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.
IFNGR2 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
6.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
32.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
19.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
18.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
17.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
14.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
12.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
12.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
12.4
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
12.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
12.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
11.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
11.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
11.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
10.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
10.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
10.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
9.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
9.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
9.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
9.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
9.3
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
7.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
7.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
7.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
7.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
7.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
7.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
7.1
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
6.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
6.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
6.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
6.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
6.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
5.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
5.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
5.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
5.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
5.0
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
4.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
4.6
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
4.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
4.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
4.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
4.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
3.8
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
3.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
2.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
0.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
0.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 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.
IFNGR2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
63.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
55.8
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
52.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
50.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
49.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
49.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
48.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
46.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
46.5
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
45.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
44.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
43.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
42.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
42.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
41.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
41.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
39.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
39.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
38.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
38.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
37.8
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
37.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
37.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
37.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
36.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
36.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
35.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
35.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
34.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
34.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
34.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
33.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
32.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
32.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
32.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
32.6
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
32.5
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
32.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
32.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
32.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
31.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
31.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
31.4
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
31.2
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
31.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
30.9
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
30.8
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
30.3
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
30.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
30.3
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
30.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
30.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
30.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
30.2
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
30.1
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
30.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
29.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
29.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
29.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
29.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
29.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
29.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
29.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
29.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
29.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
28.9
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
28.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
28.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
28.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
28.5
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
28.5
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
28.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
28.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
28.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
28.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
27.9
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
27.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
27.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
27.6
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
27.6
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
27.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
27.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
27.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
27.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
27.1
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
26.9
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
26.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
26.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
26.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
26.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
26.7
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
26.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
26.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
26.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
26.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
26.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
26.5
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
26.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
26.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
26.2
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
26.2
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
26.2
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
26.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
26.0
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
25.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
25.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
25.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
25.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
25.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
25.2
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
25.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
24.9
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
24.9
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
24.9
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
24.8
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
24.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
24.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
24.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
24.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
24.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
24.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
24.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
24.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
24.2
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
24.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
24.2
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
23.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
23.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
23.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
23.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
23.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
23.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
23.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
23.5
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
23.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.4
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
23.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
23.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
23.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
23.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
23.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
23.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
23.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
23.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
23.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
23.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
22.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
22.9
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
22.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
22.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
22.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
22.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
22.7
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
22.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
22.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
22.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
22.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
22.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
22.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
22.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
22.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
22.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
22.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
21.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
21.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
21.9
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
21.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.8
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
21.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
21.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
21.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
21.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
21.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
21.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
21.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
21.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
21.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
21.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
21.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
21.5
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
21.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
21.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
21.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
21.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
21.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
21.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
21.4
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
21.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
21.4
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
21.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
21.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
21.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
21.2
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
21.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
21.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
20.9
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
20.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
20.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
20.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
20.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
20.7
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
20.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
20.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
20.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
20.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
20.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
20.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
20.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
20.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
20.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
20.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
20.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
20.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
20.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
20.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
20.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
19.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
19.8
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
19.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
19.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
19.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
19.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
19.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
19.7
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
19.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
19.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
19.7
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
19.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
19.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
19.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
19.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
19.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
19.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
19.3
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
19.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
19.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
19.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
19.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
19.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
19.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
19.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
19.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
19.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
19.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
18.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
18.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
18.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
18.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
18.6
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
18.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
18.5
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
18.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
18.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
18.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
18.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
18.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
18.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
18.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
18.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
18.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
18.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
17.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
17.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
17.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
17.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
17.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
17.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
17.3
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
17.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
17.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
17.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
17.1
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
17.0
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
17.0
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
17.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.9
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
16.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
16.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
16.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
16.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
16.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
16.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
16.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
16.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
16.6
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
16.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
16.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
16.3
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
16.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
16.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
16.2
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
16.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
16.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
16.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
15.9
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
15.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
15.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
15.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
15.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
15.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
15.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
15.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
15.6
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
15.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
15.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
15.5
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
15.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
15.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
15.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
15.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
15.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
15.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
15.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
15.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
15.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
15.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
15.0
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
15.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
15.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
15.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
15.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
14.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
14.9
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
14.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
14.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
14.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
14.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
14.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
14.4
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
14.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
14.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
14.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
14.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
14.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
14.3
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
14.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
14.3
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
14.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
14.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
14.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
13.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
13.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
13.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
13.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
13.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
13.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
13.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
13.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
13.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
13.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
13.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
13.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
13.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
13.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
13.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
13.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
13.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
12.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.9
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
12.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
12.8
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
12.8
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
12.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
12.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
12.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
12.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
12.0
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
12.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
11.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
