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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.
POLR2J 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
68.4
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
213.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
174.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
140.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
127.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
126.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
114.9
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
112.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
110.4
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
96.6
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
96.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
95.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
93.5
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
92.8
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
89.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
88.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
87.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
84.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
82.9
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
82.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
81.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
80.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
80.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
80.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
76.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
75.4
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
74.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
72.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
72.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
72.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
70.5
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
69.6
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
69.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
69.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
66.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
66.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
63.8
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
62.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
61.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
57.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
56.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
55.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
55.1
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
49.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
48.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
46.6
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
45.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
45.2
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
44.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
42.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
36.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
35.3
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
31.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
27.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
26.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
25.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
25.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
24.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
21.9
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
21.7
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
21.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
20.0
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
16.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
12.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 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.
POLR2J is potential prognostic, high expression is unfavorable 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
59.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
247.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
190.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
175.0
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
163.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
159.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
139.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
135.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
131.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
128.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
128.3
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
124.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
123.4
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
119.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
118.4
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
117.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
114.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
113.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
112.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
111.8
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
111.5
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
108.1
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
108.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
105.8
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
104.0
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
98.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
98.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
97.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
97.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
96.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
96.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
95.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
94.6
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
94.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
93.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
92.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
92.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
92.0
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
90.9
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
90.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
90.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
90.3
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
90.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
90.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
90.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
89.3
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
89.2
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
89.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
88.1
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
87.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
87.8
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
87.5
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
87.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
85.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
85.6
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
85.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
84.7
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
84.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
84.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
83.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
83.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
83.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
83.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
82.7
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
82.5
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
82.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
81.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
81.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
81.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
80.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
80.6
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
80.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
80.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
80.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
79.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
79.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
79.5
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
79.5
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
79.0
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
78.9
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
78.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
78.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
78.4
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
77.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
77.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
77.6
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
77.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
77.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
77.0
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
76.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
76.7
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
76.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
76.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
75.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
75.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
75.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
74.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
74.8
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
74.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
74.4
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
74.4
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
74.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
74.2
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
74.2
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
74.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
73.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
73.7
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
73.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
73.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
73.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
72.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
72.8
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
72.7
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
72.4
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
72.4
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
72.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
72.2
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
71.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
71.1
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
70.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
70.9
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
70.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
70.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
70.1
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
69.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
69.3
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
69.0
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
69.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
68.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
68.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
68.4
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
68.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
68.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
67.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
67.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
67.8
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
67.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
67.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
67.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
66.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
66.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
66.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
66.5
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
66.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
66.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
66.3
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
66.2
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
66.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
66.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
65.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
65.7
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
65.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
65.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
65.4
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
65.4
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
65.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
65.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
65.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
65.1
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
65.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
64.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
64.9
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
64.8
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
64.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
64.7
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
64.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
64.4
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
64.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
64.3
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
64.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
64.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
64.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
64.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
63.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
63.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
63.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
63.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
63.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
63.1
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
63.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
62.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
62.9
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
62.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
62.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
62.6
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
62.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
62.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
62.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
62.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
62.4
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
62.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
62.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
62.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
62.0
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
61.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
61.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
61.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
61.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
60.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
60.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
60.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
60.6
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
60.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
60.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
59.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
59.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
59.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
59.5
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
59.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
59.2
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
59.1
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
58.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
58.6
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
58.6
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
58.6
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
58.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
58.4
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
58.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
57.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
57.7
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
57.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
57.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
57.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
57.6
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
57.6
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
57.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
57.5
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
57.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
57.5
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
57.4
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
57.3
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
57.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
57.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
57.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
57.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
56.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
56.8
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
56.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
56.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
56.6
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
56.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
56.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
56.4
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
56.4
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
56.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
56.3
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
56.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
56.1
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
56.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
55.8
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
55.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
55.6
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
55.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
55.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
55.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
55.1
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
55.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
54.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
54.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
54.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
54.6
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
54.4
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
54.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
54.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
54.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
54.1
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
53.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
53.3
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
53.1
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
53.0
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
53.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
52.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
52.9
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
52.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
52.8
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
52.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
52.6
