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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
P2RX4 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
12.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
29.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
29.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
29.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
27.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
26.9
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
23.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
21.8
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
21.2
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
20.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
19.7
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
19.4
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
19.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
18.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
18.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
17.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
16.9
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
16.8
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
16.4
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
16.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
15.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
15.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
15.4
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
14.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
14.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
14.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
14.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
14.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
14.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
13.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
13.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
13.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
12.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
12.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
12.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
12.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
11.7
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
11.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
11.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
9.9
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
9.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
9.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
9.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
9.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
8.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
8.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
8.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
7.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7.1
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
6.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
6.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
5.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
5.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
4.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
4.6
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
4.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
4.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
3.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
3.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
2.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
2.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.6
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
P2RX4 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
25.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
87.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
79.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
65.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
65.7
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
57.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
56.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
55.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
54.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
53.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
52.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
52.4
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
50.3
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
50.2
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
50.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
49.8
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
49.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
48.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
48.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
47.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
47.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
47.1
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
47.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
46.2
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
45.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
45.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
45.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
45.2
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
44.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
44.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
44.4
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
44.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
42.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
42.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
42.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
42.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
41.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
41.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
41.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
41.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
41.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
40.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
40.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
40.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
40.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
40.1
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
40.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
40.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
39.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
39.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
39.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
39.4
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
39.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
39.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
39.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
38.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
38.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
38.7
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
38.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
38.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
38.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
38.2
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
38.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
37.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
37.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
37.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
37.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
36.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
36.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
36.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
36.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
36.5
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
36.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
36.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
35.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
35.9
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
35.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
35.7
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
35.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
35.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
35.6
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
35.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
35.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
35.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
35.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
35.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
35.2
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
35.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
34.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
34.9
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
34.9
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
34.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
34.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
34.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
34.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
34.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
34.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
34.7
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
34.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
34.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
34.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
34.3
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
34.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
34.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
34.2
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
34.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
34.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
34.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
34.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
34.0
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
33.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
33.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
33.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
33.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
33.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
33.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
33.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
33.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
33.1
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
33.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
33.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
33.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
32.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
32.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
32.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
32.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
32.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
32.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
32.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
32.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
32.1
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
32.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
32.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
32.0
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
32.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
31.9
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
31.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
31.4
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
31.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
31.2
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
31.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
30.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
30.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
30.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
30.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
30.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
30.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
30.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
30.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
30.5
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
30.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
30.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
30.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
30.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
30.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
30.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
30.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
30.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
30.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
30.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
30.0
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
29.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
29.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
29.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
29.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
29.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
29.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
29.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
29.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
29.5
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
29.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
29.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
29.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
29.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
29.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
29.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
29.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
29.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
29.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
29.1
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
29.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
29.1
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
28.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
28.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
28.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
28.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
28.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
28.5
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
28.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
28.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
28.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
28.3
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
28.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
28.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
28.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
28.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
28.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
28.0
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
27.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
27.9
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
27.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
27.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
27.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
27.9
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
27.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
27.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
27.7
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
27.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
27.5
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
27.5
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
27.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
27.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
27.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
27.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
27.2
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
27.2
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
27.1
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
27.1
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
27.0
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
27.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
27.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
27.0
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
26.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
26.9
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
26.8
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
26.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
26.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
26.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
26.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
26.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
26.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
26.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
26.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
26.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
26.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
26.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
26.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
26.3
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
26.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
26.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
26.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
26.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
26.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
26.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
26.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
26.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
26.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
26.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
25.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
25.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
25.9
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
25.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
25.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
25.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
25.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
25.6
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
25.6
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
25.5
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
25.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
25.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
25.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
25.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
24.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
24.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
24.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
24.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
24.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
24.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
24.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
24.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
24.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
24.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
24.4
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
24.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
24.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
24.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
24.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
24.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
24.2
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
24.2
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
24.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
24.0
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
24.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
24.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
24.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
24.0
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
24.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
23.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
23.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
23.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
23.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
23.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
23.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
23.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
23.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
23.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
23.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
23.4
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
23.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
23.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
23.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
23.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
23.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
23.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
23.0
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
23.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
23.0
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
23.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
22.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
22.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
22.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
22.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
22.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
22.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
22.7
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
22.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
22.7
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
22.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
22.6
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
22.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
22.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
22.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
22.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
22.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
22.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
22.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
22.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
22.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
22.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
22.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
22.1
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
21.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
21.8
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
21.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
21.7
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
21.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
21.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
21.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
21.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
21.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
21.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
21.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
21.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
21.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
21.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
21.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
21.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
21.0
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
20.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
20.8
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
20.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
20.7
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
20.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
20.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
20.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
20.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
20.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
20.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
20.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
20.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
20.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
20.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
19.9
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
19.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
19.7
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
19.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
19.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
19.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
19.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
19.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
19.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
19.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
19.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
19.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
19.4
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
19.2
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
19.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
19.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
19.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
19.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
19.1
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
19.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
19.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
19.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
19.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
19.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
18.9
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
18.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
18.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
18.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
18.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
18.5
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
18.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
18.3
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
18.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
18.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
18.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
18.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
18.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
17.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
17.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
17.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
17.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
17.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
17.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
17.5
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
17.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
17.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
17.5
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
17.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
17.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
17.2
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
17.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
17.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
17.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
17.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
16.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
16.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
16.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
16.5
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
16.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
16.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
16.3
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
16.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
16.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
16.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
16.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
16.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
16.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
15.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
15.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
15.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
15.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
15.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
15.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
15.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
15.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
15.2
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
15.1
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
15.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
15.1
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
15.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
14.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
14.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
14.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
14.1
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
14.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
14.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
13.9
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
13.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
13.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
13.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
13.6
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
13.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
13.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
13.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
13.1
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
13.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
13.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.8
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
12.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
12.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
12.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
12.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
12.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
12.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
12.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
11.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
11.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
11.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
11.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
11.4
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
11.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
11.1
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
11.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
10.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
10.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
10.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
9.8
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
9.6
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
9.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
9.3
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
9.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
8.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
8.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
8.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
8.5
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
8.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
7.9
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
7.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
7.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
7.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
6.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
6.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.3
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.3
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
5.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
5.9
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
5.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
5.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
5.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
4.7
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
4.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
3.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
3.0
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.0
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1.9
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.
