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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.
POLR2K 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
63.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
126.2
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
116.5
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
105.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
98.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
97.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
95.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
94.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
94.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
89.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
88.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
86.8
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
86.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
84.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
83.2
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
80.0
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
79.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
79.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
79.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
78.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
78.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
77.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
76.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
74.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
72.1
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
71.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
70.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
69.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
68.1
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
67.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
66.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
64.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
63.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
62.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
62.6
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
60.9
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
58.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
58.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
57.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
56.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
56.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
55.2
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
54.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
54.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
53.7
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
52.2
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
48.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
45.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
44.3
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
44.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
43.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
41.8
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
41.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
40.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
37.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
34.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
33.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
32.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
29.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
28.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
27.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
27.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
23.2
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
22.6
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 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.
POLR2K is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
51.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
246.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
240.2
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
184.2
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
121.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
119.5
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
108.3
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
104.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
102.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
96.8
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
92.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
92.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
86.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
85.6
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
84.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
83.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
82.6
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
82.6
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
80.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
80.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
80.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
79.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
79.6
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
79.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
78.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
78.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
78.1
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
77.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
76.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
76.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
76.2
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
73.9
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
72.9
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
72.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
72.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
72.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
72.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
72.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
71.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
71.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
71.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
70.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
70.4
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
70.3
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
70.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
69.3
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
69.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
68.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
68.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
68.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
68.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
67.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
67.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
67.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
67.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
67.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
67.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
67.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
67.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
66.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
66.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
65.9
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
65.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
65.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
65.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
65.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
65.3
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
65.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
65.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
65.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
64.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
64.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
64.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
64.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
64.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
64.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
64.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
64.0
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
63.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
63.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
63.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
63.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
63.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
63.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
63.1
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
62.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
62.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
62.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
62.6
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
62.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
62.5
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
62.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
62.2
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
62.2
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
62.1
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
62.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
62.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
61.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
61.6
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
61.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
60.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
60.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
60.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
60.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
60.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
59.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
59.9
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
59.9
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
59.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
59.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
59.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
59.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
59.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
59.4
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
59.2
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
59.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
59.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
59.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
59.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
59.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
58.8
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
58.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
58.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
58.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
58.4
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
58.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
58.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
58.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
58.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
58.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
58.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
58.2
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
58.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
58.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
57.9
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
57.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
57.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
57.8
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
57.7
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
57.6
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
57.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
57.5
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
57.4
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
57.4
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
57.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
57.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
57.3
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
57.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
57.1
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
56.9
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
56.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
56.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
56.8
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
56.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
56.5
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
56.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
56.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
56.3
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
56.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
55.8
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
55.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
55.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
55.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
55.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
55.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
55.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
55.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
55.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
55.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
55.3
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
55.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
55.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
55.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
55.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
55.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
55.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
54.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
54.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
54.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
54.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
54.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
54.3
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
54.2
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
54.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
54.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
53.9
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
53.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
53.7
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
53.7
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
53.6
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
53.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
53.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
53.4
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
53.3
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
53.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
53.1
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
53.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
53.0
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
52.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
52.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
52.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
52.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
52.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
52.7
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
52.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
52.6
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
52.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
52.5
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
52.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
52.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
52.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
52.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
52.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
52.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
51.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
51.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
51.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
51.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
51.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
51.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
51.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
51.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
51.2
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
51.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
51.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
50.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
50.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
50.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
50.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
50.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
50.8
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
50.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
50.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
50.7
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
50.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
50.5
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
50.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
50.3
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
50.3
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
50.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
50.2
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
50.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
50.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
50.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
49.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
49.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
49.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
49.6
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
49.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
49.6
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
49.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
49.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
49.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
49.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
49.3
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
49.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
49.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
49.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
49.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
49.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
49.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
49.0
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
49.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
48.8
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
48.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
48.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
48.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
48.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
48.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
48.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
48.4
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
48.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
48.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
48.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
48.3
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
48.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
48.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
48.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
47.9
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
47.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
47.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
47.8
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
47.8
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
47.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
47.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
47.4
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
