We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
BID 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
7.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
60.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
44.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
25.5
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
12.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
12.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
12.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
11.8
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
11.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
11.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
9.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
9.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
9.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
8.8
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
8.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
8.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
8.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
8.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
7.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
7.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
7.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
7.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
7.1
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
6.9
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
6.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
6.8
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
6.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
6.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
6.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
6.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.3
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
6.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
6.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
6.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
6.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
5.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
5.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
5.6
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
5.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
5.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
4.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
4.7
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
4.5
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
4.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
4.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
4.3
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
4.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
3.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
3.5
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
3.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
3.4
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
3.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
3.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
3.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
3.0
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 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.
BID is potential prognostic, high expression is unfavorable 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
18.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
75.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
55.2
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
52.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
50.8
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
49.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
47.2
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
46.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
44.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
44.4
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
43.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
42.4
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
42.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
41.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
39.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
39.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
38.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
38.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
38.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
37.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
36.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
35.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
34.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
34.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
34.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
33.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
33.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
33.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
33.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
33.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
32.9
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
31.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
30.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
30.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
30.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
30.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
30.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
29.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
29.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
29.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
29.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
29.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
28.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
28.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
28.5
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
28.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
28.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
27.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
27.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
27.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
27.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
27.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
27.2
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
27.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
27.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
26.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
26.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
26.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
26.6
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
26.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
26.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
26.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
26.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
26.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
26.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
26.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
26.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
25.7
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
25.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
25.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
25.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
25.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
25.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
25.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
25.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
25.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
24.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
24.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
24.9
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
24.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
24.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
24.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
24.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
24.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
24.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
24.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
24.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
24.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
24.5
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
24.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
24.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
24.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
24.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
24.2
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
24.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
24.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
24.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
23.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
23.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
23.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
23.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
23.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
23.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
23.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
23.4
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
23.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
23.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
23.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
23.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
23.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
23.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
23.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
23.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
23.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
22.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
22.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
22.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
22.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
22.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
22.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
22.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
22.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
22.5
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
22.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
22.4
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
22.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
22.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
22.3
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
22.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
22.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
22.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
22.0
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
21.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
21.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
21.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
21.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
21.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
21.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
21.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
21.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
21.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
21.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
21.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
21.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
21.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
21.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
21.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
21.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
21.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
21.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
21.0
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
21.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
21.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
20.9
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
20.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
20.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
20.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
20.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
20.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
20.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
20.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
20.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
20.6
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
20.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
20.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
20.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
20.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
20.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
20.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
20.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
20.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
20.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
20.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
20.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
20.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
20.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
20.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
20.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
19.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
19.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
19.9
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
19.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
19.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
19.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
19.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
19.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
19.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
19.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
19.6
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
19.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
19.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
19.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
19.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
19.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
19.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
19.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
19.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
19.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
19.3
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
19.3
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
19.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
19.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
19.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
19.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
19.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
19.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
19.1
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
19.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
19.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
19.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
19.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
18.8
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
18.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
18.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
18.7
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
18.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
18.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
18.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
18.6
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
18.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
18.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
18.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
18.5
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
18.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
18.4
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
18.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
18.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
18.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
18.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
18.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
18.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
18.1
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
18.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
18.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
18.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
18.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
18.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
18.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
18.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
18.0
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
17.8
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
17.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
17.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
17.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
17.6
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
17.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
17.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
17.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
17.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
17.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
17.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
17.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
17.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
17.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
17.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
17.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
17.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
17.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
17.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
17.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
17.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
17.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.9
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
16.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
16.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
16.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
16.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
16.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
16.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
16.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
16.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
16.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
16.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
16.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
