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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.
PRKRA 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
14.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
42.1
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
35.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
31.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
31.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
29.1
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
28.9
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
27.3
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
25.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
25.4
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
25.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
22.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
21.9
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
21.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
21.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
21.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
20.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
20.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
19.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
19.4
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
18.5
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
18.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
17.9
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
17.7
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
17.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
17.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
16.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
16.3
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
16.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
15.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
15.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
15.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
15.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
15.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
14.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
14.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
14.0
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
13.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
13.5
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
12.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
12.6
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
12.6
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
10.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
9.9
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
9.7
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
9.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.7
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
6.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
4.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
3.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
3.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
2.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
2.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
0.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
0.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
0.0
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
0.0
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
0.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
0.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
0.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 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.
PRKRA 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
19.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
76.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
49.9
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
48.4
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
44.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
38.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
37.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
36.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
35.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
34.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
34.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
33.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
32.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
31.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
31.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
31.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
31.3
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
31.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
31.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
31.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
30.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
30.8
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
30.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
30.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
30.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
30.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
30.1
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
30.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
29.9
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
29.6
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
29.4
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
29.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
29.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
28.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
28.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
28.5
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
28.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
28.2
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
27.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
27.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
27.5
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
27.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
27.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
27.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
27.3
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
27.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
27.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
27.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
26.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
26.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
26.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
26.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
26.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
26.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
26.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
26.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
26.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
25.9
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
25.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
25.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
25.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
25.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
25.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
25.6
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
25.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
25.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
25.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
25.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
25.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
25.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
25.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
25.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
25.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
24.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
24.9
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
24.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
24.8
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
24.7
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
24.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
24.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
24.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
24.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
24.4
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
24.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
24.2
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
24.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
24.1
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
24.1
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
24.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
24.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
24.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
24.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
23.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
23.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
23.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
23.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
23.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
23.5
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
23.5
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
23.4
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
23.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
23.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
23.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
23.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
23.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
23.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
23.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
23.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
23.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
23.2
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
23.2
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
23.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
23.1
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
23.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
23.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
23.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
22.9
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
22.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
22.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
22.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
22.8
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
22.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
22.8
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
22.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
22.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
22.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
22.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
22.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
22.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
22.5
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
22.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
22.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
22.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
22.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
22.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
22.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
22.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
22.3
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
22.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
22.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
22.2
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
22.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
22.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
22.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
22.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
22.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
22.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
21.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
21.8
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
21.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
21.7
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
21.7
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
21.7
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
21.7
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
21.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
21.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
21.6
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
21.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
21.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
21.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
21.4
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
21.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
21.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
21.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
21.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
21.3
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
21.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
21.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
21.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
21.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
21.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
21.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
21.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
21.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
21.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
21.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
21.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
21.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
21.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
21.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
20.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
20.9
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
20.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
20.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
20.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
20.7
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
20.6
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
20.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
20.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
20.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
20.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
20.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
20.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
20.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
20.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
20.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
20.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
20.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
20.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
20.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
20.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
20.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
20.2
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
20.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
20.1
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
20.1
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
20.1
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
20.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
20.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
20.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
20.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
20.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
19.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
19.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
19.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
19.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
19.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
19.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
19.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
19.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
19.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
19.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
19.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
19.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
19.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
19.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
19.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
19.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
19.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
19.5
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
19.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
19.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
19.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
19.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
19.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
19.4
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
19.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
19.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
19.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
19.3
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
19.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
19.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
19.3
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
19.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
19.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
19.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
19.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
19.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
19.1
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
19.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
19.0
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
19.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
19.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
19.0
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
18.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.9
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
18.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
18.9
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
18.8
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
18.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
18.7
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
18.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
18.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
18.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
18.7
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
18.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
18.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
18.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
18.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
18.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
18.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
18.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
18.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
18.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
18.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
18.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
18.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
18.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
18.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
18.2
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
18.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
18.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
18.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
18.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
18.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
17.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
17.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
17.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
17.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
17.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
17.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
17.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
17.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
17.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
17.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
17.7
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
17.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
17.6
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
17.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
17.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
17.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
17.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
17.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
17.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.6
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
17.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
17.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
17.5
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
17.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
17.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
17.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
17.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
17.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
17.5
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
17.5
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
17.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
17.5
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
17.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
17.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
17.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
17.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
17.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
17.1
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
17.1
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
17.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
17.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
17.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
17.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
16.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
16.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
16.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
16.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
16.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
16.8
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
16.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
16.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
16.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
16.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
16.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
16.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
16.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
16.7
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
16.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
16.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
16.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
16.6
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
16.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
16.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
16.6
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
16.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
16.5
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
16.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
16.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
16.5
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
16.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
16.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
16.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
16.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
16.3
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
16.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
16.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
16.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
16.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
16.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
16.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
16.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
16.0
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
16.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
16.0
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
16.0
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
16.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
15.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
15.8
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
15.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
15.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
15.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
15.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
15.6
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
15.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
15.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
15.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
15.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
15.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
15.5
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
15.4
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
15.3
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
15.3
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
15.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
15.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
15.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
15.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
15.1
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
15.1
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
15.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
15.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
14.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
14.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
14.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
14.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
14.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
14.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
14.6
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
14.6
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
14.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
14.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
14.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
14.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
14.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
14.5
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
14.5
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
14.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
14.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
14.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
14.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
14.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
14.1
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
14.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
14.1
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
14.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
13.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
13.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
13.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
13.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
13.2
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
13.1
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
12.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
12.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
12.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
12.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
12.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
12.9
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
12.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
12.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
12.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
12.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
12.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
12.4
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
12.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
12.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
12.2
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.2
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
12.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
12.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
11.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.9
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
11.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
11.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
11.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
11.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
11.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
11.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
11.3
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
11.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
11.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
10.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
10.8
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
10.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
10.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
10.4
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
10.2
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
10.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
10.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
10.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
10.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
9.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
9.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
9.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
9.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
9.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
9.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
9.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
9.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
9.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
8.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
8.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
8.8
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
8.6
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
8.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
8.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
8.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
7.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
7.5
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
7.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
6.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
6.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
6.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
6.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
6.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
5.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
5.8
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
5.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
3.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
3.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
1.7
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.
