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.
RAB3IL1 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
8.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
159.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
35.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
33.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
27.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
23.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
22.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
19.3
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
16.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
15.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
15.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
13.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
11.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
10.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
10.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
9.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
9.4
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
8.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
8.3
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
8.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
7.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
7.2
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
6.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
5.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
5.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
5.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
4.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
4.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
3.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
3.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
3.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
3.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
2.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
2.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
2.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
2.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
2.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
2.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.3
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
2.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
2.1
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
2.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
2.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
1.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1.7
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
1.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
1.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
1.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
0.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
0.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
0.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
0.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
0.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.4
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
0.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 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.
RAB3IL1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.9
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
71.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
47.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
46.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
45.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
37.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
37.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
35.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
30.7
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
30.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
29.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
28.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
28.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
27.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
26.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
26.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
25.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
25.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
24.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
24.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
24.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
24.1
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
24.1
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
23.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
22.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
22.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
22.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
21.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.1
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
20.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
20.7
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
20.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
20.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
20.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
20.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
19.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
19.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
19.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
19.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
19.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
19.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
19.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
19.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
19.1
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
19.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
18.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.9
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
18.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
18.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
18.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
18.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
18.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
18.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
18.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
18.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
18.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
18.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
18.2
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
18.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
18.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
18.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
17.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
17.8
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
17.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
17.8
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
17.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
17.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
17.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
17.6
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
17.5
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
17.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
17.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
17.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
17.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
17.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
17.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
16.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
16.9
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
16.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
16.7
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
16.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
16.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
16.6
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
16.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
16.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
16.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
16.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
16.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
16.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
16.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
16.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
15.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
15.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
15.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
15.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
15.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
15.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
15.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
15.7
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
15.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
15.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
15.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
15.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
15.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
15.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
15.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
15.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
15.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
15.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
15.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
15.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
15.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
15.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
14.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
14.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
14.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
14.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
14.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
14.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
14.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
14.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
14.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
14.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
14.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
14.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
14.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
14.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
14.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
14.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
14.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
14.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
14.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
14.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
14.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
14.2
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
14.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
14.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
14.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
14.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
14.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
14.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
13.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
13.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
13.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
13.9
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
13.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
13.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
13.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
13.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
13.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
13.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
13.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
13.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
13.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
13.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
13.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
13.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
13.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
13.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
13.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
13.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
13.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
13.3
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
13.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
13.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
13.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
13.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
13.2
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
13.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
13.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
13.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
13.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
13.0
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
13.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
12.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
12.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
12.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
12.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
12.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
12.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
12.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.8
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
12.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
12.8
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
