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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.
CCDC85B 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
24.0
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
96.0
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
92.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
52.4
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
49.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
49.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
47.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
44.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
37.8
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
37.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
36.7
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
35.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
34.6
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
34.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
33.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
31.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
31.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
31.6
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
29.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
28.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
28.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
27.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
27.1
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
26.7
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
25.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
25.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
24.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
22.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
21.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
20.6
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
19.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
19.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
19.0
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
18.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
17.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
16.4
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
16.2
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
16.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
15.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
15.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
15.4
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
15.2
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
15.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
14.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
14.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
13.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
13.6
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
13.1
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
13.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
12.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
12.5
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
12.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
11.9
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
11.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
11.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
10.9
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
10.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
10.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
10.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
9.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
9.1
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
8.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
7.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
4.4
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 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.
CCDC85B is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.3
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
597.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
144.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
139.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
136.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
134.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
120.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
104.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
100.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
96.9
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
93.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
89.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
87.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
83.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
80.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
80.6
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
80.6
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
80.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
77.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
75.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
75.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
74.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
74.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
74.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
73.7
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
72.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
69.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
69.7
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
69.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
69.0
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
67.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
66.3
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
63.8
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
62.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
62.3
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
62.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
62.0
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
60.8
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
59.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
59.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
58.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
58.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
56.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
55.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
55.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
54.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
53.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
53.0
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
52.4
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
51.8
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
51.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
51.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
50.3
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
50.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
49.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
49.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
48.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
48.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
47.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
47.9
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
47.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
47.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
46.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
46.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
46.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
46.1
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
46.1
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
46.0
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
45.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
45.8
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
45.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
45.5
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
45.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
45.3
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
45.1
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
44.9
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
44.8
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
44.6
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
44.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
44.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
43.7
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
43.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
43.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
42.7
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
42.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
42.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
42.1
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
42.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
41.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
41.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
41.5
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
41.0
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
40.8
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
40.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
40.4
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
40.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
40.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
40.0
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
40.0
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
40.0
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
39.9
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
39.9
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
39.4
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
39.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
39.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
39.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
38.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
38.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
38.5
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
38.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
38.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
37.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
37.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.5
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
37.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
37.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
37.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
37.0
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
36.9
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
36.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
36.5
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
36.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
36.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
36.2
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
36.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
36.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
35.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
35.6
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
35.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
35.3
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
35.2
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
35.0
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
35.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
35.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
35.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
34.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
34.7
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
34.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
34.1
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
33.9
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
33.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
33.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
33.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
33.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
32.9
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
32.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
32.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
32.7
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
32.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
32.5
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
32.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
32.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
32.4
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
32.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
32.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
32.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
32.2
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
32.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
32.1
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
32.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
31.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
31.6
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
31.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
31.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
31.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
30.6
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
30.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
30.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
30.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
30.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
30.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
30.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
29.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
29.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
29.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
29.4
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
29.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
29.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
29.1
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
29.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
29.1
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
29.0
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
28.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
28.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
28.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
28.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
28.4
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
28.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
28.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
28.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
27.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
27.4
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
27.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
26.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
26.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
26.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
26.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
26.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
26.4
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
26.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
26.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
26.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
26.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
26.1
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
26.0
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
25.9
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
25.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
25.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
25.6
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
25.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
25.5
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
25.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
25.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
25.4
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
25.4
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
25.4
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
25.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
25.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
25.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
25.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
24.9
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
24.8
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
24.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
24.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
24.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
24.7
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
24.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
24.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
24.6
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
24.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
24.5
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
24.4
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
24.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
24.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
24.2
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
24.2
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
24.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
24.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
24.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
23.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
23.8
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
23.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
23.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
23.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
23.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
23.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
23.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
23.2
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
23.1
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.1
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
23.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
22.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
22.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
22.6
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
22.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
22.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
22.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
21.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
21.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
21.9
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
21.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
21.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
21.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
21.6
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
21.5
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
21.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
21.2
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
21.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
21.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
21.1
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
20.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
20.8
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
20.8