PRKRA 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
23.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
52.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
39.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
37.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
36.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
35.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
34.0
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
33.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
32.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
32.3
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
31.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
30.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
29.7
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
29.1
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
29.0
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
28.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
28.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
28.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
28.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
27.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
27.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
27.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
26.9
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
26.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
26.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
25.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
25.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
25.7
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
25.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
25.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
25.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
24.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
24.5
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
24.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
24.3
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
24.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
23.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
23.9
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
23.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
23.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
23.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
23.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
23.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
23.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
23.2
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
23.2
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
22.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
22.6
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
22.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
22.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
21.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
21.6
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
21.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
21.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
21.4
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
21.2
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
21.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
21.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
21.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
20.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
20.9
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
20.9
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
20.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
20.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
20.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
20.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
20.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
20.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
20.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
20.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
20.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
20.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
20.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
19.6
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
19.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
19.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
19.4
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
19.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
19.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
19.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
18.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
18.7
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
18.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
18.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
18.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
18.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
17.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
17.2
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
16.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
16.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
16.0
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
15.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
15.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
14.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
14.0
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 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.
PRKRA 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
15.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
79.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
51.1
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
44.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
42.7
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
40.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
40.3
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
36.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
34.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
34.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
34.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
32.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
30.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
30.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
29.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
29.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
29.2
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
28.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
28.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
27.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
27.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
26.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
26.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
26.5
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
26.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
26.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
26.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
25.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
25.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
25.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
25.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
25.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
25.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
25.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
25.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
24.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
24.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
24.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
24.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
24.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
24.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
23.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
23.9
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
23.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
23.8
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
23.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
23.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
23.6
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
23.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
23.5
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
23.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
23.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
23.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
22.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
22.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
21.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
21.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
21.2
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
21.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
21.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
21.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
20.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
20.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
20.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
20.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
20.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
20.4
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
20.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
20.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
20.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
20.0
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
20.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
19.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
19.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
19.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
19.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
19.7
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
19.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
19.5
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
19.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
19.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
19.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
19.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
19.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
19.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
19.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
19.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
19.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
19.0
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
18.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
18.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
18.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
18.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
18.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
18.1
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
18.1
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
18.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
17.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
17.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
17.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
17.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
17.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
17.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
17.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
17.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
17.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
17.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
17.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
17.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
17.3
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
17.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
17.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
17.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
17.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
