.3
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	20.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	20.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	20.2
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	20.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	19.9
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	19.9
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	19.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	19.9
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	19.6
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	19.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	19.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	19.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	19.1
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	19.1
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	18.9
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	18.9
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	18.9
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	18.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	18.8
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	18.8
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	18.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	18.7
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	18.7
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	18.7
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	18.6
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	18.5
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	18.5
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	18.5
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	18.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	18.2
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	18.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	17.9
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	17.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	17.7
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	17.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	17.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	17.5
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	17.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	17.3
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	17.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	17.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	17.2
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	16.9
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	16.8
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	16.8
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	16.8
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	16.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	16.5
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	16.3
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	16.2
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	16.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	16.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	16.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	15.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	15.5
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	15.3
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	15.2
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	15.1
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	14.8
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	14.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	14.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	14.6
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	14.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	14.3
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	14.2
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	14.2
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	13.8
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	13.8
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	13.8
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	13.6
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	13.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	13.2
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	13.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	12.9
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	12.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	12.6
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	12.6
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	12.5
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	12.4
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	12.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	11.9
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	11.8
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	11.8
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	11.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	11.6
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	11.0
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	11.0
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	11.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	10.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	10.7
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	10.7
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	10.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	10.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	9.8
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	9.6
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	9.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	9.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	8.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	8.8