47.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
47.3
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
47.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
47.3
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
47.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
47.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
47.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
46.9
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
46.9
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
46.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
46.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
46.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
46.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
46.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
46.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
46.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
46.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
46.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
46.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
46.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
46.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
46.3
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
46.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
46.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
46.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
46.2
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
46.1
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
46.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
46.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
46.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
46.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
45.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
45.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
45.9
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
45.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
45.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
45.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
45.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
45.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
45.4
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
45.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
45.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
45.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
45.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
45.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
45.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
45.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
44.9
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
44.9
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
44.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
44.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
44.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
44.5
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
44.5
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
44.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
44.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
44.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
44.4
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
44.3
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
44.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
44.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
44.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
44.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
44.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
43.9
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
43.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
43.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
43.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
43.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
43.5
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
43.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
43.4
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
43.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
43.2
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
43.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
43.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
43.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
43.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
42.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
42.9
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
42.8
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
42.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
42.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
42.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
42.5
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
42.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
42.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
42.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
42.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
42.2
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
42.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
42.1
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
42.0
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
41.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
41.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
41.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
41.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
41.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
41.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
41.6
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
41.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
41.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
41.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
41.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
41.1
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
41.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
41.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
40.9
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
40.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
40.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
40.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
40.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
40.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
40.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
40.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
40.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
40.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
40.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
40.5
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
40.4
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
40.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
40.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
40.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
40.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
40.0
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
39.9
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
39.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
39.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
39.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
39.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
39.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
39.0
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
39.0
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
39.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
38.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
38.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
38.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
38.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
38.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
38.4
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
38.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
38.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
38.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
38.0
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
38.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
37.8
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
37.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
37.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
37.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
37.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
37.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
37.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
37.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
37.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
37.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
37.0
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
37.0
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
36.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
36.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
36.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
36.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
36.2
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
36.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
36.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
36.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
35.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
35.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
35.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
35.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
35.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
35.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
35.5
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
35.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
35.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
35.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
35.1
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
35.0
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
35.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
34.9
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
34.6
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
34.6
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
34.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
34.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
34.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
34.0
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
33.8
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
33.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
33.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
33.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
33.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
33.1
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
33.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
32.9
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
32.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
32.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
32.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
32.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
32.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
32.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
32.6
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
32.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
31.9
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
31.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
31.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
31.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
31.4
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
31.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
30.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
30.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
30.3
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
29.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
28.3
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
28.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
28.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
28.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
27.7
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
27.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
27.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
27.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
26.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
26.5
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
26.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
25.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
25.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
24.5
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
24.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
23.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
22.3
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
22.0
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
21.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
20.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
20.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
19.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
19.2
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
14.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 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.
POLR2K 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
61.0
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
129.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
110.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
109.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
101.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
97.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
95.9
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
94.1
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
92.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
89.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
87.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
83.3
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
82.1
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
78.4
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
76.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
76.1
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
75.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
74.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
74.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
73.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
72.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
72.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
71.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
70.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
70.5
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
70.4
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
69.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
69.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
68.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
67.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
67.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
67.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
66.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
66.6
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
66.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
66.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
65.7
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
64.7
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
64.3
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
64.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
63.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
63.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
62.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
62.3
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
61.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
61.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
60.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
59.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
58.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
58.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
58.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
58.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
57.2
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
56.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
56.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
55.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
55.9
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
54.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
53.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
53.3
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
53.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
52.4
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
51.8
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
51.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
51.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
50.9
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
50.7
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
50.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
49.6
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
49.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
48.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
48.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
48.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
48.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
48.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
48.2
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
48.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
47.3
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
46.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
46.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
45.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
45.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
45.0
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
44.9
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
44.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
44.5
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
44.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
44.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
43.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
43.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
43.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
42.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
41.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
41.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
41.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
41.3
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
40.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
40.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
38.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
35.4
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 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.
POLR2K 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
47.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
152.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
132.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
113.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
112.6
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
110.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
101.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
96.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
90.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
88.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
85.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
85.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
80.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
80.0
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
79.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
78.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