16.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
16.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
16.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
16.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
16.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
16.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
16.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
16.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
16.5
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
16.5
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
16.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
16.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
16.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.4
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
16.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
16.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
16.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
16.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
16.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
16.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
16.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
16.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
16.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
16.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
16.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
16.1
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
16.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
16.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
16.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
16.0
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
16.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
16.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
15.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
15.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
15.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
15.9
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
15.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
15.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
15.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
15.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
15.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
15.6
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
15.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
15.6
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
15.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
15.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
15.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
15.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
15.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
15.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
15.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
15.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
15.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
15.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
15.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
15.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
15.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
15.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.3
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
15.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
15.2
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
15.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
15.2
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
15.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
15.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
15.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
14.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.9
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
14.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
14.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
14.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
14.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
14.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
14.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
14.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
14.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
14.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
14.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
14.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
14.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
14.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
14.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
14.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
14.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
14.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
14.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
14.3
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
14.3
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
14.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
14.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
14.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
14.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
14.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
14.1
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
14.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
14.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
13.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
13.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
13.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
13.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
13.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
13.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
13.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
13.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
13.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
13.7
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
13.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
13.6
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
13.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
13.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
13.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
13.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
13.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
13.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
13.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
13.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
13.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
13.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
13.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
13.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
13.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
13.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
13.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
13.1
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
13.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
13.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
13.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
13.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
13.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
13.0
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
13.0
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
13.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
12.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
12.9
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
12.9
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
12.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
12.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
12.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
12.8
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
12.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
12.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
12.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
12.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.6
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
12.6
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
12.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
12.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
12.6
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
12.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
12.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
12.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
12.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
12.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
12.3
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
12.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
12.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
12.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
12.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
12.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
12.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
12.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
12.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
12.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
11.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.8
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
11.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
11.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
11.6
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
11.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
11.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
11.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
11.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
11.2
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
11.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
11.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
11.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
11.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
10.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
10.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
10.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
10.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
10.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
10.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
10.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
10.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
10.1
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
10.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
10.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
9.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
9.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
9.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
9.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
9.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
9.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
9.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
8.8
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
8.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
8.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
8.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
8.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
8.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
8.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
7.8
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.7
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
7.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
7.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
7.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
7.1
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
7.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
6.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.4
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
6.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
6.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
5.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
5.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
4.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
4.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
4.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
4.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
BID 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
20.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
74.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
54.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
41.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
32.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
32.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
31.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
30.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
28.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
28.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
28.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
27.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
27.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
27.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
26.8
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
26.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
26.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
26.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
26.3
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
26.1
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
25.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
25.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
25.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
25.4
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
25.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
24.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
24.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
24.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
24.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
24.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
24.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
24.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
24.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
23.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
23.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
23.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
22.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
22.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
22.3
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.3
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
21.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
21.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
21.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
21.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
20.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
20.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
20.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
19.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
19.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
19.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
19.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
19.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
18.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
18.9
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
18.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
18.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
18.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
18.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
18.2
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
18.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
18.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
18.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
17.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
17.5
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
17.3
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
17.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
17.1
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
16.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
16.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
16.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
16.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
16.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
15.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
15.8
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
15.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
15.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
15.6
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
15.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
15.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
15.0
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
14.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
14.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
14.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
14.1
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
13.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
13.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
13.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
12.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
12.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
11.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
11.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
9.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
9.5
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
8.6
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
6.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 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.
BID is potential prognostic, high expression is unfavorable 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
14.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
98.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
61.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
57.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
50.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
44.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
41.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
41.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
39.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
36.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
35.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
34.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
32.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
31.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
30.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