P2RX4 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
32.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
57.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
57.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
55.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
54.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
54.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
53.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
51.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
51.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
51.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
50.9
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
49.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
47.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
47.0
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
45.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
45.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
44.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
43.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
43.0
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
42.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
41.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
40.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
40.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
39.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
39.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
38.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
38.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
38.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
38.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
37.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
37.5
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
36.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
36.3
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
35.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
35.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
35.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
34.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
34.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
34.3
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
34.3
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
33.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
33.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
32.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
32.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
32.0
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
31.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
31.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
31.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
30.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
30.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
30.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
30.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
30.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
29.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
29.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
29.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
29.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
29.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
28.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
28.7
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
28.0
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
27.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
27.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
27.8
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
27.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
27.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
27.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
27.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
26.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
26.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
26.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
26.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
26.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
25.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
25.4
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
25.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
24.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
23.7
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
23.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
23.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
23.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
23.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
23.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
22.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
22.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
21.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
20.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
20.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
19.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
19.4
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
18.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
18.5
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
18.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
16.2
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
15.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
13.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
12.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
12.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
10.8
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.
P2RX4 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
25.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
153.4
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
105.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
84.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
73.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
68.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
68.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
68.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
66.5
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
65.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
61.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
58.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
57.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
55.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
54.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
53.6
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
53.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
52.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
51.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
51.2
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
50.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
47.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
46.1
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
45.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
45.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
45.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
45.2
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
44.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
44.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
44.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
43.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
43.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
43.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
42.1
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
41.9
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
41.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
41.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
41.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
41.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
40.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
40.8
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
40.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
40.6
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
40.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
39.7
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
39.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
38.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
38.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
38.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
38.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
38.6
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
38.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
37.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
37.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
37.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
36.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
35.9
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
35.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
35.8
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
35.7
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
35.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
35.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
35.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
35.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
35.3
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
35.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
35.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
34.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
34.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
34.3
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
34.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
34.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
34.0
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
33.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
33.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
33.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
33.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
33.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
33.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
33.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
32.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
32.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
32.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
32.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
32.4
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
32.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
32.1
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
32.1
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
32.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
31.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
31.6
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
31.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
31.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
31.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
30.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
30.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
30.1
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
29.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
29.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
29.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
29.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
28.7
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
28.7
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
28.6
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
28.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
28.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
28.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
28.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
28.1
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
27.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
27.9
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
27.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
27.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
27.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
27.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
27.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
