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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.
TLE1 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
36.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
128.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
92.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
81.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
74.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
71.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
71.1
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
65.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
54.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
52.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
51.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
50.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
49.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
48.2
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
47.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
45.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
44.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
44.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
44.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
43.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
42.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
41.2
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
41.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
40.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
40.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
40.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
40.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
39.6
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
38.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
37.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
37.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
35.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
34.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
34.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
33.2
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
32.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
31.9
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
31.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
31.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
29.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
27.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
26.4
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
25.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
25.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
22.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
21.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
21.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
21.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
21.4
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
19.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
19.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
18.6
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
17.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
15.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
14.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
13.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
13.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
12.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
12.5
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
12.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
11.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
8.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
7.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
6.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 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.
TLE1 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
19.1
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
77.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
58.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
52.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
50.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
47.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
46.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
46.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
45.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
44.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
44.6
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
44.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
43.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
43.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
43.2
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
42.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
42.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
41.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
41.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
40.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
40.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
39.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
39.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
39.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
39.3
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
38.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
38.2
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
37.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
37.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
37.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
36.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
36.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
35.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
35.8
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
35.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
35.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
35.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
35.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
35.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
35.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
35.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
35.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
34.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
34.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
34.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
34.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
33.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
33.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
33.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
33.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
33.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
33.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
32.9
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
32.8
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
32.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
32.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
32.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
32.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
32.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
31.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
31.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
31.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
31.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
31.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
30.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
30.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
30.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
30.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
30.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
30.8
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
30.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
30.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
30.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
30.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
29.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
29.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
29.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
29.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
29.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
28.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
28.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
28.7
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
28.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
28.6
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
28.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
27.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
27.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
27.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
27.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
27.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
26.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
26.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
26.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
26.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
26.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
26.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
26.3
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
26.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
26.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
26.1
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
26.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
25.9
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
25.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
25.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
25.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
25.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
25.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
25.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
25.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
25.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
25.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
25.0
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
24.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
24.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
24.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
24.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
24.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
24.5
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
24.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
24.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
24.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
24.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
24.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
24.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
24.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
23.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
23.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
23.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
23.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
23.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
23.6
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
23.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
23.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
23.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
23.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
23.2
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
23.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
23.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
23.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
23.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
22.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
22.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
22.7
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
22.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
22.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
22.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
22.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
22.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
22.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
22.1
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
22.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
22.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
22.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
22.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
22.0
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
22.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
21.8
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
21.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
21.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
21.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
21.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
21.6
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
21.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
21.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
21.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
21.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
21.5
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
21.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
21.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
21.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
21.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
21.2
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
21.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
21.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
21.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
21.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
20.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
20.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
20.8
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
20.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
20.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
20.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
20.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
20.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
20.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
20.4
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
20.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
20.3
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
20.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
20.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
20.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
20.1
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
20.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
20.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
20.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
19.9
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
19.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
19.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
19.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
19.6
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
19.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
19.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
19.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
19.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
19.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
19.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
19.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
19.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
19.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
19.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
19.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
19.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
18.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
18.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
18.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
18.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
18.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
18.8
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
18.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
18.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
18.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
18.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
18.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
18.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
18.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
18.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
18.4
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
18.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
18.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
18.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
18.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
18.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
18.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
18.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
18.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
18.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
18.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
18.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
17.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
17.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
17.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
17.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
17.7
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
17.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
17.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
17.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
17.4
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
17.4
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
17.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
17.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
17.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
17.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
17.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
16.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
16.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
16.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
16.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
