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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
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KLF13 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
32.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
32.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
32.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
31.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
26.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
25.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
25.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
23.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
22.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
21.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
20.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
20.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
20.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
19.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
18.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
17.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
17.7
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
17.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
16.9
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
16.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
15.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
14.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
14.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
14.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
13.9
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
13.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
13.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
12.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
12.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
11.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
11.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
11.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
10.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
9.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
8.5
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
8.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
7.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
7.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
7.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
7.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
7.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
6.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
6.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
6.3
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
6.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
5.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
5.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
4.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
3.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
2.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
1.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
1.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
0.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
0.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
0.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
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
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KLF13 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
65.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
54.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
48.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
45.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
42.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
39.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
39.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
39.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
38.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
38.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
37.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
37.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
36.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
35.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
35.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
35.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
35.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
35.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
34.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
34.0
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
31.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
31.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
31.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
30.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
30.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
30.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
29.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
29.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
29.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
29.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
29.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
28.8
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
28.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
28.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
28.4
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
28.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
28.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
28.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
28.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
27.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
27.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
26.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
26.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
26.5
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
26.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
26.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
26.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
25.7
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
25.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
25.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
25.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
24.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
24.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
24.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
24.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
24.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
24.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
24.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
24.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
23.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
23.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
23.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
23.3
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
23.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
23.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
23.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
22.7
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
22.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
22.4
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
22.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
22.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
22.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
22.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
22.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
21.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
21.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
21.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
21.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
20.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
20.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
20.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
20.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
20.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
20.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
20.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
20.2
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
20.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
20.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
20.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
20.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.9
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
19.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
19.5
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
19.5
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
19.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
19.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
19.5
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
19.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
19.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
19.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
19.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
19.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
19.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
18.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
18.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
18.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
18.7
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
18.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
18.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
18.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
17.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
17.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
17.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
17.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
17.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
17.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
17.6
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
17.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
17.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
17.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
17.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
17.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
17.2
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
17.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
17.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
17.1
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
17.1
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
17.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
16.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
16.8
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
16.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
16.6
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
16.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
16.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
16.2
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
16.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
16.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
16.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
16.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
16.1
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
16.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
16.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
15.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
15.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
15.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
15.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
15.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
15.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
15.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
15.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
15.0
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
15.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
14.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
14.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
14.7
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
14.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
14.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
13.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
13.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
13.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
13.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
13.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
13.5
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
13.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
13.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
13.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
13.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
13.4
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
13.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
13.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
13.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
13.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
13.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
12.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
12.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
12.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
12.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
12.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
12.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
12.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.5
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
12.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
12.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.4
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
12.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
12.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
12.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
12.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
12.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
12.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
12.2
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
12.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
12.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
12.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
12.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
12.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
11.8
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
11.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.7
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
11.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
11.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
11.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
11.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
11.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
11.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
11.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
11.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
11.1
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
11.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
10.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
10.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.8
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
10.6
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
10.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
10.6
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
10.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
10.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
10.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
10.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
10.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
10.3
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
10.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
10.2
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
10.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
10.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
10.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
10.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
10.0
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
10.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
9.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
9.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
9.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.5
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
9.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
9.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
9.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
9.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
9.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
9.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
9.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
9.1
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
9.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
9.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
9.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
9.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
9.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
9.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