11.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
11.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
11.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
11.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
11.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
11.4
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
11.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
11.1
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
10.8
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
10.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
10.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
10.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
10.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
10.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
10.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
10.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
10.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
10.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
10.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
10.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
10.3
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
10.1
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
10.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
10.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
10.0
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
10.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
10.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
10.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
9.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
9.6
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
9.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
9.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
9.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
9.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
9.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
9.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
9.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
9.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
9.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
9.0
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
9.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
9.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.9
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
8.9
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
8.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
8.6
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
8.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
8.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
8.4
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
8.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
8.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.8
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
7.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.6
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
7.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
7.5
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
7.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
7.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
7.4
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
7.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
7.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
7.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
7.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
7.1
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
7.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
7.0
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
7.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
7.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
7.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
6.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
6.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
6.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
6.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
6.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
6.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
6.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
6.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
6.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
5.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
5.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
5.8
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
5.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
5.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
5.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
5.2
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
5.0
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
5.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
4.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
4.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
4.5
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
4.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
4.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
4.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
4.4
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
4.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
4.2
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
4.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
4.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
3.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
3.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
3.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
3.6
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
2.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
2.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
2.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
2.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
2.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
2.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
2.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
2.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
1.9
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
1.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
1.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
0.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFNGR2 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
47.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
119.5
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
104.4
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
95.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
84.2
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
77.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
75.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
70.7
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
67.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
66.7
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
66.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
66.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
65.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
64.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
63.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
63.2
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
63.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
62.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
60.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
60.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
59.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
59.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
59.3
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
58.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
58.7
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
58.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
58.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
58.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
57.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
57.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
57.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
57.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
57.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
55.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
55.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
54.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
54.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
53.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
52.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
52.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
52.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
52.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
52.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
51.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
50.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
50.1
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
49.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
49.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
49.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
49.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
47.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
47.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
46.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
46.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
46.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
46.4
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
45.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
45.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
45.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
44.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
44.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
43.9
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
43.8
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
43.7
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
43.5
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
42.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
41.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
40.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
40.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
40.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
40.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
39.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
38.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
38.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
37.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
36.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
36.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
35.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
34.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
33.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
31.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
30.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
30.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
28.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
27.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
27.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
26.7
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
25.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
24.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
23.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
22.9
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
22.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
21.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
20.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
19.0
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
18.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
15.4
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
12.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
11.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
10.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFNGR2 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
11.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
60.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
52.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
51.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
46.2
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
43.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
42.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
42.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
41.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
39.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
35.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
34.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
34.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
33.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
32.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
32.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
31.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
30.6
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
29.7
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
29.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
28.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
27.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
27.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
27.2
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
26.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
26.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
25.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
24.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
24.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
24.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
23.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
23.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
23.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
22.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
22.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
22.7
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
22.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
22.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
22.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
22.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
21.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
21.5
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
21.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
20.6
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
20.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
20.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
20.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
20.0
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
19.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
19.6
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
19.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
19.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
19.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
19.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
19.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
19.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
19.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
18.7
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
18.6
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
18.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
17.7
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
17.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
17.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
16.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
16.5
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
16.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
16.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
16.3
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
15.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
15.8
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
15.8
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
15.7
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
15.7
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
15.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
15.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
15.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
15.2
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
15.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
14.9
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
14.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
14.7
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
14.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
14.7
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
14.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
14.2
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
14.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
14.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
13.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
13.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
13.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
13.6
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
13.6
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
13.5
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
13.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
13.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
13.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
13.3
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
13.3
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
13.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
13.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
13.1
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
12.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
12.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
12.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
12.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
12.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
12.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
12.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
12.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
12.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
12.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
12.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
11.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
11.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
11.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
11.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
11.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
11.3
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
11.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
11.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
11.1
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
11.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
11.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
11.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
10.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
10.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
10.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
10.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
10.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
10.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
10.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
10.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
10.0
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
9.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
9.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
9.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
9.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
9.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
9.4
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
9.4
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
9.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
9.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
8.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
8.8
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
8.8
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
8.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
8.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
8.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
8.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
8.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
8.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
8.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
8.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
7.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
7.9
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
7.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
7.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
7.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
7.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
7.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
7.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
7.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
6.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
6.8
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
6.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
6.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
6.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
6.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
6.2
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
6.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
6.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
6.1
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
6.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.8
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
5.7
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
5.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
5.2
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
5.1
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
4.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
4.8
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
4.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
4.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
4.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
4.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.5
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
4.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
4.1
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
3.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
3.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
3.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
3.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
3.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
3.0
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
2.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
2.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
2.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
2.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
2.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
2.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
2.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
2.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
1.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
1.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
1.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1.3
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
1.2
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
1.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
0.6
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
0.0
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