29.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
28.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
27.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
26.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
26.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
26.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
26.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
26.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
25.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.6
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
25.5
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
25.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
25.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
24.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
24.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
24.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
23.8
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
23.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
22.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
21.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
21.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
21.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
21.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
21.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
21.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
20.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
20.8
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
20.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
20.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
20.3
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
20.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
20.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
20.0
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
20.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
19.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
19.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
19.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
19.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
19.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
19.3
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
19.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
19.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
19.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
18.9
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
18.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
18.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
18.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
18.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
18.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
18.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
17.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
17.8
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
17.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
17.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
17.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
17.5
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
17.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
17.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
17.2
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
16.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
16.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
16.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
16.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
16.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
16.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
16.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
16.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
16.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
16.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
15.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
15.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
15.5
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
15.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
15.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
15.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
15.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
15.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
15.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
15.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
15.2
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
15.2
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
15.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
15.1
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
15.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
15.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
15.0
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
14.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
14.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
14.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
14.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
14.5
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
14.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
14.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
14.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
14.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
14.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
14.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
14.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
14.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
14.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
14.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
13.9
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
13.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
13.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
13.7
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
13.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
13.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
13.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
13.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
13.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
13.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
13.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
13.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
13.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
13.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
13.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
13.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
13.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
13.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
13.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
13.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
12.9
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
12.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
12.8
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
12.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
12.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
12.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12.6
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
12.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
12.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
12.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
12.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
12.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
12.4
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
12.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
12.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
12.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
12.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
12.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
12.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
12.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
12.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
12.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
11.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
11.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
11.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
11.7
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
11.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
11.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
11.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
11.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
11.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
11.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
11.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
11.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
10.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
10.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
10.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
10.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
10.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
10.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
10.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
10.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
10.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
10.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
10.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
10.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
10.2
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
10.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
10.2
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
10.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
10.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
10.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
10.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
10.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
9.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
9.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
9.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
9.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
9.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
9.5
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
9.4
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
9.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
9.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
9.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
9.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
9.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
9.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
9.2
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
9.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
9.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
9.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
9.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
9.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
9.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
9.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
9.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
9.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
8.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
8.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
8.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
8.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
8.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
8.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
8.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8.6
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
8.5
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
8.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
8.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
8.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
8.4
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
8.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
8.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
7.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
7.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
7.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
7.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
7.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
7.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
7.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
6.9
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
6.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
6.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
6.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
6.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
6.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
6.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
6.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
6.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
6.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
6.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
6.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
5.7
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
5.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
5.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
5.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
5.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
5.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
5.2
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
5.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
5.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
4.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
4.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
4.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
4.7
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
4.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
4.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
3.9
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
3.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
3.5
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
3.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
3.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
2.7
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
2.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
2.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
1.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0084560003
Tumor
1.4
CPT0076330003
Tumor
1.2
CPT0001340003
Tumor
1.2
CPT0012670003
Tumor
1.0
CPT0078510003
Tumor
0.9
CPT0086030003
Tumor
0.9
CPT0025050003
Tumor
0.9
CPT0014160003
Tumor
0.9
CPT0020120003
Tumor
0.9
CPT0088550004
Tumor
0.8
CPT0081880003
Tumor
0.8
CPT0002350011
Tumor
0.7
CPT0092290003
Tumor
0.7
CPT0025290003
Tumor
0.7
CPT0012550003
Tumor
0.7
CPT0065690003
Tumor
0.7
CPT0021240003
Tumor
0.7
CPT0063630003
Tumor
0.7
CPT0075560003
Tumor
0.6
CPT0001260009
Tumor
0.6
CPT0007860003
Tumor
0.6
CPT0088690003
Tumor
0.6
CPT0012080003
Tumor
0.6
CPT0017850003
Tumor
0.6
CPT0079380003
Tumor
0.6
CPT0065930003
Tumor
0.6
CPT0012180003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0066470004
Tumor
0.5
CPT0015810003
Tumor
0.5
CPT0023690003
Tumor
0.5
CPT0066480003
Tumor
0.5
CPT0025230003
Tumor
0.5
CPT0077310003
Tumor
0.5
CPT0065750003
Tumor
0.5
CPT0092730003
Tumor
0.5
CPT0023350003
Tumor
0.5
CPT0015730003
Tumor
0.4
CPT0092160003
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0086360003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0025880003
Tumor
0.4
CPT0088760003
Tumor
0.4
CPT0077110003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0010110003
Tumor
0.4
CPT0010160003
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0088630003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0025170003
Tumor
0.3
CPT0014450004
Tumor
0.3
CPT0000870016
Tumor
0.3
CPT0012280003
Tumor
0.3
CPT0024670003
Tumor
0.3
CPT0065430003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0025350003
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0092190003
Normal
0.3
CPT0014370004
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0025580004
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0077490003
Tumor
0.2
CPT0025110003
Tumor
0.2
CPT0078800003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0012370003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0001220008
Tumor
0.1
CPT0071150004
Tumor
0.1
CPT0075720003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0063320003
Tumor
0.1
CPT0079270003
Tumor
0.0
CPT0001500009
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0077320001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0086820003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0079480003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0069000003
Tumor
-0.1
CPT0088570001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0026420001
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0001180009
Tumor
-0.2
CPT0002270011
Tumor
-0.2
CPT0006440003
Tumor
-0.2
CPT0012900004
Tumor
-0.2
CPT0006950001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0086890003
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0024680001
Normal
-0.2
CPT0086830003
Normal
-0.3
CPT0079300001
Normal
-0.3
CPT0025610001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0001350001
Normal
-0.3
CPT0077500001
Normal
-0.3
CPT0023360001
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0069190001
Normal
-0.3
CPT0081620001
Normal
-0.3
CPT0001230001
Normal
-0.3
CPT0007320003
Tumor
-0.3
CPT0006530001
Normal
-0.3
CPT0078660003
Tumor
-0.3
CPT0078670001
Normal
-0.3
CPT0025060001
Normal
-0.3
CPT0088710001
Normal
-0.3
CPT0092310003
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0020020001
Normal
-0.3
CPT0012640003
Normal
-0.3
CPT0001190001
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0063640001
Normal
-0.4
CPT0076350001
Normal
-0.4
CPT0011410003
Tumor
-0.4
CPT0065820001
Normal
-0.4
CPT0012920003
Normal
-0.4
CPT0088640003
Normal
-0.4
CPT0002370001
Normal
-0.4
CPT0014350001
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0001510001
Normal
-0.4
CPT0014130001
Normal
-0.4
CPT0063330001
Normal
-0.4
CPT0009080003
Normal
-0.4
CPT0012570003
Normal
-0.4
CPT0012090003
Normal
-0.5
CPT0010170001
Normal
-0.5
CPT0086370003
Normal
-0.5
CPT0066430001
Normal
-0.5
CPT0087050003
Normal
-0.5
CPT0082010001
Normal
-0.5
CPT0065450001
Normal
-0.5
CPT0079510001
Normal
-0.5
CPT0086970003
Normal
-0.5
CPT0009020003
Normal
-0.5
CPT0078940001
Normal
-0.5
CPT0007870001
Normal
-0.5
CPT0020130001
Normal
-0.5
CPT0092800003
Normal
-0.5
CPT0079000001
Normal
-0.5
CPT0078530001
Normal
-0.5
CPT0000790001
Normal
-0.6
CPT0079430001
Normal
-0.6
CPT0000890001
Normal
-0.6
CPT0089480003
Normal
-0.6
CPT0077140001
Normal
-0.6
CPT0025920001
Normal
-0.7
CPT0079180003
Tumor
-0.7
CPT0013790003
Normal
-0.7
CPT0006730001
Normal
-0.8
CPT0012770003
Normal
-0.8
CPT0092740003
Normal
-0.8
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