12.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
12.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
12.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
12.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
12.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
12.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
12.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
12.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
12.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
12.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
12.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
12.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
12.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
12.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
12.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
12.5
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
12.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
12.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
12.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.4
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
12.4
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
12.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
12.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
12.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
12.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
12.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
12.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
12.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.1
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
12.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
12.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
12.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
12.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
12.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
12.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
12.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
11.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
11.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
11.9
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
11.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
11.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
11.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
11.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
11.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
11.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
11.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
11.7
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
11.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
11.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
11.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
11.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
11.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
11.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
11.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
11.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
11.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
11.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
11.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
11.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
11.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
11.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
11.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
11.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
11.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
11.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
11.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
11.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
11.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
11.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
11.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.2
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
11.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
11.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
11.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
11.2
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
11.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
11.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
11.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
11.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
11.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
11.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
11.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
11.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
11.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
10.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
10.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
10.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
10.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
10.8
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
10.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
10.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.7
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
10.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
10.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
10.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
10.7
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
10.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
10.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
10.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
10.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
10.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
10.5
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
10.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
10.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
10.4
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.4
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
10.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
10.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
10.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
10.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
10.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
10.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
10.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.2
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
10.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
10.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
10.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
10.1
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
10.1
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
10.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
10.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
9.9
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
9.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
9.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
9.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
9.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
9.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
9.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
9.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
9.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
9.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
9.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
9.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
9.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
9.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
9.5
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
9.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
9.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
9.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
9.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
9.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
9.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
9.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
9.4
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
9.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
9.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
9.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
9.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
9.2
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
9.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
9.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
9.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
9.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
9.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
9.0
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
8.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
8.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
8.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
8.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
8.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
8.9
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
8.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
8.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
8.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
8.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
8.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
8.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
8.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
8.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
8.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
8.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
8.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
8.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
8.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
8.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
8.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
8.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
8.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
8.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
8.4
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
8.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
8.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
8.3
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
8.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
8.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
8.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
8.1
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
8.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
8.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
8.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
8.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
8.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
7.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
7.8
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
7.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
7.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
7.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
7.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
7.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
7.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
7.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
7.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
7.4
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
7.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
7.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
7.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
7.4
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
7.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
7.3
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
7.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
7.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
7.2
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
7.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
7.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
7.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
7.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
7.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
7.1
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
7.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
7.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
7.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.9
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
6.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
6.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
6.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
6.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
6.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
6.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
6.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
6.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
6.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
6.5
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
6.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
6.3
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
6.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
6.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
6.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
6.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
6.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
6.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
5.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
5.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
5.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
5.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