16.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
16.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
16.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
16.7
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
16.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
16.7
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
16.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
16.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
16.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
16.5
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
16.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
16.4
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
16.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
16.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
16.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
16.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
16.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
16.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
16.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
16.1
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
16.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
16.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
16.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
16.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
16.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
16.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
16.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
15.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
15.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
15.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
15.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
15.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
15.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
15.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
15.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
15.8
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
15.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
15.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
15.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
15.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
15.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
15.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
15.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
15.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
15.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
15.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
15.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
15.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
15.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
15.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
15.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
15.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
15.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
15.2
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
15.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
15.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
15.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
15.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
15.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
15.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
15.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
15.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
14.8
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
14.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
14.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14.7
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
14.7
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
14.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
14.7
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
14.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
14.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
14.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
14.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
14.5
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
14.4
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
14.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
14.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
14.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
14.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
14.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
14.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
14.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
13.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
13.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
13.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
13.8
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
13.8
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
13.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
13.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
13.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
13.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
13.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
13.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
13.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
13.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
13.6
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
13.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
13.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
13.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
13.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
13.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
13.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
13.4
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
13.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
13.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
13.1
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
13.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
12.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
12.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
12.9
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
12.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
12.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
12.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
12.7
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
12.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
12.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
12.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
12.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
12.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
12.5
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
12.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
12.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
12.4
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
12.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
12.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
12.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
12.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
11.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
11.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
11.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
11.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
11.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
11.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
11.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
11.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
11.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
11.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
11.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
11.4
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
11.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
11.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
11.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
11.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
11.1
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
10.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
10.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
10.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
10.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
10.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
10.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
10.5
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
10.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
10.4
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
10.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
10.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
10.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
10.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
10.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
10.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
10.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
10.0
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
9.9
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
9.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.7
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
9.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
9.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
9.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
9.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
9.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
9.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
9.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
9.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
9.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
9.5
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
9.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
9.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
9.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.4
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
9.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
9.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
9.2
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
9.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
8.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
8.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
8.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
8.8
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
8.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
8.6
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
8.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
8.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
8.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
8.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
8.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
8.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
8.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
8.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
7.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
7.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
7.8
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
7.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
7.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
7.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
7.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
7.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
7.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
7.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
7.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
6.3
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
6.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
6.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
5.9
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
5.6
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
5.5
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
5.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.3
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
5.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
5.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
4.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
4.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
4.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
3.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
3.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 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.
TLE1 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
21.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
88.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
54.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
47.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
46.7
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
46.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
43.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
41.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
40.7
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
39.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
38.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
37.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
35.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
34.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
31.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
30.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
30.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
30.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
27.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
27.6
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
27.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
27.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
26.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
26.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.0
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
25.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
24.0
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
24.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
23.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
23.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
23.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
23.5
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
23.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
22.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
22.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
21.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
21.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
21.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
21.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
21.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
20.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
20.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
20.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
19.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
19.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
19.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
19.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
19.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
18.9
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
18.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
18.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
18.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
18.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
17.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
17.4
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
17.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
16.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
16.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
16.1
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
16.1
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
15.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
15.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
15.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
14.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
14.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.5
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
14.2
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
14.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
13.9
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
13.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
13.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
13.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
13.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
12.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
12.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
12.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
12.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
12.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
12.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
11.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
11.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
11.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
11.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
11.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
10.7
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
10.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
10.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
10.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
10.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
9.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
9.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
9.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
TLE1 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
22.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
80.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
71.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
63.9
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
63.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
59.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
54.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
49.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
47.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
47.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
46.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