78.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
77.2
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
75.7
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
73.8
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
72.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
72.2
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
71.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
71.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
70.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
69.6
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
69.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
68.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
68.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
68.0
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
66.9
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
65.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
64.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
64.4
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
64.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
64.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
64.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
63.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
63.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
63.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
62.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
62.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
62.1
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
61.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
61.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
61.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
61.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
61.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
61.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
60.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
60.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
60.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
59.5
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
59.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
59.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
59.1
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
58.9
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
58.6
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
58.4
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
58.4
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
58.3
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
58.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
57.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
57.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
57.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
56.6
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
56.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
56.5
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
55.9
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
55.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
55.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
55.5
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
55.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
54.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
54.3
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
54.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
54.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
53.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
53.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
53.3
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
53.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
53.0
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
52.9
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
52.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
52.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
52.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
52.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
52.4
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
52.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
51.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
51.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
51.5
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
51.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
51.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
51.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
51.1
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
51.1
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
50.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
50.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
50.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
50.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
50.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
50.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
50.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
50.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
50.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
50.2
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
49.8
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
49.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
49.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
48.9
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
48.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
48.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
48.8
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
48.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
48.5
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
48.4
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
48.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
48.1
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
47.8
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
47.7
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
47.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
47.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
46.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
46.9
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
46.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
46.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
46.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
46.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
46.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
46.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
46.4
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
46.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
46.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
46.3
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
46.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
45.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
45.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
45.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
45.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
45.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
45.3
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
45.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
45.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
44.6
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
44.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
44.4
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
44.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
44.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
44.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
44.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
44.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
44.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
43.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
43.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
43.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
43.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
43.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
43.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
43.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
43.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
42.9
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
42.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
42.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
42.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
42.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
42.4
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
42.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
42.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
42.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
42.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
42.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
41.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
41.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
41.8
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
41.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
41.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
41.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
41.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
41.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
41.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
41.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
40.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
40.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
40.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
40.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
40.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
40.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
40.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
39.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
39.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
38.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
38.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
38.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
38.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
37.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
37.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
37.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
37.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
37.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
37.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
37.7
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
37.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
37.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
37.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
37.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
37.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
37.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
37.2
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
36.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
36.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
36.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
36.2
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
36.1
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
36.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
36.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
35.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
35.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
35.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
35.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
35.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
35.0
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
34.6
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
34.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
34.4
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
34.0
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
33.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
33.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
32.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
32.9
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
32.6
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
32.5
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
32.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
32.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
32.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
32.0
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
31.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
31.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
31.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
30.6
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
30.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
30.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
30.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
29.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
29.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
29.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
28.6
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
28.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
28.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
28.4
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
28.3
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
28.1
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
27.9
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
27.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
26.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
26.5
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
26.2
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
26.0
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
26.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
25.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
25.3
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
25.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
25.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
24.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
24.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
23.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
23.7
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
22.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
22.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
21.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
21.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
21.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
21.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
20.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
20.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
19.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
18.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
18.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
16.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
13.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
12.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
12.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
7.5
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0017850003
Tumor
0.7
CPT0079180003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0012900004
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0024680001
Normal
0.4
CPT0009000003
Tumor
0.4
CPT0013790003
Normal
0.3
CPT0088900003
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0025060001
Normal
0.3
CPT0025580004
Tumor
0.3
CPT0012770003
Normal
0.3
CPT0078530001
Normal
0.3
CPT0086370003
Normal
0.3
CPT0012180003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0079000001
Normal
0.3
CPT0092800003
Normal
0.3
CPT0017410003
Tumor
0.3
CPT0078660003
Tumor
0.3
CPT0009020003
Normal
0.2
CPT0006900003
Tumor
0.2
CPT0077140001
Normal
0.2
CPT0001270001
Normal
0.2
CPT0088780001
Normal
0.2
CPT0021240003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0009060003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0015910003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0092190003
Normal
0.2
CPT0069010001
Normal
0.2
CPT0088480003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0088970003
Tumor
0.2
CPT0079430001
Normal
0.2
CPT0026420001
Normal
0.2
CPT0024670003
Tumor
0.2
CPT0014130001
Normal
0.2
CPT0078990003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0075170001
Normal
0.2
CPT0078840001
Normal
0.2
CPT0081600003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0078800003
Tumor
0.2
CPT0009080003
Normal
0.2
CPT0065870003
Tumor
0.2
CPT0001540009
Tumor
0.2
CPT0020130001
Normal
0.1
CPT0000640003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0079480003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0076330003
Tumor
0.1
CPT0092740003
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0086870003
Tumor
0.1
CPT0078940001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0085670003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0012080003
Tumor
0.1
CPT0088690003
Tumor
0.1
CPT0077500001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0086890003
Normal
0.1
CPT0001340003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0006730001
Normal
0.1
CPT0012570003
Normal
0.1
CPT0012290003
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0010160003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0088500001
Normal
0.1
CPT0000660001
Normal
0.1
CPT0001230001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0092160003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0088570001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0012640003
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0088550004
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0092310003
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0006530001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0065450001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0001550001
Normal
0.0
CPT0071150004
Tumor
0.0
CPT0082010001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0001260009
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0010170001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0086970003
Normal
0.0
CPT0012670003
Tumor
0.0
CPT0063330001
Normal
0.0
CPT0089040001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0084590001
Normal
0.0
CPT0078930003
Tumor
0.0
CPT0025230003
Tumor
0.0
CPT0025920001
Normal
0.0
CPT0001350001
Normal
0.0
CPT0066520001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0069160003
Tumor
0.0
CPT0025110003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0064370003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0025610001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0089460004
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0069190001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0019130003
Tumor
-0.1
CPT0006950001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0075720003
Tumor
-0.1
CPT0075130003
Tumor
-0.1
CPT0002370001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0023360001
Normal
-0.1
CPT0012550003
Tumor
-0.1
CPT0007870001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0079380003
Tumor
-0.1
CPT0065430003
Tumor
-0.1
CPT0025050003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0011410003
Tumor
-0.1
CPT0007860003
Tumor
-0.1
CPT0001220008
Tumor
-0.1
CPT0089480003
Normal
-0.2
CPT0002350011
Tumor
-0.2
CPT0088640003
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0015810003
Tumor
-0.2
CPT0092730003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0065930003
Tumor
-0.2
CPT0007320003
Tumor
-0.2
CPT0086360003
Tumor
-0.3
CPT0001500009
Tumor
-0.3
CPT0002270011
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0006630003
Tumor
-0.3
CPT0065810003
Tumor
-0.4
CPT0092790003
Tumor
-0.4
CPT0078510003
Tumor
-0.5
CPT0075560003
Tumor
-0.5
CPT0020120003
Tumor
-0.5
CPT0023690003
Tumor
-0.6
CPT0014160003
Tumor
-0.6
CPT0065690003
Tumor
-0.7
CPT0081880003
Tumor
-0.7
CPT0025170003
Tumor
-0.8
CPT0065750003
Tumor
-0.8
CPT0025290003
Tumor
-0.9
CPT0092290003
Tumor
-0.9
CPT0077310003
Tumor
-1.0
CPT0086030003
Tumor
-1.0
CPT0015730003
Tumor
-1.2
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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.
The Human Protein Atlas project is funded
