Expression of MACC1 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

MACC1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 1.07

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

6.3

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	46.8
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	39.4
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	30.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	25.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	19.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	15.6
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	15.3
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	13.9
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	12.4
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	10.7
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	10.0
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	9.4
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	9.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	8.9
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	8.7
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	7.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	7.4
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	7.3
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	7.2
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	7.1
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	6.9
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	6.4
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	6.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	6.1
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	5.9
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	5.1
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	4.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	4.8
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	3.7
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	3.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	3.2
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	2.9
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	2.8
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	2.8
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	2.7
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	2.7
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	2.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	2.1
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	2.0
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	2.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	1.9
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	1.9
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	1.7
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	1.5
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	1.2
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	1.0
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	0.9
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	0.9
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	0.8
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	0.8
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	0.6
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	0.5
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	0.5
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	0.5
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	0.4
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	0.4
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.4
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	0.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	0.3
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	0.3
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	0.3
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	0.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	0.2
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	0.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

MACC1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5.53

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

9.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	221.9
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	103.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	74.8
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	70.6
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	69.8
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	60.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	50.0
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	47.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	45.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	44.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	43.3
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	41.3
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	40.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	38.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	35.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	35.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	35.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	34.7
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	33.8
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	33.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	31.7
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	31.1
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	31.0
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	30.8
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	29.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	29.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	29.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	28.8
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	28.5
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	28.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	27.9
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	27.2
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	25.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	25.5
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	24.5
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	24.4
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	23.8
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	23.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	22.5
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	21.8
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	21.2
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	21.1
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	21.0
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	20.9
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	20.8
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	20.6
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	20.6
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	20.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	20.1
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	19.9
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	19.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	19.5
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	19.1
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	18.9
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	18.9
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	18.8
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	18.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	18.6
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	18.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	18.4
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	18.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	18.1
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	17.8
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	17.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	17.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	17.5
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	17.5
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	17.4
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	17.2
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	17.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	17.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	16.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	16.8
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	16.8
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	16.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	16.0
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	16.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	16.0
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	15.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	15.7
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	15.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	15.7
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	15.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	15.5
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	15.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	15.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	15.2
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	15.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	15.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	15.1
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	15.1
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	15.1
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	15.1
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	15.0
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	14.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	14.9
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	14.9
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	14.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	14.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	14.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	14.7
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	14.4
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	14.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	14.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	14.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	14.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	13.9
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	13.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	13.6
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	13.6
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	13.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	13.5
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	13.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	13.3
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	13.3
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	13.1
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	13.1
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	13.1
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	12.5
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	12.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	12.3
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	12.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	12.3
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	12.1
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	12.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	12.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	12.0
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	11.9
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	11.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	11.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	11.7
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	11.7
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	11.7
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	11.5
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	11.5
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	11.5
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	11.5
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	11.5
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	11.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	11.4
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	11.4
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	11.4
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	11.4
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	11.2
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	11.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	11.0
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	11.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	11.0
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	10.9
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	10.9
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	10.7
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	10.7
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	10.6
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	10.5
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	10.4
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	10.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	10.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	10.3
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	10.3
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	10.3
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	10.3
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	10.3
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	10.2
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	10.2
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	10.2
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	10.1
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	10.1
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	10.0
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	10.0
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	10.0
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	9.9
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	9.9
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	9.8
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	9.8
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	9.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	9.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	9.7
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	9.7
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	9.7
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	9.6
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	9.5
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	9.4
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	9.3
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	9.3
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	9.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	9.2
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	9.2
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	9.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	9.1
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	9.1
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	9.1
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	9.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	9.0
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	9.0
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	8.9
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	8.8
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	8.8
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	8.7
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	8.6
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	8.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	8.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	8.6
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	8.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	8.5
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	8.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	8.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	8.4
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	8.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	8.3
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	8.3
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	8.2
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	8.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	8.2
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	8.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	8.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	8.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	8.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	8.1
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	8.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	8.0
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	7.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	7.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	7.7
