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.
IER5L 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
3.9
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
28.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
18.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
14.7
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
10.6
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
8.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
8.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
7.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
6.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
6.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
6.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
6.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
6.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
5.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
5.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
5.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
5.0
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
5.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
4.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
4.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
4.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
4.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
3.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
3.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
3.6
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
3.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
3.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
3.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
2.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
2.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
2.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
2.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
2.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
2.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
2.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
2.5
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
2.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
2.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
2.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
2.2
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
2.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
2.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
1.9
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
1.8
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
1.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
1.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
1.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
1.6
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
1.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
1.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
1.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
1.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
1.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.3
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
1.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
1.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
1.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
1.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
1.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
1.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
0.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 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.
IER5L 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
9.8
Number of samples
521
Samples
Sample
Description
TPM
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
60.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
41.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
39.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
36.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
34.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
32.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
31.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
31.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
31.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
30.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
29.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
28.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
28.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
28.0
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
27.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
27.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
27.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
27.1
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
26.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
25.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
25.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
24.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
23.6
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
23.3
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
23.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
22.8
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
22.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
22.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
22.4
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
22.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
22.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
21.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
21.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
20.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
20.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
20.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
20.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
20.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
20.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
20.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
20.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
20.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
20.0
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
19.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
19.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
19.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
19.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
19.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
19.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
18.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
18.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
18.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
18.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
18.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
18.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
17.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
17.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
17.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
17.7
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
17.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
17.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
17.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
17.2
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
17.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
17.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
16.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
16.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
16.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
16.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
16.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
16.6
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
16.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
16.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
16.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
16.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
16.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
16.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
16.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
16.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
16.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
16.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
15.9
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
15.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
15.8
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
15.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
15.7
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
15.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
15.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
15.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
15.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
15.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
15.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
14.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
14.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
14.6
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
14.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
14.6
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
14.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
14.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
14.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
14.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
14.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
14.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
14.3
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
14.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
13.9
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
13.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
13.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
13.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
13.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
13.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
13.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
13.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
13.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
13.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
13.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
13.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.9
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
12.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
12.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
12.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
12.6
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
12.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
12.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
12.5
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
12.4
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
12.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
12.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
12.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
12.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
12.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
12.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
12.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
12.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
12.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
12.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
12.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
11.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
11.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
11.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
11.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
11.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
11.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
11.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
11.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
11.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
11.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
11.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
11.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
11.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
11.2
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
11.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
11.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
11.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
11.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
11.1
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
11.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
11.1
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
11.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
11.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
10.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
10.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
10.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
10.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
10.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
10.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
10.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
10.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
10.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
10.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
10.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
10.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
10.5
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
10.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
10.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
10.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
10.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
10.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
10.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
10.2
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
10.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
10.1
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
10.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
10.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
10.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
10.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
10.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
9.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
9.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
9.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
9.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
9.7
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
9.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
9.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
9.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
9.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
9.6
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
9.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
9.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
9.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
9.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
9.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
9.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
9.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
9.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
9.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
9.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
8.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
8.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
8.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.9
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
8.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
8.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
8.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
8.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
8.7
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
8.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
8.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
8.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
8.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
8.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
8.5
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
8.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
8.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
8.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
8.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
8.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
8.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
8.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
8.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
8.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
8.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
8.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
8.2
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
8.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
8.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
8.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
8.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
8.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
7.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
7.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
7.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
7.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
7.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
7.8
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
7.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
7.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
7.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
7.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
7.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
7.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
7.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
7.6
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
7.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
7.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
7.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
7.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
7.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
7.4
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
7.4
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
7.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
7.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
7.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
7.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
7.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
7.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
7.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
7.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
7.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
7.1
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
7.1
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
7.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
7.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
7.1
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
7.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
7.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
7.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
6.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
6.9
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
6.9
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
6.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
6.8
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
6.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
6.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
6.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
6.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
6.7
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
6.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
6.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
6.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
6.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
6.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
6.5
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
6.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
6.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
6.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
6.4
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
6.4
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
6.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
6.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
6.4
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.4
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.4
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
6.4
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
6.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
6.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
6.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
6.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
6.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
6.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
6.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
6.2
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
6.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
6.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
6.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
6.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
6.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
6.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
6.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
6.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
6.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
6.1
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
6.1
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
6.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
6.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
6.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
6.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
6.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
6.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
6.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
5.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
5.9
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
5.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
5.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
5.8
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
5.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
5.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
5.8
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
5.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
5.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
5.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
5.7
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
5.6
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
5.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
5.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
5.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
5.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
5.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
5.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
5.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
5.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
5.4
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
5.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
5.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
5.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
5.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
5.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
5.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
5.3
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
5.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
5.3
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
5.2
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
5.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
5.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
5.1
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
5.1
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
5.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
5.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
5.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
5.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
5.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
5.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
5.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
4.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
4.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
4.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
4.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
4.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
4.8
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
4.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
4.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
4.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
4.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
4.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
4.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
4.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
4.7
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
4.7
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
4.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
4.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
4.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
4.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
4.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
4.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
4.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
4.6
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
4.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
4.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
4.6
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
4.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
4.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
4.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
4.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
4.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
4.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
4.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
4.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
4.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
4.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
4.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
4.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
4.2
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
4.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
4.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
4.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
4.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
3.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
3.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
3.9
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
3.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
3.9
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
3.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
3.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
3.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
3.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
3.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
3.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
3.7
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
3.6
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
3.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
3.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
3.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
3.5
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
3.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
3.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
3.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
3.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
3.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
3.3
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
3.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
3.2
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
3.2
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
3.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
3.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
3.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
3.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
3.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
3.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
3.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
2.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
2.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
2.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
2.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
2.7
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
2.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
2.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
2.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
2.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
2.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
2.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
2.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
2.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
2.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
2.2
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
2.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
2.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
2.0
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
1.9
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
1.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
1.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
1.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
1.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
1.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
1.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
1.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
1.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
1.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
1.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.4
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
1.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
1.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
1.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
1.3
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
1.2
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
1.0
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
0.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
0.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
0.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
0.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
0.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 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.