5.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
5.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
5.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
5.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
5.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
5.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
5.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
5.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
5.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
5.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
4.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
4.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
4.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
4.7
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
4.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
4.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
4.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
4.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
4.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
4.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4.3
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
4.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
4.1
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
4.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
4.1
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
3.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
3.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
3.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
3.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
3.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
3.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
3.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
3.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
3.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
2.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
2.7
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
2.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
2.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
1.8
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
1.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
1.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
1.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.9
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
0.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
0.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
0.4
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.
RAB3IL1 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
13.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
33.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
30.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
30.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
29.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
28.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
25.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
25.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
25.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
23.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
23.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
22.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
20.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
19.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
19.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
19.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
18.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
18.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
18.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
18.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
18.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
18.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
17.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
16.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
16.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
16.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
16.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
16.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
16.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
16.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
16.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
15.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
15.3
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
15.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
13.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
13.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
13.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
13.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
13.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
13.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
13.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
13.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
13.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
13.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
12.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.8
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
12.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
12.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
12.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
12.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
12.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
12.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
11.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
11.8
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
11.7
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
11.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
11.5
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
11.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
10.9
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
10.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
10.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
10.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
10.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
10.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
10.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
10.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
10.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
9.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.8
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
9.7
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
9.5
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
9.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
9.5
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
9.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
9.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
8.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
8.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
8.7
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
8.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
8.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
8.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
8.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
8.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
7.9
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
7.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
7.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
7.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
6.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
6.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
6.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
5.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
5.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
5.7
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
5.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
5.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
5.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
4.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
3.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
RAB3IL1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
136.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
103.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
97.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
75.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
66.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
58.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
49.7
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
47.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
42.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
42.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
42.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
40.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
40.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
39.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
38.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
36.8
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
35.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
34.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
33.9
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
33.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
29.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
29.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
29.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
27.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
27.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
26.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
25.4
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
25.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
25.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
24.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
23.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
23.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
22.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
22.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
22.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
21.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
21.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
21.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
20.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
20.7
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
19.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
19.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
19.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
18.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
18.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
18.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
17.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
16.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
16.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
16.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
16.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
16.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
16.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
16.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
15.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
15.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
15.2
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
14.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
14.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
14.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
14.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.9
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
13.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
13.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
13.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
13.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
13.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
13.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
12.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
12.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
12.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
12.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
12.1
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
12.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
11.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
11.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
11.8
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
11.7
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
11.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
11.6
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
11.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
11.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
11.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
11.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
11.3
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
11.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
11.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
11.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
11.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
11.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
11.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
11.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
11.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
10.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
10.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
10.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
10.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