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	7.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	7.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	7.6
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	7.6
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	7.6
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	7.6
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	7.6
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	7.5
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	7.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	7.4
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	7.4
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	7.3
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	7.2
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	7.2
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	7.2
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	7.2
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	7.0
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	7.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	7.0
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	6.9
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	6.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	6.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	6.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	6.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	6.8
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	6.7
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	6.7
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	6.7
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	6.6
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	6.6
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	6.6
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	6.6
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	6.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	6.5
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	6.5
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	6.5
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	6.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	6.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	6.4
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	6.4
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	6.4
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	6.4
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	6.3
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	6.3
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	6.3
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	6.3
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	6.3
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	6.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	6.2
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	6.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	6.1
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	6.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	6.1
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	6.0
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	5.9
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	5.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	5.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	5.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	5.8
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	5.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	5.8
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	5.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	5.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	5.7
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	5.6
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	5.6
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	5.6
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	5.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	5.5
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	5.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	5.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	5.5
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	5.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	5.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	5.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	5.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	5.4
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	5.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	5.3
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	5.3
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	5.3
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	5.2
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	5.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	5.2
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	5.1
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	5.1
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	5.1
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	5.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	5.1
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	5.1
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	5.1
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	5.0
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	5.0
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	5.0
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	5.0
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	4.9
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	4.9
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	4.9
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	4.9
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	4.8
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	4.8
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	4.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	4.7
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	4.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	4.7
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	4.6
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	4.6
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	4.6
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	4.6
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	4.5
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	4.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	4.5
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	4.5
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	4.5
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	4.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	4.4
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	4.4
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	4.4
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	4.4
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	4.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	4.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	4.3
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	4.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	4.3
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	4.3
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	4.2
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	4.2
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	4.2
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	4.1
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	4.1
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	4.1
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	4.0
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	4.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	4.0
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	4.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	4.0
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	4.0
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	3.9
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	3.9
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	3.9
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	3.9
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	3.8
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	3.8
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	3.8
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	3.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	3.8
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	3.7
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	3.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	3.6
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	3.6
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	3.6
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	3.6
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	3.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	3.5
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	3.5
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	3.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	3.5
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	3.5
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	3.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	3.4
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	3.4
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	3.4
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	3.3
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	3.3
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	3.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	3.3
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	3.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	3.3
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	3.3
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	3.2
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	3.2
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	3.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	3.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	3.2
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	3.1
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	3.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	3.0
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	3.0
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	3.0
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	2.9
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	2.9
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	2.9
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	2.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	2.8
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	2.8
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	2.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	2.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	2.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	2.8
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	2.7
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	2.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	2.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	2.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	2.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	2.5
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	2.5
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	2.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	2.4
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	2.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	2.4
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	2.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	2.3
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	2.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	2.2
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	2.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	2.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	2.1
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	2.1
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	2.1
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	2.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	2.1
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.1
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	2.0
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	1.9
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	1.9
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	1.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	1.9
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	1.9
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	1.9
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	1.9
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	1.8
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	1.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	1.8
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	1.8
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	1.8
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	1.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	1.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	1.7
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	1.7
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	1.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	1.7
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	1.7
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	1.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	1.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	1.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	1.6
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	1.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	1.5
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	1.5
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	1.5
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	1.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	1.5
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	1.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	1.4
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	1.4
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	1.4
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	1.3
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	1.3
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	1.3
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	1.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	1.2
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	1.1
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	1.1
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	1.1
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	1.1
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	1.1
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	1.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	1.0
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	1.0
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	1.0
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	1.0
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	0.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	0.9
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	0.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	0.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	0.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	0.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	0.8
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	0.8
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	0.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	0.8
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	0.8
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	0.7
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	0.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	0.7
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	0.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	0.7
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	0.7
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	0.6
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	0.6
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	0.6
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	0.5
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	0.5
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	0.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	0.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	0.4
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.4
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	0.4
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	0.3
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	0.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	0.3
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	0.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	0.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	0.3
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	0.2
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	0.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	0.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

