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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.
CD276 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
17.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
40.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
40.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
36.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
33.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
30.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
29.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
28.4
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
28.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
28.3
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
27.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
26.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
26.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
25.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
25.0
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
24.3
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
23.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
22.7
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
22.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
22.4
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
21.1
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
21.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
20.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
20.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
20.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
19.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
19.4
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
19.0
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
18.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
18.2
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
17.1
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
16.9
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
16.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
16.5
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
16.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
16.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
16.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
15.3
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
15.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
15.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
14.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
14.1
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
13.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
13.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
13.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
12.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
12.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
12.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
11.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
11.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
10.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
10.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
10.7
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
10.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
9.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
9.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
3.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
2.4
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
1.9
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
1.9
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
1.4
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
1.1
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CD276 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
24.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
92.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
71.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
69.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
68.5
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
68.0
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
67.8
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
67.4
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
66.8
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
66.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
66.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
62.6
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
62.4
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
61.6
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
61.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
61.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
60.2
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
60.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
59.4
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
58.7
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
58.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
53.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
53.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
53.3
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
52.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
52.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
52.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
51.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
50.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
50.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
50.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
50.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
50.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
50.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
49.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
49.8
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
49.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
47.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
47.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
46.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
46.3
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
46.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
45.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
44.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
44.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
44.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
43.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
43.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
43.7
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
43.4
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
43.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
43.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
43.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
42.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
42.4
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
42.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
41.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
41.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
41.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
41.1
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
41.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
41.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
40.9
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
40.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
40.3
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
40.3
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
40.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
39.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
39.7
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
39.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
39.4
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
39.3
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
39.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
39.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
39.0
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
39.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
38.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
38.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
38.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
38.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
38.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
38.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
38.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
38.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
38.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
37.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
37.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
37.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
37.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
37.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
36.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
36.8
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
36.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
36.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
36.6
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
36.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
36.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
36.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
36.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
36.1
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
36.0
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
35.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
35.5
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
35.1
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
35.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
35.0
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
34.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
34.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
34.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
34.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
34.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
34.5
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
34.4
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
34.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
34.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
34.2
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
33.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
33.7
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
33.5
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
33.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
33.5
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
33.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
33.3
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
33.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
33.1
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
32.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
32.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
32.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
32.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
32.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
32.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
32.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
32.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
32.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
32.0
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
31.8
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
31.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
31.8
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
31.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
31.5
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
31.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
31.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
31.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
30.7
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
30.7
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
30.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
30.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
30.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
30.5
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
30.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
30.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
30.3
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
30.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
30.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
30.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
29.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
29.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
29.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
29.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
29.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
29.7
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
29.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
29.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
29.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
29.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
29.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
29.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
29.0
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
28.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
28.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
28.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
28.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
28.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
28.4
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
28.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
28.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
28.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
27.9
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
27.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
27.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
27.8
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
27.7
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
27.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
27.6
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
27.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
27.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
27.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
27.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
27.2
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
27.0
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
27.0
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
26.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
26.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
26.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
26.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
26.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
26.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
26.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
26.4
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
26.4
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
26.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
26.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
26.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
26.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
26.0
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
26.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
25.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
25.8
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
25.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
25.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
25.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
25.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
25.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
25.6
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
25.6
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
25.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
25.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
25.4
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
25.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
25.2
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
25.2
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
25.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
25.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
25.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
25.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
24.9
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
24.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
24.9
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
24.7
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
24.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
24.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
24.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
24.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
24.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
24.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
24.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
24.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
24.0
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
23.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
23.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
23.7
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
23.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
23.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
23.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
23.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
23.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
23.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
23.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
23.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
23.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
22.8
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
22.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
22.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
22.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
22.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
22.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
22.5
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
22.5
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
22.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
22.4
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
22.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
22.4
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
22.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
22.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
22.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