10.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
10.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
10.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
9.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.9
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
9.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
9.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
9.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
9.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
9.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
9.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
9.4
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
9.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
9.3
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
9.2
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
9.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
9.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
8.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
8.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
8.8
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
8.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
8.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
8.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
8.5
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
8.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
8.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
8.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
8.3
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
8.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
8.3
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
8.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
8.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
8.1
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
7.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
7.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
7.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
7.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
7.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
7.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
7.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
7.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
7.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
7.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
7.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
7.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
7.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
7.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
7.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
7.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
7.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
7.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
7.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
7.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
7.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
7.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
7.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
7.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
6.9
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
6.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
6.9
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
6.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
6.5
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
6.4
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
6.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
6.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
6.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
6.2
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
6.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
6.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
6.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
6.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
5.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
5.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
5.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
5.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
5.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
5.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
5.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
5.4
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
5.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
5.3
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
5.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
5.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
5.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
5.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
5.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
5.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
4.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
4.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
4.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
4.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
4.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
4.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
4.8
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
4.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
4.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
4.6
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
4.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
4.5
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
4.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
4.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
4.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
4.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
4.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
4.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
4.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
4.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
4.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
4.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
4.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
4.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
4.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
4.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
4.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
3.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
3.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
3.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
3.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
3.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
3.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
3.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
3.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
3.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
3.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
3.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
3.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
3.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
3.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
3.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
3.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
3.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
3.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
3.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
3.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
3.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
3.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
3.1
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
3.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
3.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
2.9
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
2.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
2.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
2.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
2.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
2.6
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
2.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
2.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
2.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
2.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
2.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
2.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
2.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
1.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
1.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
1.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
1.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
1.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
1.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.9
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
0.7
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0002270011
Tumor
1.1
CPT0088970003
Tumor
0.9
CPT0076350001
Normal
0.9
CPT0092740003
Normal
0.8
CPT0077140001
Normal
0.7
CPT0078840001
Normal
0.7
CPT0012770003
Normal
0.6
CPT0026420001
Normal
0.6
CPT0010170001
Normal
0.6
CPT0006730001
Normal
0.6
CPT0081620001
Normal
0.6
CPT0087050003
Normal
0.6
CPT0065450001
Normal
0.6
CPT0001350001
Normal
0.6
CPT0000890001
Normal
0.6
CPT0079430001
Normal
0.5
CPT0014350001
Normal
0.5
CPT0023360001
Normal
0.5
CPT0017450001
Normal
0.5
CPT0086370003
Normal
0.5
CPT0079000001
Normal
0.5
CPT0006950001
Normal
0.5
CPT0025610001
Normal
0.5
CPT0088780001
Normal
0.5
CPT0088920001
Normal
0.5
CPT0089480003
Normal
0.5
CPT0092800003
Normal
0.5
CPT0000790001
Normal
0.5
CPT0066430001
Normal
0.5
CPT0012570003
Normal
0.5
CPT0063640001
Normal
0.5
CPT0092310003
Normal
0.5
CPT0025060001
Normal
0.5
CPT0088710001
Normal
0.4
CPT0020020001
Normal
0.4
CPT0012090003
Normal
0.4
CPT0082010001
Normal
0.4
CPT0077500001
Normal
0.4
CPT0007470001
Normal
0.4
CPT0086890003
Normal
0.4
CPT0018250001
Normal
0.4
CPT0088570001
Normal
0.4
CPT0078670001
Normal
0.4
CPT0065820001
Normal
0.3
CPT0023710001
Normal
0.3
CPT0009080003
Normal
0.3
CPT0086970003
Normal
0.3
CPT0013790003
Normal
0.3
CPT0006530001
Normal
0.3
CPT0014130001
Normal
0.3
CPT0075570001
Normal
0.3
CPT0025920001
Normal
0.3
CPT0063320003
Tumor
0.3
CPT0086830003
Normal
0.3
CPT0014470001
Normal
0.3
CPT0078930003
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0064400001
Normal
0.2
CPT0000660001
Normal
0.2
CPT0066520001
Normal
0.2
CPT0078940001
Normal
0.2
CPT0006630003
Tumor
0.2
CPT0007870001
Normal
0.2
CPT0089040001
Normal
0.2
CPT0069010001
Normal
0.2
CPT0092290003
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0012900004
Tumor
0.2
CPT0020130001
Normal
0.2
CPT0001340003
Tumor
0.2
CPT0001510001
Normal
0.1
CPT0024680001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0010120001
Normal
0.1
CPT0065750003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0065810003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0019990003
Tumor
0.1
CPT0001270001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0086030003
Tumor
0.0
CPT0000780007
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0001500009
Tumor
0.0
CPT0081990003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0007860003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0025170003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0066470004
Tumor
0.0
CPT0088550004
Tumor
0.0
CPT0065690003
Tumor
-0.1
CPT0015910003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0079270003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0025350003
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0066480003
Tumor
-0.1
CPT0009060003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0011240003
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0092160003
Tumor
-0.2
CPT0015810003
Tumor
-0.2
CPT0026410003
Tumor
-0.2
CPT0017410003
Tumor
-0.2
CPT0009020003
Normal
-0.2
CPT0009000003
Tumor
-0.2
CPT0085670003
Tumor
-0.2
CPT0071150004
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0002370001
Normal
-0.2
CPT0092790003
Tumor
-0.2
CPT0000640003
Tumor
-0.3
CPT0092730003
Tumor
-0.3
CPT0010110003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0001540009
Tumor
-0.3
CPT0088630003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0075560003
Tumor
-0.3
CPT0025880003
Tumor
-0.3
CPT0023690003
Tumor
-0.3
CPT0077320001
Normal
-0.3
CPT0088900003
Tumor
-0.3
CPT0001230001
Normal
-0.3
CPT0007320003
Tumor
-0.3
CPT0077110003
Tumor
-0.3
CPT0084590001
Normal
-0.3
CPT0012550003
Tumor
-0.4
CPT0089020003
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0078830003
Tumor
-0.4
CPT0077490003
Tumor
-0.4
CPT0092190003
Normal
-0.4
CPT0025050003
Tumor
-0.4
CPT0078990003
Tumor
-0.4
CPT0084560003
Tumor
-0.4
CPT0006900003
Tumor
-0.4
CPT0069160003
Tumor
-0.4
CPT0075130003
Tumor
-0.4
CPT0065430003
Tumor
-0.4
CPT0063630003
Tumor
-0.4
CPT0025230003
Tumor
-0.5
CPT0079230003
Tumor
-0.5
CPT0002350011
Tumor
-0.5
CPT0086870003
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0081880003
Tumor
-0.5
CPT0088760003
Tumor
-0.6
CPT0021240003
Tumor
-0.6
CPT0079300001
Normal
-0.6
CPT0079510001
Normal
-0.6
CPT0079380003
Tumor
-0.6
CPT0025580004
Tumor
-0.6
CPT0065870003
Tumor
-0.6
CPT0088480003
Tumor
-0.7
CPT0012370003
Tumor
-0.7
CPT0076330003
Tumor
-0.7
CPT0078660003
Tumor
-0.7
CPT0023350003
Tumor
-0.7
CPT0001260009
Tumor
-0.7
CPT0086950003
Tumor
-0.8
CPT0025290003
Tumor
-0.8
CPT0078800003
Tumor
-0.8
CPT0012640003
Normal
-0.8
CPT0012280003
Tumor
-0.8
CPT0011410003
Tumor
-0.8
CPT0012080003
Tumor
-0.8
CPT0012670003
Tumor
-0.9
CPT0079180003
Tumor
-0.9
CPT0069000003
Tumor
-0.9
CPT0024670003
Tumor
-0.9
CPT0086820003
Tumor
-1.0
CPT0088690003
Tumor
-1.0
CPT0001180009
Tumor
-1.0
CPT0017850003
Tumor
-1.3
CPT0012180003
Tumor
-1.4
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
