Expression of KANSL2 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

KANSL2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.78

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

11.5

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	44.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	39.2
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	27.5
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	23.7
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	23.6
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	21.9
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	21.8
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	21.3
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	20.5
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	19.1
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	18.2
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	18.1
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	17.4
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	16.3
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	15.4
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	14.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	14.7
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	13.9
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	13.1
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	13.0
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	13.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	12.4
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	11.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	11.6
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	11.0
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	10.9
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	10.7
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	10.7
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	10.6
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	10.5
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	10.5
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	10.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	10.1
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	9.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	9.4
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	9.4
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	9.3
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	9.1
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	9.0
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	9.0
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	8.8
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	8.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	8.2
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	7.9
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	7.4
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	7.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	6.6
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	6.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	6.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	5.9
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	5.5
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	5.4
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	5.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	4.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	4.2
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	3.9
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	3.7
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	3.0
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	3.0
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	1.4
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	0.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	0.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	0.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

KANSL2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5.9

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

521

Samples

Sample	Description	TPM
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	25.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	21.4
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	19.9
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	19.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	19.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	18.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	17.3
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	17.2
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	16.7
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	16.3
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	16.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	16.1
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	15.7
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	15.6
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	15.4
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	15.0
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	14.8
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	14.8
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	14.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	14.4
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	14.3
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	14.3
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	14.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	14.2
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	14.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	14.0
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	13.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	13.8
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	13.8
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	13.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	13.7
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	13.6
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	13.6
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	13.6
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	13.6
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	13.5
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	13.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	13.5
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	13.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	13.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	13.3
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	13.3
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	13.2
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	13.2
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	13.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	13.0
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	12.8
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	12.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	12.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	12.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	12.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	12.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	12.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	12.2
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	12.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	12.2
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	12.2
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	12.2
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	12.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	12.1
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	12.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	12.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	12.0
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	12.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	12.0
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	12.0
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	12.0
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	11.9
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	11.8
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	11.8
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	11.8
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	11.8
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	11.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	11.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	11.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	11.6
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	11.6
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	11.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	11.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	11.5
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	11.4
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	11.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	11.4
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	11.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	11.4
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	11.4
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	11.3
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	11.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	11.3
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	11.2
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	11.2
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	11.2
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	11.2
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	11.1
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	11.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	11.1
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	11.1
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	11.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	11.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	11.0
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	11.0
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	11.0
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	11.0
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	11.0
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	11.0
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	11.0
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	10.9
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	10.9
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	10.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	10.9
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	10.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	10.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	10.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	10.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	10.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	10.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	10.7
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	10.6
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	10.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	10.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	10.5
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	10.5
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	10.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	10.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	10.5
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	10.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	10.5
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	10.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	10.4
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	10.3
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	10.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	10.3
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	10.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	10.2
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	10.2
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	10.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	10.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	10.2
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	10.2
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	10.2
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	10.1
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	10.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	10.1
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	10.1
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	10.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	10.0
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	10.0
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	10.0
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	10.0
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	10.0
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	10.0
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	9.9
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	9.9
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	9.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	9.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	9.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	9.8
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	9.8
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	9.8
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	9.8
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	9.8
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	9.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	9.8
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	9.8
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	9.8
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	9.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	9.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	9.7
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	9.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	9.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	9.7
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	9.6
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	9.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	9.6
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	9.6
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	9.6
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	9.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	9.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	9.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	9.5
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	9.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	9.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	9.5
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	9.4
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	9.4
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	9.4
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	9.4
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	9.4
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	9.4
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	9.4
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	9.4
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	9.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	9.3
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	9.2
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	9.2
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	9.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	9.2
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	9.2
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	9.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	9.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	9.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	9.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	9.2
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	9.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	9.2
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	9.1
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	9.1
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	9.1
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	9.1
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	9.1
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	9.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	9.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	9.0
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	9.0
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	9.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	9.0
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	9.0
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	9.0
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	9.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	9.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	9.0
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	9.0
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	8.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	8.9