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
20.6
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
20.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
20.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
20.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
20.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
20.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
20.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
20.1
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
20.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
20.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
19.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
19.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
19.8
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
19.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
19.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
19.8
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
19.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
19.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
19.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
19.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
19.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
19.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
19.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
19.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
19.2
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
19.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
19.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
19.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
19.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
19.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
18.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
18.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
18.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
18.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
18.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
18.7
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
18.6
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
18.4
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
18.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
18.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
18.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
18.2
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
18.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
18.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
18.0
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
17.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
17.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
17.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
17.7
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
17.6
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
17.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
17.4
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
17.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
17.2
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
17.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
17.1
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
17.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
17.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
17.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
17.0
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
17.0
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
17.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
16.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
16.8
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
16.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
16.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
16.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
16.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
16.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
16.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
16.6
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
16.6
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
16.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
16.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
16.5
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
16.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
16.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
16.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
16.2
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
16.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
16.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
15.9
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
15.9
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
15.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
15.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
15.5
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
15.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
15.3
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
15.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
15.3
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
15.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
15.2
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
15.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
15.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
15.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
14.9
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
14.8
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
14.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
14.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
14.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
14.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
14.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
14.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
14.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
14.4
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
14.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
14.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
14.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
14.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.1
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
14.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
13.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
13.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
13.9
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
13.8
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
13.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
13.7
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
13.6
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
13.6
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
13.6
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
13.5
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
13.5
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
13.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
13.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
13.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
13.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
13.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
13.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
13.0
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
12.9
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
12.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
12.6
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
12.6
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
12.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
12.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
12.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
12.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
12.3
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
12.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
12.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
12.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
12.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
12.1
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
12.0
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
11.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
11.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
11.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
11.7
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
11.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
11.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
11.3
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
11.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
11.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
11.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
11.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
11.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
11.0
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
11.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
10.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
10.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
10.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
10.6
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
10.5
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
10.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
10.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
10.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
10.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
10.0
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
10.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
9.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
9.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
9.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
9.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
9.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
9.5
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
9.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
9.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
9.3
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
9.2
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
9.2
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
9.1
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
9.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
9.0
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.0
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
8.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
8.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
8.7
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
8.7
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
8.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
8.6
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
8.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
8.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
8.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
8.1
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
7.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
7.8
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
7.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
7.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.5
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
7.4
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
7.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
7.3
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
7.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.2
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
6.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
6.7
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
6.7
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
6.5
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
6.4
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
6.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
6.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
5.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
5.6
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
5.5
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5.4
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
5.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
5.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
5.1
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
5.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
5.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
4.9
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
4.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
4.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
4.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
4.5
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
4.4
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
4.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
4.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
3.8
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
3.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
3.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
2.9
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
2.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
1.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
0.6
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.
CCDC85B 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
49.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
208.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
182.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
131.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
110.9
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
98.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
85.5
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
84.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
78.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
76.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
74.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
73.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
73.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
69.5
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
66.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
65.9
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
65.8
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
65.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
65.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
65.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
65.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
63.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
62.8
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
62.5
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
59.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
58.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
57.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
56.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
55.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
54.8
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
54.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
54.6
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
54.2
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
53.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
53.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
52.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
52.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
52.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
52.0
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
51.5
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
51.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
51.3
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
50.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
50.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
49.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
49.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
49.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
48.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
46.9
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
46.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
46.5
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
46.2
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
45.3
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
44.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
43.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
43.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
42.4
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
41.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
41.6
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
41.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
40.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
39.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
38.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
38.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
38.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
37.8
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
37.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
36.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
35.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
35.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
35.4
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
35.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
35.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
35.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
34.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
34.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
33.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
33.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.6
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
32.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
32.4
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
31.4
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
30.4
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
30.2
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
28.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
26.1
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
24.4
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
22.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
22.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
21.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
21.4
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
19.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
18.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
15.8
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
15.3
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
14.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
13.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
12.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
8.7
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
7.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 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.
CCDC85B is potential prognostic, high expression is unfavorable 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
16.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
111.5
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
74.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