MACC1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 6.94

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

16.8

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	67.5
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	61.5
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	53.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	49.6
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	48.7
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	44.6
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	42.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	41.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	39.8
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	36.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	36.0
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	35.3
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	33.6
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	32.7
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	32.2
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	28.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	27.9
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	27.3
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	26.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	25.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	25.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	25.0
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	24.8
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	24.1
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	23.9
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	23.3
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	22.8
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	22.6
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	22.1
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	21.6
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	20.5
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	20.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	19.9
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	19.7
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	18.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	18.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	18.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	18.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	18.1
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	17.4
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	17.1
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	16.9
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	16.9
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	16.8
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	16.6
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	16.0
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	14.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	14.8
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	14.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	14.6
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	14.4
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	13.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	12.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	11.8
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	10.4
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	10.0
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	10.0
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	9.9
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	9.7
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	9.6
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	9.3
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	9.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	8.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	8.7
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	8.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	8.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	7.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	7.6
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	7.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	7.1
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	6.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	6.8
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	6.5
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	6.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	6.0
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	6.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	5.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	5.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	5.5
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	5.5
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	5.1
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	4.8
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	4.6
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	4.1
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	3.7
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	3.5
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	3.3
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	3.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	3.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	3.1
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	3.1
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	2.9
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	2.5
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	2.0
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	1.4
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	1.4
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	1.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	1.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	0.8
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	0.3
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