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	8.5
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	8.4
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	8.0
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	8.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	7.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	7.4
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	6.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	6.4
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	4.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	2.2
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	1.6
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	1.5
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0088550004	Tumor	0.9
CPT0011240003	Tumor	0.9
CPT0084560003	Tumor	0.8
CPT0017410003	Tumor	0.7
CPT0017850003	Tumor	0.7
CPT0066480003	Tumor	0.7
CPT0088630003	Tumor	0.6
CPT0012080003	Tumor	0.6
CPT0015910003	Tumor	0.6
CPT0075560003	Tumor	0.6
CPT0001260009	Tumor	0.6
CPT0077490003	Tumor	0.5
CPT0079510001	Normal	0.5
CPT0065870003	Tumor	0.5
CPT0092190003	Normal	0.5
CPT0012370003	Tumor	0.5
CPT0079380003	Tumor	0.5
CPT0086870003	Tumor	0.5
CPT0011410003	Tumor	0.5
CPT0085670003	Tumor	0.5
CPT0069160003	Tumor	0.4
CPT0012640003	Normal	0.4
CPT0021240003	Tumor	0.4
CPT0088970003	Tumor	0.4
CPT0088760003	Tumor	0.4
CPT0075720003	Tumor	0.4
CPT0012670003	Tumor	0.4
CPT0092730003	Tumor	0.4
CPT0000640003	Tumor	0.4
CPT0077320001	Normal	0.4
CPT0088690003	Tumor	0.4
CPT0012550003	Tumor	0.4
CPT0012280003	Tumor	0.4
CPT0081990003	Tumor	0.4
CPT0000780007	Tumor	0.4
CPT0025880003	Tumor	0.4
CPT0088900003	Tumor	0.4
CPT0012180003	Tumor	0.4
CPT0069190001	Normal	0.4
CPT0001340003	Tumor	0.3
CPT0010120001	Normal	0.3
CPT0081600003	Tumor	0.3
CPT0001180009	Tumor	0.3
CPT0001270001	Normal	0.3
CPT0010110003	Tumor	0.3
CPT0065690003	Tumor	0.3
CPT0025350003	Tumor	0.3
CPT0063630003	Tumor	0.3
CPT0009000003	Tumor	0.3
CPT0069000003	Tumor	0.3
CPT0071150004	Tumor	0.3
CPT0079300001	Normal	0.3
CPT0079410003	Tumor	0.3
CPT0084590001	Normal	0.3
CPT0000870016	Tumor	0.3
CPT0066470004	Tumor	0.3
CPT0001540009	Tumor	0.3
CPT0015810003	Tumor	0.3
CPT0086030003	Tumor	0.3
CPT0009020003	Normal	0.2
CPT0092790003	Tumor	0.2
CPT0075130003	Tumor	0.2
CPT0014370004	Tumor	0.2
CPT0078660003	Tumor	0.2
CPT0026410003	Tumor	0.2
CPT0023690003	Tumor	0.2
CPT0089020003	Tumor	0.2
CPT0065430003	Tumor	0.2
CPT0010160003	Tumor	0.2
CPT0075170001	Normal	0.2
CPT0025110003	Tumor	0.2
CPT0006440003	Tumor	0.2
CPT0019990003	Tumor	0.2
CPT0079180003	Tumor	0.2
CPT0025170003	Tumor	0.2
CPT0079480003	Tumor	0.2
CPT0025230003	Tumor	0.2
CPT0002370001	Normal	0.2
CPT0006900003	Tumor	0.2
CPT0078990003	Tumor	0.2
CPT0078510003	Tumor	0.2
CPT0009060003	Tumor	0.2
CPT0078830003	Tumor	0.1
CPT0076330003	Tumor	0.1
CPT0079270003	Tumor	0.1
CPT0087040003	Tumor	0.1
CPT0025290003	Tumor	0.1
CPT0088480003	Tumor	0.1
CPT0001550001	Normal	0.1
CPT0023350003	Tumor	0.1
CPT0078530001	Normal	0.1
CPT0007860003	Tumor	0.1
CPT0063320003	Tumor	0.1
CPT0020120003	Tumor	0.1
CPT0007320003	Tumor	0.1
CPT0086820003	Tumor	0.1
CPT0065930003	Tumor	0.1
CPT0017450001	Normal	0.1
CPT0089460004	Tumor	0.1
CPT0012920003	Normal	0.1
CPT0079230003	Tumor	0.1
CPT0006630003	Tumor	0.1
CPT0092160003	Tumor	0.1
CPT0019160001	Normal	0.1
CPT0001220008	Tumor	0.1
CPT0001190001	Normal	0.1
CPT0001230001	Normal	0.1
CPT0018250001	Normal	0.0
CPT0000660001	Normal	0.0
CPT0081880003	Tumor	0.0
CPT0092290003	Tumor	0.0
CPT0019130003	Tumor	0.0
CPT0025050003	Tumor	0.0
CPT0069010001	Normal	0.0
CPT0086360003	Tumor	0.0
CPT0086830003	Normal	0.0
CPT0002350011	Tumor	0.0
CPT0063640001	Normal	0.0
CPT0012290003	Normal	0.0
CPT0025920001	Normal	0.0
CPT0088570001	Normal	0.0
CPT0065820001	Normal	0.0
CPT0086970003	Normal	0.0
CPT0007870001	Normal	0.0
CPT0078930003	Tumor	-0.1
CPT0086890003	Normal	-0.1
CPT0014160003	Tumor	-0.1
CPT0075570001	Normal	-0.1
CPT0012570003	Normal	-0.1
CPT0077110003	Tumor	-0.1
CPT0063330001	Normal	-0.1
CPT0001510001	Normal	-0.1
CPT0014470001	Normal	-0.1
CPT0007470001	Normal	-0.1
CPT0064400001	Normal	-0.1
CPT0006530001	Normal	-0.1
CPT0024680001	Normal	-0.1
CPT0012090003	Normal	-0.1
CPT0013790003	Normal	-0.1
CPT0012900004	Tumor	-0.1
CPT0020130001	Normal	-0.1
CPT0064370003	Tumor	-0.1
CPT0025060001	Normal	-0.1
CPT0077310003	Tumor	-0.1
CPT0065810003	Tumor	-0.1
CPT0089040001	Normal	-0.1
CPT0000890001	Normal	-0.1
CPT0065750003	Tumor	-0.1
CPT0082010001	Normal	-0.1
CPT0078940001	Normal	-0.2
CPT0079430001	Normal	-0.2
CPT0025580004	Tumor	-0.2
CPT0088500001	Normal	-0.2
CPT0088710001	Normal	-0.2
CPT0077140001	Normal	-0.2
CPT0020020001	Normal	-0.2
CPT0076350001	Normal	-0.2
CPT0009080003	Normal	-0.2
CPT0066520001	Normal	-0.2
CPT0024670003	Tumor	-0.2
CPT0088640003	Normal	-0.2
CPT0081620001	Normal	-0.2
CPT0079000001	Normal	-0.2
CPT0014450004	Tumor	-0.2
CPT0025610001	Normal	-0.2
CPT0078670001	Normal	-0.3
CPT0000790001	Normal	-0.3
CPT0014130001	Normal	-0.3
CPT0002270011	Tumor	-0.3
CPT0010170001	Normal	-0.3
CPT0089480003	Normal	-0.3
CPT0086950003	Tumor	-0.3
CPT0092800003	Normal	-0.3
CPT0078800003	Tumor	-0.3
CPT0088920001	Normal	-0.3
CPT0066430001	Normal	-0.3
CPT0023360001	Normal	-0.3
CPT0065450001	Normal	-0.3
CPT0006730001	Normal	-0.3
CPT0092740003	Normal	-0.3
CPT0077500001	Normal	-0.3
CPT0014350001	Normal	-0.3
CPT0086370003	Normal	-0.3
CPT0006950001	Normal	-0.3
CPT0001350001	Normal	-0.3
CPT0078840001	Normal	-0.3
CPT0015730003	Tumor	-0.3
CPT0092310003	Normal	-0.4
CPT0023710001	Normal	-0.4
CPT0001500009	Tumor	-0.4
CPT0087050003	Normal	-0.4
CPT0088780001	Normal	-0.4
CPT0026420001	Normal	-0.4
CPT0012770003	Normal	-0.5
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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 HPA044617	Antibody HPA052450	Antibody CAB009798
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