8.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
8.9
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
8.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
8.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
8.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
8.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
8.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
8.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
8.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
8.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
8.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
8.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
8.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
8.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
8.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
8.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
8.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
8.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
8.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
7.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
7.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
7.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
7.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
7.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
7.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
7.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
7.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
7.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
7.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
7.5
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
7.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
7.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
7.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
7.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
7.3
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
7.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
7.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
7.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
7.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
7.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
6.9
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
6.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
6.9
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
6.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
6.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
6.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
6.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
6.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
6.8
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
6.8
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
6.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
6.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
6.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
6.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
6.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
6.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
6.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
6.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
6.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
6.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
6.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
6.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
6.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
6.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
6.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
6.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
6.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
6.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
6.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
6.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
6.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
6.2
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
6.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
6.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
6.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
6.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
5.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
5.9
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
5.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
5.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
5.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
5.6
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
5.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
5.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
5.6
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
5.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
5.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
5.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
5.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
5.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
5.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
5.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
5.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
5.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
5.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
5.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
5.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
5.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
4.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
4.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
4.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
4.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
4.8
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
4.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
4.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
4.7
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
4.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
4.7
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
4.7
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
4.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
4.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
4.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
4.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
4.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
4.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
4.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
4.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
4.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
4.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
4.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
4.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
4.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
4.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
4.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
4.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
3.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
3.9
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
3.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
3.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
3.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
3.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
3.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
3.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
3.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
3.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
3.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
3.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
3.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
3.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
3.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
3.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
3.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
3.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
3.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
3.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
3.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
3.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
3.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
3.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
3.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
3.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
2.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
2.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
2.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
2.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
2.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
2.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
2.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
2.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
2.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
2.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
2.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
2.7
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
2.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
2.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
2.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
2.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
2.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
2.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
2.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
2.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
2.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
2.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
2.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
2.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
2.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
2.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
2.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
2.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
2.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
2.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
2.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
2.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
2.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
2.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
2.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
2.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
2.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
2.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
2.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
2.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
2.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
2.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
2.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
2.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
1.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
1.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
1.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1.9
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
1.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
1.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
1.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
1.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
1.7
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
1.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
1.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
1.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
1.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
1.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
1.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
1.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
1.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
1.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
1.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
1.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.3
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
1.2
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
1.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
1.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
1.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
1.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
1.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
1.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
1.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
1.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
1.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
1.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
1.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
0.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
0.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
0.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
0.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
0.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
0.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
0.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
0.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
0.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
0.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
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
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KLF13 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
53.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
47.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
44.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
40.3
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
38.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
38.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
36.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
34.9
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
34.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
30.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
29.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
28.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
27.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
27.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
25.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
25.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
25.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
25.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
24.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
24.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
24.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
24.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
23.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
22.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
22.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
21.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
21.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
21.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
21.0
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
20.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
20.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
20.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
19.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
19.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
19.1
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
18.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
18.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
18.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
18.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
17.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
17.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
17.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
16.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
15.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
15.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
14.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
13.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
12.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
12.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
12.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
11.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
11.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
10.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
9.3
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
9.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
9.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
9.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
8.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
8.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
8.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
8.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
7.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
7.4
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
7.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
7.4
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
7.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
7.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
6.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
6.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
6.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
5.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
5.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
5.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