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	8.9
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	8.9
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	8.9
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	8.9
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	8.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	8.9
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	8.9
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	8.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	8.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	8.9
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	8.8
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	8.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	8.8
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	8.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	8.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	8.8
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	8.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	8.8
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	8.8
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	8.7
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	8.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	8.7
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	8.7
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	8.7
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	8.7
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	8.7
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	8.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	8.6
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	8.6
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	8.6
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	8.6
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	8.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	8.6
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	8.6
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	8.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	8.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	8.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	8.5
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	8.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	8.5
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	8.5
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	8.5
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	8.5
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	8.5
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	8.5
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	8.4
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	8.4
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	8.4
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	8.4
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	8.4
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	8.4
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	8.4
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	8.3
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	8.3
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	8.2
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	8.2
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	8.2
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	8.2
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	8.2
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	8.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	8.2
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	8.2
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	8.2
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	8.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	8.1
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	8.1
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	8.1
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	8.1
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	8.1
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	8.1
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	8.1
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	8.0
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	8.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	8.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	8.0
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	8.0
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	8.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	7.9
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	7.9
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	7.8
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	7.8
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	7.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	7.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	7.8
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	7.8
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	7.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	7.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	7.7
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	7.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	7.7
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	7.7
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	7.7
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	7.7
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	7.7
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	7.7
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	7.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	7.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	7.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	7.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	7.6
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	7.5
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	7.5
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	7.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	7.5
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	7.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	7.5
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	7.5
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	7.5
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	7.5
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	7.4
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	7.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	7.4
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	7.4
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	7.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	7.4
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	7.3
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	7.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	7.2
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	7.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	7.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	7.2
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	7.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	7.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	7.1
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	7.1
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	7.1
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	7.1
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	7.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	7.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	7.0
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	7.0
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	7.0
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	7.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	7.0
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	7.0
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	6.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	6.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	6.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	6.9
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	6.9
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	6.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	6.7
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	6.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	6.7
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	6.7
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	6.6
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	6.6
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	6.6
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	6.5
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	6.5
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	6.5
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	6.4
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	6.4
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	6.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	6.4
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	6.4
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	6.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	6.3
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	6.3
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	6.3
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	6.3
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	6.2
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	6.2
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	6.2
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	6.2
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	6.2
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	6.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	6.2
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	6.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	6.1
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	6.1
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	6.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	6.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	6.1
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	6.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	6.0
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	6.0
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	6.0
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	5.9
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	5.9
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	5.9
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	5.9
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	5.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	5.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	5.8
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	5.8
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	5.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	5.7
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	5.7
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	5.7
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	5.7
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	5.6
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	5.6
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	5.6
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	5.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	5.5
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	5.5
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	5.5
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	5.5
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	5.5
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	5.5
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	5.4
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	5.3
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	5.3
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	5.2
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	5.2
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	5.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	5.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	5.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	5.1
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	5.0
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	5.0
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	5.0
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	5.0
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	5.0
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	4.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	4.9
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	4.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	4.8
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	4.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	4.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	4.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	4.8
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	4.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	4.8
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	4.6
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	4.6
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	4.5
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	4.5
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	4.4
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	4.3
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	4.3
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	4.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	4.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	4.2
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	4.1
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	4.0
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	4.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	4.0
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	3.9
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	3.9
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	3.9
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	3.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	3.8
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	3.8
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	3.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	3.8
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	3.8
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	3.7
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	3.7
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	3.7
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	3.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	3.6
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	3.6
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	3.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	3.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	3.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	3.5
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	3.4
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	3.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	3.3
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	3.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	3.1
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	3.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	3.1
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	2.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	2.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	2.7
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	2.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	2.7
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	2.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	2.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	2.4
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	2.4
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	2.3
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	2.3
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	2.3
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	2.2
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	2.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	2.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	2.2
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	2.1
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	2.0
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	1.9
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	1.9
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	1.9
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	1.7
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	1.7
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	1.7
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	1.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	1.3
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	1.3
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	0.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	0.7
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	0.6
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.3
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