MACC1 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.52

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

21.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	104.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	77.1
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	73.7
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	70.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	69.8
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	66.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	65.7
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	62.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	61.6
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	59.7
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	58.6
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	57.9
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	57.6
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	56.6
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	56.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	55.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	55.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	54.6
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	54.4
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	54.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	53.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	53.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	49.4
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	48.3
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	47.6
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	47.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	46.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	45.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	45.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	45.3
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	44.8
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	44.6
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	44.2
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	43.7
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	42.4
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	42.3
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	41.9
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	41.8
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	41.7
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	41.7
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	41.1
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	40.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	39.8
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	39.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	39.7
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	39.6
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	39.3
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	38.7
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	37.9
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	37.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	37.6
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	36.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	35.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	35.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	35.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	35.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	35.2
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	34.4
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	34.3
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	34.0
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	34.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	33.1
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	32.6
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	32.3
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	32.2
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	31.9
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	31.7
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	30.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	30.8
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	30.5
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	30.1
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	30.1
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	30.0
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	28.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	28.2
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	28.2
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	28.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	27.8
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	27.4
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	27.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	27.3
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	27.3
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	27.1
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	27.1
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	26.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	25.7
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	25.6
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	25.5
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	25.4
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	24.8
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	24.7
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	24.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	24.5
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	24.4
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	24.3
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	23.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	23.9
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	23.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	23.7
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	23.4
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	23.3
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	22.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	22.7
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	22.6
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	22.4
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	22.4
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	22.2
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	22.0
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	21.6
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	21.5
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	21.3
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	21.3
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	21.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	21.3
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	21.2
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	21.0
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	20.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	20.7
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	20.5
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	20.5
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	20.3
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	20.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	20.3
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	20.2
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	19.9
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	19.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	19.5
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	19.4
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	19.4
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	19.3
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	19.2
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	19.1
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	19.1
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	18.8
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	18.4
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	18.0
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	17.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	17.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	17.7
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	17.6
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	16.9
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	16.7
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	16.5
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	16.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	16.2
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	15.9
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	15.7
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	15.5
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	15.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	15.1
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	15.1
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	14.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	14.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	14.7
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	14.4
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	14.3
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	14.2
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	14.2
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	14.1
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	14.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	14.0
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	14.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	13.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	13.5
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	13.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	13.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	13.0
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	13.0
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	12.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	12.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	12.9
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	12.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	12.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	12.3
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	12.2
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	12.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	12.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	11.9
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	11.8
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	11.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	11.7