5.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
5.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
4.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
4.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
4.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
4.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
4.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
4.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
3.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
3.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
3.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
3.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
3.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
3.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
3.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
3.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
3.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
2.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
2.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
2.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
2.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
1.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
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
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KLF13 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
77.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
57.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
57.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
53.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
48.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
47.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
44.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
40.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
40.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
39.9
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
39.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
39.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
38.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
34.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
33.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
32.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
31.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
31.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
31.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
29.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
29.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
28.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
27.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
26.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
26.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
26.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
26.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
24.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
24.7
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
24.6
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
24.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
23.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
23.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
23.4
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
22.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
22.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
21.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
21.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
21.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
20.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
19.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
19.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
19.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
18.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
18.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
18.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
18.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
18.4
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
18.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
17.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
17.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
17.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
17.4
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
17.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
17.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
16.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
16.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
16.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
15.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
15.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
15.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
14.7
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
14.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
14.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
13.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
13.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
13.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
13.4
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
13.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
13.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
13.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
13.1
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
13.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
13.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
13.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
13.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
12.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
12.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
12.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
12.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
12.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
12.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
12.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
12.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
12.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
12.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
11.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
11.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
11.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
11.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
11.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
11.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
11.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
11.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
11.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
11.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
11.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
10.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
10.7
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
10.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
10.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
10.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
10.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
9.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
9.6
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
9.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
9.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
9.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.1
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
9.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
9.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
8.9
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
8.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
8.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
8.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
8.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
8.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
8.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
8.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
8.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
8.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.8
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
7.8
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
7.6
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
7.5
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
7.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
7.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
7.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
7.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
7.2
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
7.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
7.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
6.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
6.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
6.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
6.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
6.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
6.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
6.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
6.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
6.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
5.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
5.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
5.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
5.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
5.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
5.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
5.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
5.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
5.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
5.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
5.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
5.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
4.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
4.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
4.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
4.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
4.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
4.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
4.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
4.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
4.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
4.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
4.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
4.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
4.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
4.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
3.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
3.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
3.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
3.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
3.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
3.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
3.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
3.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
3.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
3.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
3.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
3.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
3.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
3.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
3.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
3.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
3.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
3.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
3.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
2.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
2.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
2.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
2.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
2.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
2.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
2.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
2.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
2.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
2.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
2.5
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
2.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
2.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
2.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
2.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
2.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
2.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.0
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
1.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
1.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
1.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
1.9
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
1.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
1.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
1.6
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
1.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
1.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
1.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
1.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
1.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
1.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
1.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
1.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
1.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
0.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.8
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
0.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
0.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
0.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
0.1
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0075720003
Tumor
1.3
CPT0023710001
Normal
1.1
CPT0063630003
Tumor
1.1
CPT0092190003
Normal
1.0
CPT0019990003
Tumor
1.0
CPT0065870003
Tumor
1.0
CPT0086830003
Normal
0.8
CPT0007870001
Normal
0.8
CPT0015910003
Tumor
0.7
CPT0086370003
Normal
0.7
CPT0088630003
Tumor
0.7
CPT0077110003
Tumor
0.7
CPT0066470004
Tumor
0.7
CPT0025350003
Tumor
0.7
CPT0077140001
Normal
0.6
CPT0088710001
Normal
0.6
CPT0077500001
Normal
0.6
CPT0081600003
Tumor
0.6
CPT0007470001
Normal
0.6
CPT0063640001
Normal
0.5
CPT0086970003
Normal
0.5
CPT0092790003
Tumor
0.5
CPT0063320003
Tumor
0.5
CPT0088690003
Tumor
0.5
CPT0001510001
Normal
0.5
CPT0084560003
Tumor
0.5
CPT0081990003
Tumor
0.5
CPT0085670003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0086820003
Tumor
0.5
CPT0064400001
Normal
0.5
CPT0088550004
Tumor
0.5
CPT0084590001
Normal
0.4
CPT0092800003
Normal
0.4
CPT0078800003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0025110003
Tumor
0.4
CPT0065820001
Normal
0.4
CPT0025580004
Tumor
0.4
CPT0000640003
Tumor
0.3
CPT0006950001
Normal
0.3
CPT0010160003
Tumor
0.3
CPT0078840001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0088900003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0002350011
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0092160003
Tumor
0.2
CPT0078940001
Normal
0.2
CPT0089460004
Tumor
0.2
CPT0006730001
Normal
0.2
CPT0092740003
Normal
0.2
CPT0088780001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0010110003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0092730003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0078930003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0001190001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0025920001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0001270001
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0069160003
Tumor
-0.1
CPT0079300001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0001180009
Tumor
-0.1
CPT0026420001
Normal
-0.2
CPT0079270003
Tumor
-0.2
CPT0086890003
Normal
-0.2
CPT0025610001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0079230003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0010120001
Normal
-0.2
CPT0006530001
Normal
-0.3
CPT0025880003
Tumor
-0.3
CPT0066430001
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0075560003
Tumor
-0.4
CPT0088760003
Tumor
-0.4
CPT0023690003
Tumor
-0.4
CPT0079380003
Tumor
-0.4
CPT0076330003
Tumor
-0.5
CPT0064370003
Tumor
-0.5
CPT0088970003
Tumor
-0.5
CPT0026410003
Tumor
-0.6
CPT0025290003
Tumor
-0.8
CPT0077490003
Tumor
-0.8
CPT0086950003
Tumor
-0.9
CPT0065750003
Tumor
-1.0
CPT0076350001
Normal
-1.0
CPT0065690003
Tumor
-1.1
CPT0086030003
Tumor
-1.2
CPT0015730003
Tumor
-1.2
CPT0065810003
Tumor
-1.4
CPT0011410003
Tumor
-1.4
CPT0025170003
Tumor
-1.4
CPT0069010001
Normal
-1.4
CPT0078830003
Tumor
-1.6
CPT0081880003
Tumor
-1.6
CPT0069000003
Tumor
-1.7
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0001350001
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088500001
Normal
N/A
CPT0001550001
Normal
N/A
CPT0014350001
Normal
N/A
CPT0001340003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0009000003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0020130001
Normal
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0078670001
Normal
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
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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.
The Human Protein Atlas project is funded
