Expression of MKLN1 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

MKLN1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.22

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

9.2

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	36.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	30.5
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	25.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	24.9
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	22.2
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	20.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	17.0
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	14.6
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	13.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	13.5
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	13.3
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	12.8
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	11.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	11.4
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	11.4
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	11.0
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	11.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	10.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	10.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	10.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	10.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	10.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	9.9
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	9.6
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	8.4
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	8.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	8.3
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	7.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	7.6
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	7.6
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	7.4
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	7.2
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	6.9
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	6.8
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	6.8
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	6.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	6.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	6.5
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	6.2
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	6.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	5.9
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	5.7
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	5.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	5.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	5.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	5.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	5.0
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	5.0
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	5.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	5.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	4.9
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	4.8
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	4.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	4.6
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	4.6
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	4.4
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	4.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	4.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	4.0
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	3.7
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	2.8
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	2.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	2.5
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	2.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

MKLN1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.76

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

8.7

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	32.3
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	28.3
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	27.9
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	24.7
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	22.2
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	21.3
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	19.3
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	18.2
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	17.7
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	17.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	16.9
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	16.9
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	16.2
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	16.1
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	15.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	15.9
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	15.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	15.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	15.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	15.5
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	15.5
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	15.2
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	14.9
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	14.8
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	14.8
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	14.7
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	14.7
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	14.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	14.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	14.5
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	14.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	14.4
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	14.3
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	14.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	14.2
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	14.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	14.1
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	14.1
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	14.0
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	14.0
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	13.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	13.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	13.8
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	13.8
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	13.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	13.7
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	13.6
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	13.5
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	13.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	13.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	13.4
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	13.4
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	13.4
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	13.4
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	13.4
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	13.3
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	13.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	13.3
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	13.3
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	13.2
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	13.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	13.2
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	13.2
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	13.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	13.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	13.0
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	12.9
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	12.9
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	12.9
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	12.8
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	12.8
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	12.8
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	12.8
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	12.7
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	12.7
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	12.7
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	12.7
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	12.6
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	12.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	12.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	12.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	12.5
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	12.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	12.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	12.4
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	12.4
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	12.3
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	12.3
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	12.3
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	12.2
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	12.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	12.1
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	12.1
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	12.0
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	12.0
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	12.0
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	12.0
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	12.0
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	11.9
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	11.9
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	11.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	11.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	11.8
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	11.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	11.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	11.7
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	11.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	11.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	11.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	11.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	11.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	11.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	11.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	11.5
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	11.4
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	11.4
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	11.4
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	11.3
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	11.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	11.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	11.2
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	11.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	11.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	11.1
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	11.1
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	11.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	11.1
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	11.1
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	11.1
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	11.0
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	11.0
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	11.0
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	10.9
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	10.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	10.9
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	10.9
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	10.9
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	10.9
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	10.9
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	10.8
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	10.8
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	10.8
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	10.7
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	10.7
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	10.7
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	10.7
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	10.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	10.6
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	10.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	10.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	10.5
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	10.5
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	10.5
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	10.4
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	10.4
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	10.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	10.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	10.3
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	10.3
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	10.3
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	10.2
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	10.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	10.2
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	10.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	10.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	10.1
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	10.1
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	10.1
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	10.1
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	10.1
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	10.1
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	10.1
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	10.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	10.1
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	10.1
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	10.0
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	10.0
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	10.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	10.0
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	10.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	10.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	10.0
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	9.9
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	9.8
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	9.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	9.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	9.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	9.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	9.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	9.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	9.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	9.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	9.6
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	9.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	9.5
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	9.5
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	9.5
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	9.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	9.5
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	9.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	9.4
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	9.4
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	9.4
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	9.4
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	9.4
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	9.4
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	9.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	9.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	9.3
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	9.3
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	9.3
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	9.3
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	9.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	9.3
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	9.2
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	9.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	9.2
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	9.2
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	9.1
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	9.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	9.1
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	9.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	9.1
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	9.1