KANSL2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.55

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

11.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	34.1
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	19.0
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	18.8
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	18.4
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	18.4
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	18.3
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	17.8
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	17.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	16.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	16.4
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	16.0
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	15.0
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	14.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	14.7
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	14.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	14.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	14.3
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	14.2
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	13.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	13.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	13.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	13.5
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	13.4
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	13.4
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	13.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	13.3
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	13.3
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	13.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	12.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	12.9
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	12.8
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	12.8
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	12.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	12.7
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	12.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	12.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	12.5
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	12.4
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	12.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	12.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	12.2
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	12.1
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	12.1
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	12.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	12.0
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	12.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	11.9
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	11.7
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	11.6
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	11.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	11.3
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	11.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	11.1
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	10.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	10.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	10.9
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	10.9
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	10.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	10.8
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	10.8
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	10.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	10.5
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	10.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	10.3
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	10.3
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	10.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	10.2
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	10.1
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	10.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	9.8
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	9.8
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	9.8
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	9.7
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	9.6
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	9.6
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	9.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	9.4
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	9.3
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	9.0
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	9.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	8.8
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	8.7
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	8.6
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	8.4
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	8.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	8.0
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	7.8
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	7.8
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	7.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	7.1
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	6.8
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	6.6
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	6.5
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	6.1
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	5.9
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	5.5
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	5.5
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	5.1
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	5.0
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	4.6
Show allShow less

KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

KANSL2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.32

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

10.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	51.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	42.9
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	35.3
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	34.0
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	31.2
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	31.2
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	30.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	29.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	28.7
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	26.9
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	25.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	25.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	24.4
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	24.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	22.6
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	22.2
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	22.1
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	22.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	21.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	21.4
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	20.8
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	20.6
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	20.4
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	20.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	20.4
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	20.1
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	20.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	20.0
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	19.9
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	19.5
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	19.4
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	19.3
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	19.3
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	19.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	18.4
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	18.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	18.2
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	18.2
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	18.1
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	18.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	17.8
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	17.3
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	17.1
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	17.1
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	16.9
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	16.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	16.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	16.1
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	16.0
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	16.0
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	16.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	15.4
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	15.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	15.1
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	14.9
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	14.8
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	14.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	14.8
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	14.7
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	14.6
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	14.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	14.2
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	14.1
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	14.1
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	14.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	14.0
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	14.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	14.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	13.8
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	13.7
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	13.6
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	13.5
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	13.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	13.3
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	13.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	13.1
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	13.1
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	13.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	13.1
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	13.0
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	13.0
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	12.8
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	12.5
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	12.5
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	12.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	12.4
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	12.4
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	12.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	12.2
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	11.8
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	11.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	11.8
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	11.5
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	11.5
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	11.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	11.5
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	11.4
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	11.3
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	11.2
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	11.2
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	11.1
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	11.0
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	11.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	10.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	10.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	10.9
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	10.8
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	10.8
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	10.7
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	10.7
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	10.6
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	10.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	10.5
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	10.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	10.4
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	10.3
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	10.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	10.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	10.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	10.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	10.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	9.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	9.9
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	9.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	9.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	9.6
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	9.6
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	9.6
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	9.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	9.5
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	9.5
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	9.0
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	9.0
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	9.0
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	9.0
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	8.9
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	8.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	8.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	8.8
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	8.7
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	8.7
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	8.7
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	8.6
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	8.6
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	8.6
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	8.4
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	8.4
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	8.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	8.3
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	8.3
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	8.3
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	8.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	8.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	8.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	8.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	8.1
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	8.1
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	8.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	8.1
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	8.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	8.0
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	8.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	8.0
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	7.9
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	7.8
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	7.8
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	7.6
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	7.6
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	7.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	7.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	7.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	7.4
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	7.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	7.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	7.4
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	7.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	7.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	7.3
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	7.2