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
52.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
52.3
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
52.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
52.1
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
52.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
52.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
51.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
51.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
51.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
51.5
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
51.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
51.4
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
51.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
51.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
51.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
51.1
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
51.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
51.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
51.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
50.9
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
50.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
50.8
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
50.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
50.8
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
50.6
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
50.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
50.4
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
50.2
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
50.2
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
50.1
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
50.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
50.0
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
49.9
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
49.8
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
49.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
49.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
49.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
49.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
49.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
49.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
49.2
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
49.2
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
49.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
49.1
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
49.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
49.0
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
48.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
48.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
48.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
48.5
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
48.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
48.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
48.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
48.1
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
48.0
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
47.8
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
47.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
47.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
47.5
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
47.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
47.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
47.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
46.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
46.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
46.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
46.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
46.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
46.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
46.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
46.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
46.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
46.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
46.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
46.0
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
45.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
45.9
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
45.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
45.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
45.7
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
45.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
45.4
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
45.4
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
45.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
45.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
45.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
45.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
45.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
45.0
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
44.9
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
44.8
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
44.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
44.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
44.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
44.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
44.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
44.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
44.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
44.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
44.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
44.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
44.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
44.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
44.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
44.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
43.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
43.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
43.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
43.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
43.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
43.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
43.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
43.7
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
43.6
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
43.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
43.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
43.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
43.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
43.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
43.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
42.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
42.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
42.9
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
42.7
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
42.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
42.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
42.4
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
42.4
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
42.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
42.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
41.9
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
41.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
41.8
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
41.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
41.6
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
41.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
41.5
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
41.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
41.5
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
41.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
41.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
40.9
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
40.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
40.9
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
40.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
40.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
40.5
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
40.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
40.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
40.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
40.4
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
40.3
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
40.3
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
40.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
40.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
40.1
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
40.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
40.0
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
39.9
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
39.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
39.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
39.7
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
39.6
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
39.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
39.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
39.6
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
39.5
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
39.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
39.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
39.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
38.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
38.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
38.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
38.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
38.6
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
38.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
38.4
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
38.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
38.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
37.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
37.8
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
37.7
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
37.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
37.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
37.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
37.3
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
37.2
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
37.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
37.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
37.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
37.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
36.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
36.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
36.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
36.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
36.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
36.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
36.3
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
36.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
36.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
35.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
35.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
35.8
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
35.7
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
35.6
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
35.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
35.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
35.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
35.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
35.3
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
35.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
35.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
34.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
34.8
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
34.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
34.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
34.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
34.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
33.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
33.6
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
33.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
33.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
32.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
32.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
32.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
32.4
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
32.2
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
31.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
31.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
30.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
30.4
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
30.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
30.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
29.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
29.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
28.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
27.8
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
27.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
26.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
25.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
22.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
21.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
19.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
10.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 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.
POLR2J 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
65.8
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
146.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
121.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
118.8
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
113.2
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
112.0
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
108.3
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
100.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
99.4
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
96.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
89.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
89.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
89.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
88.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
87.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
86.6
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
84.6
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
83.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
83.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
82.9
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
81.7
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
81.6
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
80.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
80.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
80.4
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
79.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
78.9
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
77.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
76.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
75.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
75.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
74.7
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
74.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
73.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
73.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
73.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
72.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
72.3
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
71.2
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
70.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
70.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
69.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
69.5
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
68.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
66.7
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
66.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
65.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
63.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
63.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
62.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
61.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
61.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
60.6
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
60.1
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
58.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
58.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
57.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
57.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
56.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
55.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
55.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
54.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
54.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
52.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
52.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
52.7
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
52.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
52.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
52.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
51.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
51.5
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
51.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
50.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
50.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
50.6
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
49.6
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
49.4
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
49.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
49.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
48.9
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
48.7
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
48.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
48.6
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
48.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
48.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
46.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
46.8
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
46.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
45.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
44.5
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
44.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
44.0
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
43.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
42.8
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
41.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
39.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
39.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
32.7
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
31.9
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
29.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 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.