45.5
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
44.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
43.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
41.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
41.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
41.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
41.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
40.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
40.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
40.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
40.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
40.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
39.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
39.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
39.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
39.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
39.2
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
39.1
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
39.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
38.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
38.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
37.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
37.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
37.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
36.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
36.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
36.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
35.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
35.6
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
35.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
35.4
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
35.1
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
34.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
34.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
34.4
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
34.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
34.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
34.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
34.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
34.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
34.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
33.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
33.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
33.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
33.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
33.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
33.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
32.9
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
32.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
32.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
31.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
31.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
30.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
30.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
30.0
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
29.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
29.7
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
29.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
29.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
29.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
28.7
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
28.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
28.7
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
28.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
28.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
28.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
27.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
27.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
27.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
27.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
27.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
27.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
26.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
26.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
26.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
26.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
26.9
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
26.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
26.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
26.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
25.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
25.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
25.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
25.1
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
25.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
25.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
24.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
24.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
24.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
24.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
24.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
24.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
24.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
24.0
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
23.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
23.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
23.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
23.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
23.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
23.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
23.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
23.3
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
23.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
23.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
23.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
22.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
22.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
22.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
22.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
22.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
22.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
22.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
22.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
22.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
22.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
22.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
22.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
21.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
21.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
21.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
21.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
21.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
20.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
20.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
20.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
20.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
20.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
19.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
19.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
19.7
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
19.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
19.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
19.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
19.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
18.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
18.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
18.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
18.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
18.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
18.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
18.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
18.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
18.1
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
18.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
18.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
17.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
17.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
17.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
17.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
17.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
17.3
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
17.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
16.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
16.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
16.8
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
16.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
16.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
16.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
16.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
16.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
16.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
16.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
15.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
15.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
15.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
15.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
15.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
15.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
15.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
15.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
15.3
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
15.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
15.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
15.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
15.1
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
15.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
14.9
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
14.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
14.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
14.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
14.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
14.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
14.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
14.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
14.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
14.0
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
13.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
13.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
13.7
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
13.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
13.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
13.5
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
13.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
13.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
13.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
13.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
13.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
13.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
13.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
12.9
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
12.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
12.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
12.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
12.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
12.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
12.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
12.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
11.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
11.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
11.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
11.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
11.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
10.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
10.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
10.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
10.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
10.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
10.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
10.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
10.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
10.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
10.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
9.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
9.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
9.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
9.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
9.6
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
9.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
9.5
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
9.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
9.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
9.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
9.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
9.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.8
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
8.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
8.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
8.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
8.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
8.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
7.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
7.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
7.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
7.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
7.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
7.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
7.4
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
7.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
7.2
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
7.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
7.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
7.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
6.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
6.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
6.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
6.5
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
6.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
5.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.1
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.4
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
3.6
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
1.6
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0079180003
Tumor
0.9
CPT0079410003
Tumor
0.7
CPT0069160003
Tumor
0.7
CPT0078660003
Tumor
0.7
CPT0006440003
Tumor
0.6
CPT0066470004
Tumor
0.6
CPT0077320001
Normal
0.6
CPT0025170003
Tumor
0.5
CPT0065690003
Tumor
0.5
CPT0092190003
Normal
0.5
CPT0026410003
Tumor
0.5
CPT0078510003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0012080003
Tumor
0.5
CPT0092790003
Tumor
0.5
CPT0088630003
Tumor
0.5
CPT0001270001
Normal
0.4
CPT0012640003
Normal
0.4
CPT0009060003
Tumor
0.4
CPT0071150004
Tumor
0.4
CPT0000780007
Tumor
0.4
CPT0086030003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0079300001
Normal
0.4
CPT0076330003
Tumor
0.4
CPT0075170001
Normal
0.4
CPT0065750003
Tumor
0.4
CPT0025350003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0079510001
Normal
0.3
CPT0009000003
Tumor
0.3
CPT0075720003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0017850003
Tumor
0.3
CPT0063320003
Tumor
0.3
CPT0025290003
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0081880003
Tumor
0.2
CPT0009020003
Normal
0.2
CPT0079480003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0025880003
Tumor
0.2
CPT0069190001
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0012180003
Tumor
0.2
CPT0001260009
Tumor
0.2
CPT0079230003
Tumor
0.2
CPT0012920003
Normal
0.1
CPT0014370004
Tumor
0.1
CPT0075130003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0001340003
Tumor
0.1
CPT0015730003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0078930003
Tumor
0.1
CPT0019160001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0065810003
Tumor
0.1
CPT0012670003
Tumor
0.1
CPT0011410003
Tumor
0.1
CPT0025920001
Normal
0.1
CPT0012900004
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0065930003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0000870016
Tumor
0.0
CPT0088550004
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0017450001
Normal
0.0
CPT0012290003
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0000660001
Normal
0.0
CPT0077310003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0018250001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0089040001
Normal
0.0
CPT0078990003
Tumor
-0.1
CPT0012280003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0001180009
Tumor
-0.1
CPT0007320003
Tumor
-0.1
CPT0010110003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0088690003
Tumor
-0.1
CPT0025610001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0079430001
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0015810003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0021240003
Tumor
-0.1
CPT0079380003
Tumor
-0.1
CPT0064400001
Normal
-0.1
CPT0001540009
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0025580004
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0025060001
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0078840001
Normal
-0.2
CPT0086820003
Tumor
-0.2
CPT0088710001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0014160003
Tumor
-0.2
CPT0014130001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0001500009
Tumor
-0.2
CPT0020130001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0069010001
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0092310003
Normal
-0.3
CPT0087050003
Normal
-0.3
CPT0088920001
Normal
-0.3
CPT0012570003
Normal
-0.3
CPT0010170001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0001350001
Normal
-0.3
CPT0088480003
Tumor
-0.4
CPT0092800003
Normal
-0.4
CPT0065450001
Normal
-0.4
CPT0000790001
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0092740003
Normal
-0.4
CPT0076350001
Normal
-0.4
CPT0012770003
Normal
-0.4
CPT0078800003
Tumor
-0.4
CPT0066430001
Normal
-0.4
CPT0026420001
Normal
-0.5
CPT0002270011
Tumor
-0.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