27.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
27.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
27.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
26.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
26.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
26.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
26.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
26.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
26.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
25.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
25.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
25.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
25.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
24.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
24.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
24.7
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
24.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
24.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
24.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
24.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
24.5
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
24.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
24.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
24.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
24.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
24.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
23.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
23.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
23.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
23.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
23.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
23.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
23.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
23.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
23.3
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
23.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
23.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
22.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
22.2
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
22.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
22.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
22.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
21.6
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
21.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
21.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
21.1
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
21.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
21.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
20.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
20.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
20.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
20.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
20.3
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
20.1
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
19.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
19.8
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
19.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
19.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
19.4
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
19.4
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
19.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
19.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
19.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
18.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
18.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
18.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
18.1
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
17.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
17.3
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
17.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
17.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
17.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
17.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
17.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
16.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
16.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
16.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
16.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
16.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
16.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
16.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
16.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
16.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
15.8
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
15.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
15.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
15.6
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
15.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
15.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
15.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
15.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
15.2
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
15.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
15.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
14.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
13.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
13.6
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
13.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
13.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
13.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
12.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
12.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
12.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
12.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
11.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
11.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
11.6
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
11.6
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
11.1
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
10.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
10.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
10.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
10.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
10.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
9.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
9.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
8.6
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
8.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
7.8
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
7.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
7.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
7.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
6.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
6.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
6.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
6.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
5.4
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
5.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
4.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
4.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
4.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
3.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
3.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
2.8
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
2.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
2.1
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
1.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
1.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
1.2
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
1.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
0.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0007320003
Tumor
1.5
CPT0063630003
Tumor
1.2
CPT0086950003
Tumor
1.2
CPT0088690003
Tumor
1.2
CPT0026420001
Normal
1.0
CPT0025050003
Tumor
1.0
CPT0012550003
Tumor
0.9
CPT0001340003
Tumor
0.9
CPT0023350003
Tumor
0.9
CPT0081880003
Tumor
0.8
CPT0088550004
Tumor
0.8
CPT0024670003
Tumor
0.7
CPT0014160003
Tumor
0.6
CPT0076330003
Tumor
0.6
CPT0078800003
Tumor
0.6
CPT0092160003
Tumor
0.5
CPT0078830003
Tumor
0.5
CPT0077110003
Tumor
0.5
CPT0063320003
Tumor
0.5
CPT0069000003
Tumor
0.5
CPT0086360003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0088480003
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0092730003
Tumor
0.4
CPT0065430003
Tumor
0.4
CPT0064370003
Tumor
0.4
CPT0078840001
Normal
0.3
CPT0015810003
Tumor
0.3
CPT0001180009
Tumor
0.3
CPT0089020003
Tumor
0.3
CPT0065930003
Tumor
0.3
CPT0088900003
Tumor
0.3
CPT0026410003
Tumor
0.2
CPT0092800003
Normal
0.2
CPT0014450004
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0076350001
Normal
0.2
CPT0077310003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0088710001
Normal
0.2
CPT0000640003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0065820001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0000790001
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0001350001
Normal
0.1
CPT0023360001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0000780007
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0077500001
Normal
0.0
CPT0088630003
Tumor
0.0
CPT0075130003
Tumor
0.0
CPT0084590001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0010170001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0079480003
Tumor
0.0
CPT0089480003
Normal
0.0
CPT0077140001
Normal
0.0
CPT0025230003
Tumor
0.0
CPT0078660003
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0012900004
Tumor
0.0
CPT0085670003
Tumor
-0.1
CPT0077490003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0088780001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0006730001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0012090003
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0075170001
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0078940001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0025110003
Tumor
-0.2
CPT0001260009
Tumor
-0.2
CPT0079230003
Tumor
-0.2
CPT0071150004
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0066520001
Normal
-0.2
CPT0066470004
Tumor
-0.2
CPT0000660001
Normal
-0.2
CPT0015910003
Tumor
-0.2
CPT0014370004
Tumor
-0.2
CPT0001190001
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0078670001
Normal
-0.2
CPT0088970003
Tumor
-0.2
CPT0075570001
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0078930003
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0017450001
Normal
-0.2
CPT0023710001
Normal
-0.2
CPT0078510003
Tumor
-0.2
CPT0014130001
Normal
-0.2
CPT0025580004
Tumor
-0.2
CPT0006950001
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0075720003
Tumor
-0.2
CPT0086890003
Normal
-0.3
CPT0077320001
Normal
-0.3
CPT0001270001
Normal
-0.3
CPT0066430001
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0009060003
Tumor
-0.3
CPT0078530001
Normal
-0.3
CPT0088640003
Normal
-0.3
CPT0001550001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0002270011
Tumor
-0.3
CPT0015730003
Tumor
-0.3
CPT0079000001
Normal
-0.3
CPT0086030003
Tumor
-0.3
CPT0025920001
Normal
-0.3
CPT0018250001
Normal
-0.3
CPT0086830003
Normal
-0.3
CPT0089040001
Normal
-0.4
CPT0079270003
Tumor
-0.4
CPT0079380003
Tumor
-0.4
CPT0011410003
Tumor
-0.4
CPT0025610001
Normal
-0.4
CPT0065870003
Tumor
-0.4
CPT0088500001
Normal
-0.4
CPT0017850003
Tumor
-0.4
CPT0002350011
Tumor
-0.4
CPT0024680001
Normal
-0.4
CPT0011240003
Tumor
-0.5
CPT0001230001
Normal
-0.5
CPT0081990003
Tumor
-0.5
CPT0007470001
Normal
-0.5
CPT0010120001
Normal
-0.5
CPT0025880003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0014470001
Normal
-0.5
CPT0012370003
Tumor
-0.5
CPT0002370001
Normal
-0.5
CPT0092190003
Normal
-0.5
CPT0012920003
Normal
-0.6
CPT0019160001
Normal
-0.6
CPT0069190001
Normal
-0.6
CPT0012640003
Normal
-0.6
CPT0079180003
Tumor
-0.6
CPT0025170003
Tumor
-0.6
CPT0064400001
Normal
-0.6
CPT0009020003
Normal
-0.7
CPT0084560003
Tumor
-0.7
CPT0006900003
Tumor
-0.7
CPT0009080003
Normal
-0.7
CPT0079300001
Normal
-0.8
CPT0021240003
Tumor
-0.9
CPT0079510001
Normal
-0.9
CPT0017410003
Tumor
-1.5
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