POLR2J 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
94.5
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
352.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
319.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
292.6
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
254.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
251.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
246.5
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
246.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
243.4
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
235.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
234.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
226.4
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
225.2
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
212.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
209.1
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
204.8
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
196.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
193.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
186.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
184.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
183.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
182.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
180.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
177.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
171.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
169.8
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
168.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
167.6
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
166.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
165.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
165.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
164.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
161.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
160.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
158.2
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
157.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
157.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
153.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
150.7
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
149.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
147.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
146.6
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
146.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
146.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
145.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
142.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
141.8
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
140.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
140.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
140.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
139.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
139.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
137.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
137.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
136.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
136.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
133.2
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
132.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
132.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
131.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
131.2
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
130.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
130.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
128.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
128.2
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
127.4
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
126.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
126.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
126.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
124.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
124.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
122.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
122.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
121.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
119.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
119.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
119.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
118.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
118.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
116.9
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
116.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
115.7
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
113.4
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
113.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
113.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
113.1
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
112.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
112.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
111.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
111.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
111.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
110.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
110.7
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
109.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
109.6
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
107.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
107.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
107.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
106.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
105.4
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
105.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
104.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
104.7
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
104.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
102.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
102.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
102.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
99.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
99.3
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
99.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
99.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
98.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
98.4
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
98.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
97.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
97.5
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
97.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
97.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
96.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
96.2
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
96.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
94.7
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
93.4
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
92.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
92.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
91.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
91.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
89.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
89.3
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
89.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
88.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
88.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
88.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
87.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
86.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
86.7
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
85.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
85.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
85.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
85.2
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
84.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
83.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
82.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
82.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
82.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
81.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
80.5
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
80.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
79.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
79.0
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
78.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
78.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
78.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
77.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
76.1
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
75.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
75.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
75.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
74.7
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
74.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
74.4
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
74.3
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
73.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
73.3
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
72.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
72.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
72.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
72.6
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
71.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
71.7
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
71.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
71.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
71.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
71.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
71.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
70.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
70.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
69.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
69.7
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
69.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
67.3
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
67.3
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