22.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
22.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
21.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
21.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
21.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
21.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
21.6
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
21.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
21.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
21.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
21.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
21.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
21.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
21.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
21.0
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
21.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
21.0
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
20.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
20.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
20.7
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
20.6
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
20.5
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
20.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
20.4
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
20.4
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
20.4
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
20.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
20.3
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
20.3
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
20.3
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
20.3
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
20.2
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
20.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
20.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
20.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
19.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
19.9
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
19.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
19.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
19.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
19.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
19.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
19.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
19.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
19.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.5
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
19.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
19.5
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
19.4
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
19.2
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
19.2
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
19.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
19.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
19.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
19.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
18.9
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
18.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
18.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
18.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
18.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
18.6
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
18.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
18.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
18.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
18.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
18.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
18.5
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
18.5
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
18.4
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
18.3
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
18.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
18.1
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
18.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
18.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
18.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
18.0
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
18.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
17.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
17.9
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
17.8
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
17.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
17.7
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
17.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
17.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
17.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
17.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
17.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
17.2
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
17.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
17.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
17.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
16.9
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
16.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
16.8
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
16.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
16.6
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
16.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
16.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
16.4
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
16.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
16.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
16.2
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
16.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
16.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
16.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
16.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
16.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
15.9
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
15.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
15.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
15.8
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
15.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
15.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
15.6
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
15.5
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
15.5
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
15.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
15.4
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
15.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
15.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
15.2
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
15.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.1
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
15.1
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
15.1
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
14.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
14.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
14.8
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
14.5
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
14.3
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
14.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
14.3
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
14.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
14.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
14.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
14.1
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
14.1
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
14.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
14.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
14.1
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
13.9
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
13.7
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
13.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
13.4
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
13.3
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
13.3
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
13.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
13.1
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
13.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
13.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
13.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
12.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
12.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
12.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
12.8
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
12.8
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
12.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
12.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
12.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
12.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
12.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
12.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
12.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
12.0
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
12.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
11.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
11.7
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
11.6
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
11.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
11.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
11.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
11.3
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
10.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
10.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
10.4
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
10.4
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
10.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
10.0
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
9.9
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
9.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
9.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
9.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
9.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
9.3
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
9.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
9.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
9.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
9.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
9.0
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
9.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
8.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
8.8
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
8.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
8.8
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
8.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
8.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
8.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
8.3
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
8.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
8.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
8.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
7.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
7.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
7.5
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
7.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
7.2
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
7.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
6.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
6.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
6.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
6.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
6.4
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
6.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
6.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
5.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
5.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
5.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
5.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
5.0
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.4
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
4.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
4.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
4.2
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
4.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
3.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
3.5
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
3.5
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
3.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
3.1
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
3.1
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
3.1
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
2.9
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
2.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
2.6
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
2.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
2.5
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
1.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
1.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
1.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
1.7
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
1.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
1.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
1.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
0.9
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CD276 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
26.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
102.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
86.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
86.0
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
67.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
64.9
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
62.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
49.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
46.4
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
45.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
42.8
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
42.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
39.7
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
39.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
39.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
37.6
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
35.6
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
35.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
34.9
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
34.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
34.6
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
34.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
34.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
33.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
32.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
31.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
31.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
30.3
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
29.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
28.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
28.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
28.4
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
27.4
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
27.2
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
27.1
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
26.9
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
26.5
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
26.5
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
26.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
26.0
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
25.9
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
25.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
25.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
25.2
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
25.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
24.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
24.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
24.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
24.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
23.6
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
23.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
22.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
22.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
21.6
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
21.1
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
21.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
21.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
21.0
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
21.0
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
20.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
20.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
20.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
20.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
20.6
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
20.6
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
20.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
20.1
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
19.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
19.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.0
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
18.9
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
18.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
18.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
18.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
18.0
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
17.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
17.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
17.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
16.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
16.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
16.3
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
16.2
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
16.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
15.1
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
14.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
14.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