68.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
67.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
63.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
63.2
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
59.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
59.0
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
54.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
53.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
53.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
52.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
44.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
43.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
42.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
41.3
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
38.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
37.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
33.9
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
32.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
32.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
31.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
30.9
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
30.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
29.8
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
29.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
29.2
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
29.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
28.7
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
28.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
28.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
28.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
27.8
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
27.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
27.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
27.1
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
27.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
26.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
26.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
26.5
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
25.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
25.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
25.0
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
24.6
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
24.2
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
24.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
24.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
23.9
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
23.7
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
23.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
23.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
22.6
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
22.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
22.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
22.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
22.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
22.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
22.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
22.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
22.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
21.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
21.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
21.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
21.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
21.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
21.5
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
21.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
21.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
21.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
21.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
21.1
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
21.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
21.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
20.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
20.7
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
20.7
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
20.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
20.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
20.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
20.2
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
19.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
19.9
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
19.4
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
18.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
18.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
18.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
18.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
18.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
18.5
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
18.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
18.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
18.2
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
18.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
18.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
18.1
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
18.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
18.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
17.7
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
17.4
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
17.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
17.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
17.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
17.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
17.2
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
17.1
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
17.0
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
16.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
16.7
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
16.7
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
16.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
16.2
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
16.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
15.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
15.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
15.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
15.4
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
15.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
15.2
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
15.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
15.1
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
15.1
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
15.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
14.9
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
14.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
14.6
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
14.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
14.3
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
14.2
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
14.2
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
14.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
14.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
13.8
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
13.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
13.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
13.7
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
13.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
13.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
13.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
13.4
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
13.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
13.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
13.2
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
13.2
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
13.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
13.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
12.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
12.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
12.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
12.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
12.5
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
12.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
12.4
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
12.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
12.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
12.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
12.2
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
12.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
12.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
12.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
12.0
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
11.8
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
11.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
11.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
11.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
11.7
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
11.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
11.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
11.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
11.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
11.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
11.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
11.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
10.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
10.8
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
10.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
10.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
10.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
10.7
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
10.7
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
10.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
10.5
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
10.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
10.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
10.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
10.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.2
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
10.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
10.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
10.1
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
10.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
9.9
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
9.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
9.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
9.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
9.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
9.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
9.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.4
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
9.3
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
9.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
9.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
9.1
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
9.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
9.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
9.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
9.0
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
9.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
9.0
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
9.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
8.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
8.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
8.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
8.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
8.6
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
8.4
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
8.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
8.4
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
8.3
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
8.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
8.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
8.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
8.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
8.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
8.1
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
7.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
7.8
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
7.6
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
7.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
7.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
7.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
7.4
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
7.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
7.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
7.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
7.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
6.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
6.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
6.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
6.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
6.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
6.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
6.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
6.2
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
6.2
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
5.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
5.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
5.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
5.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
5.7
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
5.4
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
5.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
5.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
5.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
4.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
4.7
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
4.6
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
4.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
4.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
4.4
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
4.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
4.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
3.9
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
3.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
3.5
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.4
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
3.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
3.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
3.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
3.0
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
3.0
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
0.0
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0089020003
Tumor
0.9
CPT0088920001
Normal
0.8
CPT0001340003
Tumor
0.7
CPT0012080003
Tumor
0.6
CPT0010160003
Tumor
0.6
CPT0079230003
Tumor
0.6
CPT0011240003
Tumor
0.6
CPT0012900004
Tumor
0.6
CPT0014370004
Tumor
0.6
CPT0085670003
Tumor
0.6
CPT0078660003
Tumor
0.6
CPT0088570001
Normal
0.6
CPT0075130003
Tumor
0.6
CPT0066470004
Tumor
0.6
CPT0009000003
Tumor
0.5
CPT0002270011
Tumor
0.5
CPT0014470001
Normal
0.5
CPT0077310003
Tumor
0.5
CPT0088760003
Tumor
0.5
CPT0079480003
Tumor
0.5
CPT0077140001
Normal
0.5
CPT0088630003
Tumor
0.5
CPT0009060003
Tumor
0.4
CPT0000870016
Tumor
0.4
CPT0007870001
Normal
0.4
CPT0006630003
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0076350001
Normal
0.4
CPT0086030003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0077490003
Tumor
0.3
CPT0078830003
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0012370003
Tumor
0.3
CPT0078510003
Tumor
0.3
CPT0017410003
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0063320003
Tumor
0.3
CPT0082010001
Normal
0.2
CPT0087040003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0086950003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0089480003
Normal
0.2
CPT0023690003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0078840001
Normal
0.2
CPT0079180003
Tumor
0.1
CPT0021240003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0087050003
Normal
0.1
CPT0025230003
Tumor
0.1
CPT0000640003
Tumor
0.1
CPT0064370003
Tumor
0.1
CPT0012550003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0079300001
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0026410003
Tumor
0.1
CPT0086870003
Tumor
0.0
CPT0088480003
Tumor
0.0
CPT0069160003
Tumor
0.0
CPT0023360001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0063630003
Tumor
0.0
CPT0023710001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0010170001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0079510001
Normal
-0.1
CPT0064400001
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0001180009
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0092190003
Normal
-0.1
CPT0012670003
Tumor
-0.1
CPT0066430001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0019160001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0001350001
Normal
-0.1
CPT0079410003
Tumor
-0.2
CPT0069190001
Normal
-0.2
CPT0012280003
Tumor
-0.2
CPT0077320001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0025920001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0014450004
Tumor
-0.2
CPT0078670001
Normal
-0.2
CPT0012920003
Normal
-0.2
CPT0018250001
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0007860003
Tumor
-0.2
CPT0012640003
Normal
-0.2
CPT0012090003
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0017850003
Tumor
-0.2
CPT0009020003
Normal
-0.2
CPT0002370001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0088970003
Tumor
-0.3
CPT0086890003
Normal
-0.3
CPT0089040001
Normal
-0.3
CPT0026420001
Normal
-0.3
CPT0079270003
Tumor
-0.3
CPT0023350003
Tumor
-0.3
CPT0088710001
Normal
-0.3
CPT0013790003
Normal
-0.3
CPT0001260009
Tumor
-0.3
CPT0088500001
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0077110003
Tumor
-0.3
CPT0088900003
Tumor
-0.4
CPT0012180003
Tumor
-0.4
CPT0015730003
Tumor
-0.4
CPT0020130001
Normal
-0.4
CPT0088550004
Tumor
-0.4
CPT0024670003
Tumor
-0.4
CPT0012770003
Normal
-0.5
CPT0024680001
Normal
-0.5
CPT0012570003
Normal
-0.6
CPT0020120003
Tumor
-0.7
CPT0078800003
Tumor
-0.8
CPT0076330003
Tumor
-0.8
CPT0000790001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0065690003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0001510001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0092290003
Tumor
N/A
CPT0069010001
Normal
N/A
CPT0001550001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0011410003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0025110003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0066520001
Normal
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0014130001
Normal
N/A
CPT0065450001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0007470001
Normal
N/A
CPT0025290003
Tumor
N/A
CPT0092310003
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0081620001
Normal
N/A
CPT0007320003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0065870003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