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	9.1
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	9.0
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	9.0
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	9.0
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	9.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	9.0
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	8.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	8.9
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	8.9
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	8.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	8.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	8.8
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	8.8
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	8.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	8.8
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	8.8
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	8.8
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	8.7
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	8.7
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	8.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	8.7
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	8.7
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	8.7
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	8.7
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	8.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	8.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	8.6
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	8.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	8.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	8.5
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	8.5
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	8.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	8.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	8.4
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	8.4
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	8.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	8.4
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	8.4
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	8.4
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	8.3
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	8.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	8.3
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	8.3
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	8.2
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	8.2
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	8.2
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	8.2
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	8.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	8.2
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	8.1
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	8.1
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	8.1
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	8.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	8.1
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	8.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	8.1
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	8.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	8.0
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	8.0
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	8.0
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	8.0
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	8.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	7.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	7.9
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	7.9
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	7.9
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	7.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	7.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	7.9
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	7.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	7.8
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	7.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	7.8
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	7.8
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	7.8
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	7.7
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	7.7
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	7.7
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	7.7
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	7.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	7.7
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	7.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	7.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	7.6
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	7.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	7.6
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	7.6
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	7.5
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	7.5
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	7.5
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	7.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	7.4
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	7.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	7.4
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	7.4
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	7.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	7.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	7.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	7.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	7.3
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	7.3
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	7.3
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	7.3
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	7.3
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	7.3
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	7.3
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	7.2
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	7.1
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	7.1
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	7.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	7.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	7.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	7.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	7.0
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	7.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	7.0
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	6.9
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	6.9
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	6.8
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	6.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	6.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	6.8
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	6.8
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	6.7
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	6.7
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	6.7
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	6.7
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	6.7
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	6.7
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	6.7
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	6.7
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	6.6
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	6.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	6.6
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	6.5
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	6.5
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	6.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	6.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	6.5
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	6.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	6.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	6.4
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	6.4
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	6.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	6.4
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	6.3
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	6.3
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	6.3
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	6.3
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	6.2
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	6.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	6.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	6.2
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	6.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	6.2
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	6.2
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	6.2
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	6.2
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	6.1
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	6.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	6.1
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	6.1
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	6.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	6.1
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	6.1
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	6.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	6.0
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	6.0
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	6.0
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	5.9
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	5.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	5.9
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	5.9
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	5.8
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	5.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	5.8
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	5.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	5.8
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	5.8
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	5.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	5.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	5.7
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	5.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	5.7
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	5.7
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	5.6
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	5.6
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	5.6
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	5.6
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	5.5
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	5.5
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	5.5
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	5.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	5.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	5.4
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	5.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	5.4
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	5.4
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	5.4
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	5.3
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	5.3
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	5.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	5.3
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	5.3
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	5.2
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	5.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	5.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	5.1
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	5.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	5.0
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	5.0
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	5.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	5.0
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	4.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	4.8
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	4.8
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	4.8
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	4.8
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	4.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	4.8
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	4.7
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	4.7
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	4.7
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	4.7
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	4.7
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	4.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	4.6
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	4.6
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	4.5
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	4.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	4.5
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	4.5
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	4.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	4.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	4.4
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	4.4
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	4.4
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	4.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	4.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	4.2
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	4.2
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	4.1
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	4.1
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	4.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	4.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	4.0
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	4.0
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	4.0
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	3.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	3.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	3.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	3.8
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	3.8
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	3.7
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	3.7
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	3.7
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	3.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	3.6
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	3.6
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	3.6
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	3.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	3.5
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	3.5
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	3.5
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	3.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	3.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	3.4
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	3.4
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	3.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	3.3
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	3.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	3.2
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	3.2
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	3.2
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	3.1
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	3.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	3.1
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	3.0
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	3.0
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	3.0
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	3.0
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	2.9
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	2.8
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	2.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	2.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.7
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	2.5
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	2.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	2.3
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	2.1
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	1.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.7
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	1.7
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	1.7
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	1.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	1.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