66.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
66.2
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
66.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
65.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
65.6
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
65.5
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
65.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
64.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
64.5
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
64.1
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
63.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
63.2
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
63.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
62.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
62.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
62.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
62.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
62.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
61.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
61.5
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
60.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
60.4
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
59.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
59.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
59.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
59.1
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
58.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
57.8
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
57.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
55.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
55.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
54.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
53.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
53.1
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
52.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
52.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
51.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
50.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
50.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
50.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
50.2
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
48.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
48.0
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
48.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
47.6
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
46.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
46.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
44.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
44.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
43.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
43.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
43.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
43.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
43.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
42.6
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
42.2
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
41.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
41.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
41.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
40.7
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
40.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
39.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
39.6
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
38.1
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
37.7
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
37.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
34.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
34.3
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
33.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
33.4
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
33.2
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
33.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
32.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
32.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
31.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
31.4
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
30.3
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
30.1
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
29.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
28.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
27.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
27.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
27.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
27.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
26.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.8
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
24.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
23.8
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
22.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
22.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
22.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
21.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
20.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
19.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
18.9
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
18.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
18.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
14.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
11.5
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
10.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
7.3
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0015730003
Tumor
1.1
CPT0015810003
Tumor
1.1
CPT0001500009
Tumor
0.7
CPT0011240003
Tumor
0.7
CPT0011410003
Tumor
0.7
CPT0086030003
Tumor
0.7
CPT0078660003
Tumor
0.7
CPT0025230003
Tumor
0.7
CPT0088480003
Tumor
0.6
CPT0078930003
Tumor
0.6
CPT0077310003
Tumor
0.6
CPT0020120003
Tumor
0.6
CPT0024670003
Tumor
0.6
CPT0075720003
Tumor
0.5
CPT0089020003
Tumor
0.5
CPT0078990003
Tumor
0.4
CPT0088550004
Tumor
0.4
CPT0089460004
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0065750003
Tumor
0.4
CPT0025060001
Normal
0.3
CPT0001540009
Tumor
0.3
CPT0075560003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0065810003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0084590001
Normal
0.3
CPT0092190003
Normal
0.3
CPT0092790003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0079510001
Normal
0.3
CPT0088690003
Tumor
0.3
CPT0021240003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0076330003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0088760003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0006730001
Normal
0.2
CPT0012090003
Normal
0.2
CPT0000870016
Tumor
0.2
CPT0012290003
Normal
0.2
CPT0088630003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0014130001
Normal
0.2
CPT0077490003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0000780007
Tumor
0.2
CPT0023710001
Normal
0.2
CPT0002350011
Tumor
0.2
CPT0001230001
Normal
0.1
CPT0006630003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0023350003
Tumor
0.1
CPT0066480003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0087040003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0079300001
Normal
0.1
CPT0017450001
Normal
0.1
CPT0018250001
Normal
0.1
CPT0001510001
Normal
0.1
CPT0066430001
Normal
0.1
CPT0025920001
Normal
0.1
CPT0065690003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0065930003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0092310003
Normal
0.0
CPT0086820003
Tumor
0.0
CPT0077110003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0001180009
Tumor
0.0
CPT0081880003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0012640003
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0078840001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0092740003
Normal
0.0
CPT0069190001
Normal
0.0
CPT0075570001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0007470001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0078530001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0079000001
Normal
0.0
CPT0087050003
Normal
0.0
CPT0069010001
Normal
0.0
CPT0025050003
Tumor
0.0
CPT0026420001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0086370003
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0082010001
Normal
0.0
CPT0071150004
Tumor
0.0
CPT0017850003
Tumor
0.0
CPT0088970003
Tumor
0.0
CPT0007320003
Tumor
0.0
CPT0015910003
Tumor
0.0
CPT0010110003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0025880003
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0012180003
Tumor
-0.1
CPT0079230003
Tumor
-0.1
CPT0088500001
Normal
-0.1
CPT0076350001
Normal
-0.1
CPT0012080003
Tumor
-0.1
CPT0019990003
Tumor
-0.1
CPT0001340003
Tumor
-0.1
CPT0010120001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0092730003
Tumor
-0.1
CPT0081620001
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0020020001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0079430001
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0063330001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0092160003
Tumor
-0.1
CPT0088710001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0063640001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0025290003
Tumor
-0.2
CPT0025170003
Tumor
-0.2
CPT0075130003
Tumor
-0.2
CPT0007870001
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0075170001
Normal
-0.2
CPT0012550003
Tumor
-0.2
CPT0086950003
Tumor
-0.2
CPT0010170001
Normal
-0.2
CPT0065820001
Normal
-0.3
CPT0069160003
Tumor
-0.3
CPT0012670003
Tumor
-0.3
CPT0006950001
Normal
-0.3
CPT0065430003
Tumor
-0.3
CPT0012570003
Normal
-0.3
CPT0001220008
Tumor
-0.3
CPT0064400001
Normal
-0.3
CPT0088570001
Normal
-0.3
CPT0014160003
Tumor
-0.3
CPT0084560003
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0063320003
Tumor
-0.3
CPT0078670001
Normal
-0.3
CPT0092290003
Tumor
-0.4
CPT0000890001
Normal
-0.4
CPT0066520001
Normal
-0.4
CPT0013790003
Normal
-0.4
CPT0088920001
Normal
-0.4
CPT0012770003
Normal
-0.4
CPT0065450001
Normal
-0.4
CPT0086970003
Normal
-0.4
CPT0001550001
Normal
-0.5
CPT0078940001
Normal
-0.5
CPT0001350001
Normal
-0.5
CPT0020130001
Normal
-0.5
CPT0001260009
Tumor
-0.5
CPT0088640003
Normal
-0.5
CPT0000790001
Normal
-0.6
CPT0000660001
Normal
-0.6
CPT0089480003
Normal
-0.7
CPT0078800003
Tumor
-0.9
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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