17.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
17.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
17.0
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
17.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
16.9
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
16.9
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
16.8
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
16.8
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
16.8
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
16.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
16.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
16.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
16.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
16.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
16.5
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
16.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
16.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
16.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
16.3
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
16.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
16.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
16.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
16.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
16.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
16.0
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
15.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
15.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
15.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
15.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
15.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
15.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
15.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
15.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
15.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
15.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
15.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
15.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
15.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
15.0
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
15.0
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
14.9
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
14.8
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
14.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
14.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
14.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
14.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
14.2
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
14.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
14.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
14.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
14.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
14.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
13.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
13.9
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
13.9
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
13.6
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
13.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
13.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
13.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
13.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
13.3
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
13.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
13.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
13.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
12.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
12.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
12.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
12.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
12.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
12.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
12.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
12.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
12.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
11.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
11.8
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
11.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
11.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
11.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
11.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
11.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
11.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
11.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
11.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
10.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
10.8
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
10.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
10.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
10.3
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
10.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
10.1
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
9.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
9.8
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
9.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
9.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
9.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
9.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
9.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
8.8
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
8.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
8.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
8.5
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
8.5
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
8.4
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
8.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
8.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
7.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
7.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
7.2
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
7.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
7.2
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
7.1
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
6.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
6.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
6.1
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
5.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
5.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
4.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
3.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
2.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
0.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
0.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
0.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
0.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
0.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
0.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
0.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
0.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0088690003
Tumor
0.7
CPT0084590001
Normal
0.5
CPT0012550003
Tumor
0.5
CPT0012640003
Normal
0.4
CPT0002270011
Tumor
0.4
CPT0077320001
Normal
0.4
CPT0078830003
Tumor
0.4
CPT0012920003
Normal
0.4
CPT0009020003
Normal
0.3
CPT0001340003
Tumor
0.3
CPT0009080003
Normal
0.3
CPT0018250001
Normal
0.3
CPT0079000001
Normal
0.3
CPT0002350011
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0002370001
Normal
0.3
CPT0017450001
Normal
0.3
CPT0012570003
Normal
0.3
CPT0010120001
Normal
0.3
CPT0081990003
Tumor
0.3
CPT0084560003
Tumor
0.3
CPT0020020001
Normal
0.2
CPT0088550004
Tumor
0.2
CPT0092800003
Normal
0.2
CPT0066430001
Normal
0.2
CPT0019160001
Normal
0.2
CPT0025060001
Normal
0.2
CPT0025610001
Normal
0.2
CPT0088970003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0000890001
Normal
0.2
CPT0065930003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0014350001
Normal
0.2
CPT0014130001
Normal
0.2
CPT0086030003
Tumor
0.2
CPT0078940001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0088780001
Normal
0.2
CPT0075130003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0011240003
Tumor
0.2
CPT0012900004
Tumor
0.2
CPT0082010001
Normal
0.2
CPT0086830003
Normal
0.2
CPT0015810003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0078530001
Normal
0.2
CPT0063320003
Tumor
0.1
CPT0078660003
Tumor
0.1
CPT0079430001
Normal
0.1
CPT0007470001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0063640001
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0020130001
Normal
0.1
CPT0006950001
Normal
0.1
CPT0075570001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0069000003
Tumor
0.1
CPT0069010001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0001230001
Normal
0.1
CPT0009060003
Tumor
0.1
CPT0081620001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0017410003
Tumor
0.1
CPT0088500001
Normal
0.1
CPT0086950003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0086820003
Tumor
0.1
CPT0088710001
Normal
0.1
CPT0007860003
Tumor
0.1
CPT0078670001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0006530001
Normal
0.1
CPT0088920001
Normal
0.1
CPT0075170001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0065450001
Normal
0.1
CPT0071150004
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0063330001
Normal
0.1
CPT0086370003
Normal
0.1
CPT0089460004
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0092310003
Normal
0.1
CPT0001270001
Normal
0.1
CPT0009000003
Tumor
0.1
CPT0000790001
Normal
0.1
CPT0088640003
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0012090003
Normal
0.0
CPT0076350001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0089480003
Normal
0.0
CPT0081880003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0075720003
Tumor
0.0
CPT0011410003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0088760003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0010170001
Normal
0.0
CPT0092740003
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0076330003
Tumor
0.0
CPT0012370003
Tumor
0.0
CPT0078800003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0086870003
Tumor
0.0
CPT0079510001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0026420001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0000640003
Tumor
0.0
CPT0001260009
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0025230003
Tumor
-0.1
CPT0064370003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0024670003
Tumor
-0.1
CPT0078930003
Tumor
-0.1
CPT0088900003
Tumor
-0.1
CPT0092730003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0087040003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0012080003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0001180009
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0079270003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0023350003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0079180003
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0077490003
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0078510003
Tumor
-0.2
CPT0079380003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0012180003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0077110003
Tumor
-0.2
CPT0092790003
Tumor
-0.2
CPT0006630003
Tumor
-0.2
CPT0020120003
Tumor
-0.2
CPT0065430003
Tumor
-0.2
CPT0021240003
Tumor
-0.2
CPT0010110003
Tumor
-0.2
CPT0066470004
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0079480003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0079410003
Tumor
-0.3
CPT0001540009
Tumor
-0.3
CPT0014370004
Tumor
-0.3
CPT0065810003
Tumor
-0.3
CPT0014160003
Tumor
-0.3
CPT0007320003
Tumor
-0.3
CPT0086360003
Tumor
-0.3
CPT0078990003
Tumor
-0.4
CPT0092290003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0092160003
Tumor
-0.4
CPT0014450004
Tumor
-0.4
CPT0000870016
Tumor
-0.4
CPT0025290003
Tumor
-0.4
CPT0006440003
Tumor
-0.5
CPT0026410003
Tumor
-0.5
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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