MKLN1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.36

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

12.7

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	25.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	21.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	20.6
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	20.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	19.5
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	19.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	18.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	17.8
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	17.5
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	17.4
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	17.4
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	17.3
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	17.0
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	16.9
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	16.8
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	16.6
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	16.5
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	16.5
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	16.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	16.5
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	15.9
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	15.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	15.7
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	15.7
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	15.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	15.3
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	15.2
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	15.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	15.0
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	14.9
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	14.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	14.8
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	14.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	14.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	14.5
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	14.4
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	14.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	13.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	13.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	13.6
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	13.5
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	13.4
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	13.4
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	13.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	13.2
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	13.1
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	13.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	12.8
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	12.8
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	12.6
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	12.4
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	12.4
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	12.4
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	12.4
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	12.2
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	12.2
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	12.0
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	12.0
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	12.0
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	11.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	11.7
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	11.6
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	11.5
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	11.4
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	11.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	11.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	11.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	11.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	11.3
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	10.9
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	10.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	10.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	10.6
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	10.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	10.5
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	10.5
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	10.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	10.1
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	9.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	9.6
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	9.4
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	9.4
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	9.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	8.5
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	8.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	8.2
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	8.2
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	7.7
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	7.6
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	7.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	7.3
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	7.1
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	7.1
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	6.8
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	6.4
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	5.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	5.3
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	5.0
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	4.0
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	3.5
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