IER5L 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
22.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
58.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
54.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
51.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
50.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
44.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
40.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
39.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
39.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
38.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
38.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
37.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
37.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
36.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
34.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
34.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
34.2
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
33.9
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
33.5
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
30.1
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
29.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
29.5
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
29.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
28.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
28.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
28.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
27.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
27.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
27.4
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
26.9
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
26.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
26.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
26.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
26.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
26.3
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
25.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
25.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
24.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
24.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
23.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
23.8
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
23.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
23.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
22.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
22.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
22.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
21.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
20.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
20.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
20.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
19.8
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
19.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
19.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
19.2
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
19.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
18.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
18.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
18.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
18.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
18.0
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
17.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
17.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
17.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
16.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
16.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
16.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
15.9
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
15.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
15.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
15.4
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
15.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
15.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
14.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
14.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
13.9
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
13.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
13.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
12.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
12.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
11.7
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
11.6
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
11.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
10.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
10.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
10.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
9.7
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
9.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
8.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
8.6
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
8.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
8.0
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
7.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
6.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
6.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
5.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
5.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
5.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 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.
IER5L 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
17.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
67.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
66.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
62.9
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
61.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
56.9
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
51.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
50.9
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
50.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
49.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
49.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
49.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
45.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
43.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
43.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
42.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
42.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
42.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
42.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
41.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
40.5
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
40.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
39.4
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
39.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
38.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
36.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
35.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
34.5
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
33.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
33.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
33.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
32.6
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
32.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
32.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
32.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
31.1
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
31.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
30.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
30.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
30.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
30.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
30.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
30.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
29.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
29.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
28.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
28.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
28.2
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
27.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
27.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
27.7
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
27.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
26.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
26.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
26.3
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
26.1
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
26.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
25.4
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
24.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
24.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
24.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
24.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
24.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
24.3
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
23.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
23.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
23.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
23.4
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
23.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
23.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
23.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
23.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
22.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
22.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
22.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
22.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
22.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
22.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
21.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
21.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
21.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
21.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
21.2
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
21.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
21.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
20.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
20.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
20.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
20.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
20.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
20.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
20.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
20.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
19.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
19.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
19.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
19.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
18.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
18.8
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
18.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
18.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
18.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
18.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
17.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
17.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
17.5
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
17.4
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
17.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
17.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
17.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
16.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
16.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
16.5
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
16.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
16.4
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
16.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
16.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
16.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
15.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
15.7
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
15.7
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
15.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
15.7
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
15.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
15.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
15.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
15.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
14.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
14.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
14.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
14.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
14.2
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
14.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
14.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
14.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
14.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
14.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
13.9
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
13.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
13.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
13.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
13.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
13.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
13.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
13.5
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
13.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
13.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
13.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
13.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
13.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
13.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
12.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
12.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
12.8
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
12.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
12.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
12.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
12.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
12.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
12.2
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
12.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
12.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
12.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
12.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
12.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
12.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
11.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
11.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
11.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
11.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
11.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
11.4
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
11.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
11.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
10.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
10.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
10.5
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
10.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
10.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
10.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
10.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
10.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
10.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
9.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
9.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
9.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
9.4
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
9.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
9.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
9.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
9.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
9.2
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
9.1
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
9.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
9.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
9.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
8.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
8.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
8.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
8.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
8.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
8.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
8.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
8.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
8.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
8.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
8.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
7.8
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
7.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
7.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
7.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
7.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
7.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
7.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
7.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
7.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
7.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
6.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
6.8
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
6.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
6.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
6.7
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
6.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
6.4
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
6.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
6.4
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
6.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
6.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
6.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
6.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
6.1
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
6.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
6.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
6.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
5.9
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
5.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
5.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
5.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
5.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
5.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
5.4
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
5.2
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
5.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
5.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
5.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
4.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
4.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
4.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
4.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
4.7
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
4.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
4.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
4.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
4.2
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
4.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
4.0
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
3.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
3.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
3.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
3.1
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
3.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
3.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
2.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
2.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
2.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
2.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
2.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
1.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
1.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
1.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
1.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
Show allShow less
RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