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	11.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	11.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	11.1
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	11.0
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	11.0
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	10.9
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	10.9
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	10.7
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	10.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	10.6
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	10.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	10.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	10.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	10.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	9.8
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	9.8
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	9.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	9.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	9.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	9.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	9.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	8.6
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	8.5
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	8.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	8.2
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	8.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	8.0
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	7.9
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	7.9
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	7.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	7.8
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	7.7
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	7.6
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	7.6
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	7.4
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	7.4
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	7.3
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	7.3
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	7.1
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	7.1
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	6.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	6.8
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	6.8
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	6.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	6.8
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	6.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	6.5
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	6.4
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	6.3
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	6.3
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	5.4
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	5.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	5.2
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	5.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	4.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	4.5
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	4.5
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	4.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	4.3
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	4.3
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	4.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	3.6
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	3.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	3.2
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	3.2
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	3.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	3.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	3.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	2.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	2.6
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	2.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	2.5
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	2.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	2.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	2.3
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	2.1
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	1.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	1.8
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	1.7
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	1.6
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	1.6
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	1.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	1.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	1.3
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	1.3
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	1.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	1.1
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	0.7
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	0.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	0.7
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	0.7
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	0.6
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	0.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	0.5
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	0.3
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	0.3
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	0.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	0.3
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	0.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	0.2
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0019130003	Tumor	1.8
CPT0014450004	Tumor	1.6
CPT0078800003	Tumor	1.1
CPT0001500009	Tumor	1.1
CPT0025050003	Tumor	1.0
CPT0088480003	Tumor	1.0
CPT0078510003	Tumor	1.0
CPT0026410003	Tumor	0.9
CPT0015810003	Tumor	0.9
CPT0012280003	Tumor	0.9
CPT0065750003	Tumor	0.9
CPT0025580004	Tumor	0.9
CPT0065930003	Tumor	0.8
CPT0014160003	Tumor	0.8
CPT0025230003	Tumor	0.8
CPT0089020003	Tumor	0.8
CPT0078830003	Tumor	0.8
CPT0065430003	Tumor	0.8
CPT0077110003	Tumor	0.7
CPT0007320003	Tumor	0.7
CPT0079380003	Tumor	0.6
CPT0001220008	Tumor	0.6
CPT0077310003	Tumor	0.6
CPT0021240003	Tumor	0.6
CPT0092290003	Tumor	0.5
CPT0087040003	Tumor	0.5
CPT0079270003	Tumor	0.5
CPT0000870016	Tumor	0.5
CPT0012080003	Tumor	0.5
CPT0002350011	Tumor	0.5
CPT0007860003	Tumor	0.5
CPT0079180003	Tumor	0.4
CPT0023690003	Tumor	0.4
CPT0092160003	Tumor	0.4
CPT0006900003	Tumor	0.4
CPT0017410003	Tumor	0.3
CPT0069000003	Tumor	0.3
CPT0064370003	Tumor	0.3
CPT0089460004	Tumor	0.3
CPT0025110003	Tumor	0.3
CPT0024670003	Tumor	0.3
CPT0001190001	Normal	0.3
CPT0000780007	Tumor	0.3
CPT0086820003	Tumor	0.3
CPT0065810003	Tumor	0.3
CPT0092790003	Tumor	0.3
CPT0001540009	Tumor	0.2
CPT0009060003	Tumor	0.2
CPT0078660003	Tumor	0.2
CPT0012920003	Normal	0.2
CPT0086360003	Tumor	0.2
CPT0025880003	Tumor	0.2
CPT0063320003	Tumor	0.2
CPT0011410003	Tumor	0.2
CPT0020120003	Tumor	0.2
CPT0012370003	Tumor	0.2
CPT0079410003	Tumor	0.2
CPT0086030003	Tumor	0.1
CPT0079230003	Tumor	0.1
CPT0019990003	Tumor	0.1
CPT0081990003	Tumor	0.1
CPT0010120001	Normal	0.1
CPT0086950003	Tumor	0.1
CPT0078930003	Tumor	0.1
CPT0086970003	Normal	0.1
CPT0081600003	Tumor	0.1
CPT0010110003	Tumor	0.1
CPT0075720003	Tumor	0.1
CPT0018250001	Normal	0.1
CPT0015910003	Tumor	0.1
CPT0066480003	Tumor	0.0
CPT0063640001	Normal	0.0
CPT0000640003	Tumor	0.0
CPT0006530001	Normal	0.0
CPT0010160003	Tumor	0.0
CPT0065870003	Tumor	0.0
CPT0071150004	Tumor	0.0
CPT0077320001	Normal	0.0
CPT0001270001	Normal	0.0
CPT0078990003	Tumor	0.0
CPT0009020003	Normal	0.0
CPT0069190001	Normal	0.0
CPT0075560003	Tumor	-0.1
CPT0024680001	Normal	-0.1
CPT0000890001	Normal	-0.1
CPT0002270011	Tumor	-0.1
CPT0012090003	Normal	-0.1
CPT0025290003	Tumor	-0.1
CPT0009000003	Tumor	-0.1
CPT0088500001	Normal	-0.1
CPT0079480003	Tumor	-0.1
CPT0088710001	Normal	-0.1
CPT0088630003	Tumor	-0.1
CPT0006730001	Normal	-0.1
CPT0025610001	Normal	-0.1
CPT0081620001	Normal	-0.1
CPT0092800003	Normal	-0.1
CPT0084590001	Normal	-0.1
CPT0009080003	Normal	-0.1
CPT0075170001	Normal	-0.1
CPT0079430001	Normal	-0.1
CPT0013790003	Normal	-0.1
CPT0092190003	Normal	-0.1
CPT0006630003	Tumor	-0.1
CPT0066470004	Tumor	-0.1
CPT0065820001	Normal	-0.2
CPT0006950001	Normal	-0.2
CPT0079300001	Normal	-0.2
CPT0088920001	Normal	-0.2
CPT0089040001	Normal	-0.2
CPT0085670003	Tumor	-0.2
CPT0017450001	Normal	-0.2
CPT0088760003	Tumor	-0.2
CPT0088900003	Tumor	-0.2
CPT0023350003	Tumor	-0.2
CPT0066520001	Normal	-0.2
CPT0025060001	Normal	-0.2
CPT0014470001	Normal	-0.2
CPT0064400001	Normal	-0.2
CPT0082010001	Normal	-0.2
CPT0002370001	Normal	-0.2
CPT0011240003	Tumor	-0.2
CPT0079510001	Normal	-0.2
CPT0025920001	Normal	-0.2
CPT0077500001	Normal	-0.2
CPT0012570003	Normal	-0.2
CPT0001510001	Normal	-0.2
CPT0012640003	Normal	-0.3
CPT0012900004	Tumor	-0.3
CPT0023360001	Normal	-0.3
CPT0025170003	Tumor	-0.3
CPT0000660001	Normal	-0.3
CPT0069010001	Normal	-0.3
CPT0001230001	Normal	-0.3
CPT0063330001	Normal	-0.3
CPT0075570001	Normal	-0.3
CPT0078940001	Normal	-0.3
CPT0088570001	Normal	-0.3
CPT0086890003	Normal	-0.3
CPT0012550003	Tumor	-0.3
CPT0000790001	Normal	-0.3
CPT0014130001	Normal	-0.3
CPT0092310003	Normal	-0.3
CPT0077490003	Tumor	-0.3
CPT0023710001	Normal	-0.4
CPT0012290003	Normal	-0.4
CPT0092730003	Tumor	-0.4
CPT0010170001	Normal	-0.4
CPT0088640003	Normal	-0.4
CPT0001260009	Tumor	-0.4
CPT0001350001	Normal	-0.4
CPT0078530001	Normal	-0.4
CPT0014350001	Normal	-0.4
CPT0078840001	Normal	-0.4
CPT0088780001	Normal	-0.4
CPT0001550001	Normal	-0.4
CPT0019160001	Normal	-0.4
CPT0076350001	Normal	-0.4
CPT0026420001	Normal	-0.4
CPT0077140001	Normal	-0.5
CPT0063630003	Tumor	-0.5
CPT0065690003	Tumor	-0.5
CPT0086370003	Normal	-0.5
CPT0012770003	Normal	-0.5
CPT0086830003	Normal	-0.5
CPT0012670003	Tumor	-0.5
CPT0065450001	Normal	-0.5
CPT0020130001	Normal	-0.5
CPT0014370004	Tumor	-0.5
CPT0007470001	Normal	-0.6
CPT0076330003	Tumor	-0.6
CPT0092740003	Normal	-0.6
CPT0015730003	Tumor	-0.6
CPT0088550004	Tumor	-0.6
CPT0078670001	Normal	-0.6
CPT0007870001	Normal	-0.6
CPT0006440003	Tumor	-0.7
CPT0087050003	Normal	-0.7
CPT0086870003	Tumor	-0.7
CPT0012180003	Tumor	-0.8
CPT0020020001	Normal	-0.8
CPT0017850003	Tumor	-0.8
CPT0079000001	Normal	-0.8
CPT0001180009	Tumor	-0.8
CPT0089480003	Normal	-0.9
CPT0025350003	Tumor	-0.9
CPT0066430001	Normal	-0.9
CPT0084560003	Tumor	-1.0
CPT0075130003	Tumor	-1.0
CPT0069160003	Tumor	-1.0
CPT0088690003	Tumor	-1.1
CPT0081880003	Tumor	-1.1
CPT0001340003	Tumor	-1.3
CPT0088970003	Tumor	-1.4
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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 HPA020081	Antibody HPA020103	Antibody HPA029476	Antibody CAB068194
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