MKLN1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5.49

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

8.4

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	42.3
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	37.1
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	33.5
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	29.0
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	26.8
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	25.3
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	22.5
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	21.7
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	21.5
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	20.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	20.4
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	19.9
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	19.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	18.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	18.1
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	17.5
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	17.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	17.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	17.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	17.1
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	16.9
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	16.8
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	16.7
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	16.5
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	16.4
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	16.1
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	16.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	15.9
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	15.8
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	15.7
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	15.1
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	15.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	14.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	14.2
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	14.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	14.1
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	14.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	14.0
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	13.9
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	13.6
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	13.2
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	12.8
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	12.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	12.7
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	12.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	12.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	12.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	12.3
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	12.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	12.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	11.9
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	11.8
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	11.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	11.6
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	11.6
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	11.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	11.4
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	11.4
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	11.3
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	11.3
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	11.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	11.0
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	11.0
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	10.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	10.8
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	10.5
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	10.2
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	10.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	10.1
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	10.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	9.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	9.9
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	9.9
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	9.8
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	9.8
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	9.8
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	9.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	9.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	9.6
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	9.6
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	9.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	9.5
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	9.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	9.5
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	9.4
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	9.3
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	9.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	9.3
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	9.2
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	9.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	9.1
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	9.1
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	9.0
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	9.0
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	8.9
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	8.9
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	8.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	8.8
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	8.8
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	8.7
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	8.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	8.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	8.7
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	8.6
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	8.6
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	8.5
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	8.5
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	8.5
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	8.4
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	8.4
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	8.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	8.2
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	8.1
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	8.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	8.0
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	8.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	8.0
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	8.0
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	7.9
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	7.8
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	7.8
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	7.8
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	7.8
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	7.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	7.7
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	7.6
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	7.6
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	7.6
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	7.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	7.6
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	7.6
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	7.5
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	7.5
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	7.5
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	7.3
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	7.3
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	7.3
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	7.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	7.3
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	7.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	7.3
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	7.2
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	7.2
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	7.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	7.1
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	7.1
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	7.1
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	7.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	7.0
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	7.0
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	7.0
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	7.0
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	6.9
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	6.9
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	6.9
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	6.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	6.9
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	6.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	6.7
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	6.7
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	6.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	6.6
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	6.5
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	6.5
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	6.5
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	6.4
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	6.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	6.4
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	6.4
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	6.3
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	6.2
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	6.1
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	6.1
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	6.1
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	6.0
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	6.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	6.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	5.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	5.8
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	5.8
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	5.8