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	7.1
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	7.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	7.0
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	6.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	6.8
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	6.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	6.5
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	6.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	6.4
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	6.4
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	6.4
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	6.2
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	6.1
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	6.1
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	6.1
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	6.0
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	5.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	5.7
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	5.6
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	5.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	5.6
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	5.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	5.4
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	5.4
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	5.4
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	5.2
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	5.2
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	4.8
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	4.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	4.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	4.7
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	4.7
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	4.6
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	4.6
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	4.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	4.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	4.4
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	4.4
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	4.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	4.3
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	4.3
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	4.2
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	4.2
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	4.1
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	4.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	4.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	3.9
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	3.8
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	3.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	3.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	3.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	3.3
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	3.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	3.1
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	3.1
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	3.1
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	3.0
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	3.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	3.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	3.0
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	2.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	2.8
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	2.7
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	2.7
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	2.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	2.5
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	2.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	2.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	2.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	2.4
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	2.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	2.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	2.1
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	2.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	1.9
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	1.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	1.6
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	1.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	1.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	1.4
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	1.4
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	1.4
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	1.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	1.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	0.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	0.9
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	0.8
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	0.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	0.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	0.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	0.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	0.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	0.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	0.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	0.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	0.0
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	0.0
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	0.0
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0092310003	Normal	1.1
CPT0001230001	Normal	1.0
CPT0002270011	Tumor	0.9
CPT0084560003	Tumor	0.7
CPT0010170001	Normal	0.6
CPT0017410003	Tumor	0.6
CPT0075560003	Tumor	0.6
CPT0006440003	Tumor	0.6
CPT0020120003	Tumor	0.6
CPT0086870003	Tumor	0.6
CPT0078660003	Tumor	0.5
CPT0064400001	Normal	0.5
CPT0001180009	Tumor	0.5
CPT0025060001	Normal	0.5
CPT0009060003	Tumor	0.5
CPT0006950001	Normal	0.5
CPT0023350003	Tumor	0.5
CPT0000660001	Normal	0.4
CPT0014450004	Tumor	0.4
CPT0088970003	Tumor	0.4
CPT0026410003	Tumor	0.4
CPT0081990003	Tumor	0.4
CPT0012900004	Tumor	0.4
CPT0012550003	Tumor	0.4
CPT0089480003	Normal	0.4
CPT0078530001	Normal	0.4
CPT0014130001	Normal	0.4
CPT0078940001	Normal	0.4
CPT0012370003	Tumor	0.3
CPT0011240003	Tumor	0.3
CPT0017850003	Tumor	0.3
CPT0024670003	Tumor	0.3
CPT0009000003	Tumor	0.3
CPT0009020003	Normal	0.3
CPT0078510003	Tumor	0.3
CPT0023690003	Tumor	0.3
CPT0077320001	Normal	0.3
CPT0012180003	Tumor	0.2
CPT0079430001	Normal	0.2
CPT0010110003	Tumor	0.2
CPT0063330001	Normal	0.2
CPT0079510001	Normal	0.2
CPT0088570001	Normal	0.2
CPT0025610001	Normal	0.2
CPT0081620001	Normal	0.2
CPT0063320003	Tumor	0.2
CPT0077490003	Tumor	0.2
CPT0088920001	Normal	0.2
CPT0089040001	Normal	0.2
CPT0079410003	Tumor	0.2
CPT0014470001	Normal	0.2
CPT0086890003	Normal	0.2
CPT0007860003	Tumor	0.2
CPT0085670003	Tumor	0.2
CPT0025580004	Tumor	0.2
CPT0023360001	Normal	0.2
CPT0079300001	Normal	0.2
CPT0019990003	Tumor	0.2
CPT0079270003	Tumor	0.1
CPT0092790003	Tumor	0.1
CPT0012920003	Normal	0.1
CPT0088900003	Tumor	0.1
CPT0079230003	Tumor	0.1
CPT0088550004	Tumor	0.1
CPT0010120001	Normal	0.1
CPT0006530001	Normal	0.1
CPT0024680001	Normal	0.1
CPT0087050003	Normal	0.1
CPT0001190001	Normal	0.1
CPT0001270001	Normal	0.1
CPT0077110003	Tumor	0.1
CPT0076330003	Tumor	0.1
CPT0078840001	Normal	0.1
CPT0088480003	Tumor	0.1
CPT0020020001	Normal	0.1
CPT0001500009	Tumor	0.1
CPT0075570001	Normal	0.1
CPT0065870003	Tumor	0.0
CPT0012640003	Normal	0.0
CPT0069000003	Tumor	0.0
CPT0087040003	Tumor	0.0
CPT0015910003	Tumor	0.0
CPT0086370003	Normal	0.0
CPT0012770003	Normal	0.0
CPT0009080003	Normal	0.0
CPT0088780001	Normal	0.0
CPT0066430001	Normal	0.0
CPT0076350001	Normal	0.0
CPT0088710001	Normal	0.0
CPT0063640001	Normal	0.0
CPT0081600003	Tumor	0.0
CPT0065820001	Normal	0.0
CPT0066470004	Tumor	0.0
CPT0077310003	Tumor	0.0
CPT0026420001	Normal	0.0
CPT0089020003	Tumor	0.0
CPT0007320003	Tumor	0.0
CPT0078830003	Tumor	0.0
CPT0025230003	Tumor	-0.1
CPT0088500001	Normal	-0.1
CPT0065810003	Tumor	-0.1
CPT0013790003	Normal	-0.1
CPT0086360003	Tumor	-0.1
CPT0086820003	Tumor	-0.1
CPT0012290003	Normal	-0.1
CPT0012080003	Tumor	-0.1
CPT0077140001	Normal	-0.1
CPT0021240003	Tumor	-0.1
CPT0001260009	Tumor	-0.1
CPT0002370001	Normal	-0.1
CPT0001510001	Normal	-0.1
CPT0017450001	Normal	-0.1
CPT0012570003	Normal	-0.1
CPT0082010001	Normal	-0.1
CPT0078800003	Tumor	-0.1
CPT0092290003	Tumor	-0.1
CPT0078670001	Normal	-0.1
CPT0088760003	Tumor	-0.1
CPT0001350001	Normal	-0.1
CPT0012090003	Normal	-0.1
CPT0077500001	Normal	-0.1
CPT0063630003	Tumor	-0.1
CPT0086970003	Normal	-0.1
CPT0007870001	Normal	-0.1
CPT0075130003	Tumor	-0.2
CPT0092800003	Normal	-0.2
CPT0079380003	Tumor	-0.2
CPT0023710001	Normal	-0.2
CPT0018250001	Normal	-0.2
CPT0002350011	Tumor	-0.2
CPT0079480003	Tumor	-0.2
CPT0088690003	Tumor	-0.2
CPT0092190003	Normal	-0.2
CPT0001340003	Tumor	-0.2
CPT0088640003	Normal	-0.2
CPT0015810003	Tumor	-0.2
CPT0084590001	Normal	-0.3
CPT0012280003	Tumor	-0.3
CPT0079180003	Tumor	-0.3
CPT0086830003	Normal	-0.4
CPT0069010001	Normal	-0.4
CPT0012670003	Tumor	-0.4
CPT0089460004	Tumor	-0.5
CPT0075170001	Normal	-0.5
CPT0020130001	Normal	-0.5
CPT0001220008	Tumor	-0.5
CPT0015730003	Tumor	-0.6
CPT0086950003	Tumor	-0.6
CPT0025050003	Tumor	-0.6
CPT0092160003	Tumor	-0.6
CPT0007470001	Normal	-0.6
CPT0010160003	Tumor	-0.7
CPT0065750003	Tumor	-0.7
CPT0086030003	Tumor	-0.7
CPT0014160003	Tumor	-0.7
CPT0071150004	Tumor	-0.7
CPT0088630003	Tumor	-0.8
CPT0006900003	Tumor	-0.8
CPT0078930003	Tumor	-1.0
CPT0000640003	Tumor	-1.2
CPT0064370003	Tumor	-1.2
CPT0000790001	Normal	N/A
CPT0019130003	Tumor	N/A
CPT0025880003	Tumor	N/A
CPT0065690003	Tumor	N/A
CPT0006730001	Normal	N/A
CPT0025170003	Tumor	N/A
CPT0066480003	Tumor	N/A
CPT0000870016	Tumor	N/A
CPT0075720003	Tumor	N/A
CPT0000780007	Tumor	N/A
CPT0001550001	Normal	N/A
CPT0014350001	Normal	N/A
CPT0069160003	Tumor	N/A
CPT0011410003	Tumor	N/A
CPT0069190001	Normal	N/A
CPT0025110003	Tumor	N/A
CPT0066520001	Normal	N/A
CPT0014370004	Tumor	N/A
CPT0006630003	Tumor	N/A
CPT0065930003	Tumor	N/A
CPT0065450001	Normal	N/A
CPT0079000001	Normal	N/A
CPT0092730003	Tumor	N/A
CPT0025290003	Tumor	N/A
CPT0065430003	Tumor	N/A
CPT0019160001	Normal	N/A
CPT0025920001	Normal	N/A
CPT0025350003	Tumor	N/A
CPT0001540009	Tumor	N/A
CPT0078990003	Tumor	N/A
CPT0092740003	Normal	N/A
CPT0081880003	Tumor	N/A
CPT0000890001	Normal	N/A
Show allShow less

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 HPA038497	Antibody HPA038498
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