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	5.8
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	5.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	5.7
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	5.7
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	5.7
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	5.7
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	5.6
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	5.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	5.5
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	5.5
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	5.5
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	5.5
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	5.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	5.4
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	5.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	5.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	5.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	5.3
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	5.3
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	5.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	5.1
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	5.1
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	5.1
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	5.0
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	5.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	4.9
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	4.9
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	4.8
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	4.8
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	4.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	4.8
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	4.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	4.7
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	4.6
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	4.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	4.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	4.5
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	4.5
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	4.4
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	4.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	4.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	4.4
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	4.4
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	4.4
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	4.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	4.2
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	4.2
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	4.2
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	4.2
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	4.1
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	3.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	3.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	3.7
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	3.7
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	3.7
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	3.7
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	3.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	3.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	3.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	3.5
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	3.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	3.4
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	3.3
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	3.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	3.2
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	3.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	3.2
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	3.2
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	3.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	3.1
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	3.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	3.0
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	2.9
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	2.9
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	2.9
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	2.9
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	2.9
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	2.8
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	2.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	2.8
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	2.8
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	2.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	2.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	2.7
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	2.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	2.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	2.5
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	2.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	2.3
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	2.3
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	2.3
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	2.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	2.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	1.8
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	1.6
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	1.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	1.5
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0001340003	Tumor	0.6
CPT0084560003	Tumor	0.5
CPT0063630003	Tumor	0.5
CPT0086950003	Tumor	0.4
CPT0079180003	Tumor	0.4
CPT0011410003	Tumor	0.4
CPT0079510001	Normal	0.4
CPT0081880003	Tumor	0.4
CPT0078510003	Tumor	0.3
CPT0011240003	Tumor	0.3
CPT0079300001	Normal	0.3
CPT0002270011	Tumor	0.3
CPT0007860003	Tumor	0.3
CPT0017410003	Tumor	0.3
CPT0076330003	Tumor	0.3
CPT0010160003	Tumor	0.3
CPT0063320003	Tumor	0.3
CPT0018250001	Normal	0.3
CPT0012280003	Tumor	0.3
CPT0069000003	Tumor	0.3
CPT0012550003	Tumor	0.3
CPT0024680001	Normal	0.3
CPT0023350003	Tumor	0.3
CPT0077310003	Tumor	0.3
CPT0012900004	Tumor	0.3
CPT0012370003	Tumor	0.3
CPT0066480003	Tumor	0.3
CPT0075560003	Tumor	0.3
CPT0065930003	Tumor	0.3
CPT0089460004	Tumor	0.2
CPT0078660003	Tumor	0.2
CPT0019990003	Tumor	0.2
CPT0012640003	Normal	0.2
CPT0078930003	Tumor	0.2
CPT0025290003	Tumor	0.2
CPT0025110003	Tumor	0.2
CPT0001180009	Tumor	0.2
CPT0023690003	Tumor	0.2
CPT0014470001	Normal	0.2
CPT0013790003	Normal	0.2
CPT0086030003	Tumor	0.2
CPT0069190001	Normal	0.2
CPT0078530001	Normal	0.2
CPT0006440003	Tumor	0.2
CPT0012080003	Tumor	0.2
CPT0065430003	Tumor	0.2
CPT0012770003	Normal	0.2
CPT0001500009	Tumor	0.2
CPT0000780007	Tumor	0.1
CPT0025170003	Tumor	0.1
CPT0017850003	Tumor	0.1
CPT0012570003	Normal	0.1
CPT0089020003	Tumor	0.1
CPT0019130003	Tumor	0.1
CPT0078940001	Normal	0.1
CPT0002370001	Normal	0.1
CPT0065690003	Tumor	0.1
CPT0006900003	Tumor	0.1
CPT0092310003	Normal	0.1
CPT0078840001	Normal	0.1
CPT0020020001	Normal	0.1
CPT0086970003	Normal	0.1
CPT0024670003	Tumor	0.1
CPT0012090003	Normal	0.1
CPT0088480003	Tumor	0.1
CPT0088780001	Normal	0.1
CPT0088570001	Normal	0.1
CPT0025060001	Normal	0.1
CPT0065810003	Tumor	0.1
CPT0009020003	Normal	0.1
CPT0010120001	Normal	0.1
CPT0079410003	Tumor	0.1
CPT0002350011	Tumor	0.1
CPT0063640001	Normal	0.1
CPT0089040001	Normal	0.1
CPT0006630003	Tumor	0.1
CPT0075720003	Tumor	0.1
CPT0077110003	Tumor	0.1
CPT0009080003	Normal	0.1
CPT0064370003	Tumor	0.1
CPT0025580004	Tumor	0.1
CPT0086370003	Normal	0.1
CPT0088640003	Normal	0.1
CPT0010170001	Normal	0.1
CPT0025350003	Tumor	0.1
CPT0064400001	Normal	0.1
CPT0025610001	Normal	0.1
CPT0089480003	Normal	0.1
CPT0088690003	Tumor	0.1
CPT0077140001	Normal	0.1
CPT0014350001	Normal	0.1
CPT0092190003	Normal	0.1
CPT0065750003	Tumor	0.1
CPT0000870016	Tumor	0.1
CPT0088920001	Normal	0.1
CPT0012290003	Normal	0.1
CPT0092800003	Normal	0.1
CPT0007870001	Normal	0.1
CPT0015730003	Tumor	0.0
CPT0088630003	Tumor	0.0
CPT0066430001	Normal	0.0
CPT0026420001	Normal	0.0
CPT0009000003	Tumor	0.0
CPT0006950001	Normal	0.0
CPT0063330001	Normal	0.0
CPT0001270001	Normal	0.0
CPT0001540009	Tumor	0.0
CPT0088970003	Tumor	0.0
CPT0066470004	Tumor	0.0
CPT0075130003	Tumor	0.0
CPT0023360001	Normal	0.0
CPT0084590001	Normal	0.0
CPT0081620001	Normal	0.0
CPT0001220008	Tumor	0.0
CPT0015910003	Tumor	0.0
CPT0020120003	Tumor	0.0
CPT0066520001	Normal	0.0
CPT0076350001	Normal	0.0
CPT0012920003	Normal	0.0
CPT0065870003	Tumor	0.0
CPT0078800003	Tumor	0.0
CPT0081600003	Tumor	0.0
CPT0001190001	Normal	0.0
CPT0086360003	Tumor	0.0
CPT0069160003	Tumor	0.0
CPT0065820001	Normal	0.0
CPT0075570001	Normal	0.0
CPT0092160003	Tumor	0.0
CPT0077490003	Tumor	0.0
CPT0079430001	Normal	0.0
CPT0086890003	Normal	0.0
CPT0092790003	Tumor	0.0
CPT0010110003	Tumor	0.0
CPT0078830003	Tumor	0.0
CPT0071150004	Tumor	0.0
CPT0087050003	Normal	0.0
CPT0015810003	Tumor	0.0
CPT0017450001	Normal	0.0
CPT0088500001	Normal	0.0
CPT0001260009	Tumor	0.0
CPT0069010001	Normal	0.0
CPT0006730001	Normal	0.0
CPT0000890001	Normal	0.0
CPT0077320001	Normal	0.0
CPT0014130001	Normal	0.0
CPT0001230001	Normal	0.0
CPT0007320003	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0025880003	Tumor	0.0
CPT0092740003	Normal	0.0
CPT0087040003	Tumor	0.0
CPT0079000001	Normal	0.0
CPT0088710001	Normal	0.0
CPT0001510001	Normal	0.0
CPT0025920001	Normal	0.0
CPT0019160001	Normal	0.0
CPT0077500001	Normal	0.0
CPT0075170001	Normal	0.0
CPT0088760003	Tumor	-0.1
CPT0014370004	Tumor	-0.1
CPT0007470001	Normal	-0.1
CPT0001350001	Normal	-0.1
CPT0000660001	Normal	-0.1
CPT0012670003	Tumor	-0.1
CPT0020130001	Normal	-0.1
CPT0081990003	Tumor	-0.1
CPT0092290003	Tumor	-0.1
CPT0006530001	Normal	-0.1
CPT0088900003	Tumor	-0.1
CPT0085670003	Tumor	-0.1
CPT0023710001	Normal	-0.1
CPT0001550001	Normal	-0.1
CPT0086830003	Normal	-0.1
CPT0021240003	Tumor	-0.1
CPT0025050003	Tumor	-0.1
CPT0079380003	Tumor	-0.1
CPT0026410003	Tumor	-0.1
CPT0078670001	Normal	-0.1
CPT0014450004	Tumor	-0.1
CPT0092730003	Tumor	-0.1
CPT0065450001	Normal	-0.1
CPT0000790001	Normal	-0.1
CPT0086820003	Tumor	-0.1
CPT0012180003	Tumor	-0.1
CPT0000640003	Tumor	-0.1
CPT0078990003	Tumor	-0.1
CPT0025230003	Tumor	-0.1
CPT0082010001	Normal	-0.2
CPT0079270003	Tumor	-0.2
CPT0079230003	Tumor	-0.2
CPT0086870003	Tumor	-0.2
CPT0009060003	Tumor	-0.2
CPT0014160003	Tumor	-0.3
CPT0088550004	Tumor	-0.4
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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 HPA022817
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