13.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
13.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
13.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
13.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
12.2
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
11.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
10.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
9.7
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
8.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
8.6
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
8.1
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
7.2
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
5.9
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
5.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CD276 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.3
Number of samples
282
Samples
Sample
Description
TPM
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
181.4
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
104.1
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
82.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
75.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
68.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
68.1
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
66.9
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
65.2
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
62.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
62.7
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
61.5
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
61.4
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
60.1
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
57.8
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
56.0
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
55.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
54.6
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
54.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
54.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
54.0
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
52.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
50.8
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
50.3
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
50.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
50.1
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
50.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
49.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
48.7
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
48.7
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
48.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
45.9
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
45.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
45.1
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
44.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
44.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
43.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
42.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
41.8
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
41.7
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
40.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
40.9
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
40.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
40.5
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
40.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
40.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
40.0
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
39.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
38.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
38.0
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
37.6
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
36.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
36.5
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
36.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
36.3
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
36.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
36.0
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
35.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
35.8
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
35.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
35.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
34.9
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
34.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
34.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
34.5
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
34.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
34.1
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
33.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
33.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
33.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
32.9
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
32.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
32.8
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
32.3
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
32.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
32.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
31.6
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
31.4
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
31.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
31.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
31.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
30.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
30.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
30.5
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
30.3
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
29.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
28.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
28.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
28.3
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
28.1
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
27.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
27.2
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
27.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
27.1
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
27.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
27.0
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
26.7
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
26.6
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
26.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
26.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
26.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
26.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
26.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
26.0
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
25.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
25.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
25.8
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
25.8
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
25.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
25.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
25.6
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
25.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
25.0
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
24.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
24.6
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
24.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
24.2
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
23.8
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
23.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
23.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
23.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
23.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
23.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
23.4
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
23.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
23.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
22.8
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
22.5
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
22.1
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
22.0
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
21.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
21.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
21.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
21.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
21.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
21.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
20.9
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.3
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
20.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
20.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
20.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
20.1
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
19.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
19.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
19.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
18.6
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
18.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
18.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
18.2
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
18.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
17.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
17.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
17.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
17.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
17.2
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
17.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
17.0
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
17.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
16.8
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
16.2
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
15.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
15.7
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
15.4
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
15.1
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
14.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
14.9
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
14.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
14.8
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
14.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
14.5
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
14.3
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
14.3
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
14.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
14.2
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
13.8
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
13.6
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
13.2
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
12.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
12.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
12.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
12.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
11.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
11.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
10.8
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
10.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
10.4
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
10.0
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
9.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
9.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
9.7
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
9.6
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.4
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
9.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
9.4
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
9.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
9.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
9.0
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
8.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
8.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
7.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
7.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
7.5
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
7.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
7.3
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
6.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
6.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
6.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
6.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
6.0
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
6.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
5.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
5.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
4.9
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
4.9
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
4.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
4.1
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
4.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
3.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
3.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
3.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
3.6
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
3.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
3.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
3.5
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
3.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
3.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
3.1
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
3.0
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
3.0
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
2.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
2.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
2.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
2.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
2.7
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
2.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
2.3
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
2.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
2.1
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
2.1
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
1.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
1.6
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
1.3
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
1.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1.2
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
1.1
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1.1
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1.1
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
0.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
0.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
0.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
0.0
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
0.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
0.0
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
0.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
0.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
0.0
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
0.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
0.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
0.0
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
1.7
CPT0084560003
Tumor
1.1
CPT0088550004
Tumor
1.0
CPT0017850003
Tumor
1.0
CPT0079410003
Tumor
0.9
CPT0089020003
Tumor
0.9
CPT0092730003
Tumor
0.8
CPT0081880003
Tumor
0.8
CPT0077310003
Tumor
0.8
CPT0075130003
Tumor
0.8
CPT0001260009
Tumor
0.8
CPT0025230003
Tumor
0.7
CPT0078510003
Tumor
0.7
CPT0066470004
Tumor
0.7
CPT0065690003
Tumor
0.7
CPT0088480003
Tumor
0.7
CPT0088630003
Tumor
0.7
CPT0023350003
Tumor
0.7
CPT0025050003
Tumor
0.7
CPT0089460004
Tumor
0.6
CPT0025580004
Tumor
0.6
CPT0011410003
Tumor
0.6
CPT0069160003
Tumor
0.6
CPT0006630003
Tumor
0.6
CPT0063630003
Tumor
0.6
CPT0086030003
Tumor
0.6
CPT0012280003
Tumor
0.6
CPT0014160003
Tumor
0.6
CPT0066480003
Tumor
0.6
CPT0065430003
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0076330003
Tumor
0.5
CPT0088760003
Tumor
0.5
CPT0086950003
Tumor
0.5
CPT0086820003
Tumor
0.5
CPT0000640003
Tumor
0.5
CPT0019990003
Tumor
0.5
CPT0015910003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0025880003
Tumor
0.5
CPT0088970003
Tumor
0.4
CPT0012670003
Tumor
0.4
CPT0087040003
Tumor
0.4
CPT0075560003
Tumor
0.4
CPT0014450004
Tumor
0.4
CPT0010160003
Tumor
0.4
CPT0088900003
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0006900003
Tumor
0.4
CPT0025170003
Tumor
0.4
CPT0015810003
Tumor
0.4
CPT0009020003
Normal
0.4
CPT0021240003
Tumor
0.4
CPT0092290003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0086870003
Tumor
0.4
CPT0078800003
Tumor
0.3
CPT0085670003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0064370003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0086360003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0065750003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0069000003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0079230003
Tumor
0.2
CPT0023690003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0071150004
Tumor
0.2
CPT0065930003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0002350011
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0078930003
Tumor
0.2
CPT0081600003
Tumor
0.2
CPT0019130003
Tumor
0.2
CPT0009060003
Tumor
0.2
CPT0015730003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0012920003
Normal
0.1
CPT0026410003
Tumor
0.1
CPT0009000003
Tumor
0.1
CPT0065870003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0077110003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0077490003
Tumor
0.1
CPT0007860003
Tumor
0.1
CPT0001270001
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0012900004
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0002270011
Tumor
0.0
CPT0079180003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0078660003
Tumor
0.0
CPT0078830003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0017450001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0012370003
Tumor
-0.1
CPT0025110003
Tumor
-0.1
CPT0092160003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0065810003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0012770003
Normal
-0.1
CPT0001540009
Tumor
-0.2
CPT0092190003
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0012570003
Normal
-0.2
CPT0084590001
Normal
-0.3
CPT0001510001
Normal
-0.3
CPT0001500009
Tumor
-0.3
CPT0087050003
Normal
-0.3
CPT0018250001
Normal
-0.3
CPT0023360001
Normal
-0.3
CPT0082010001
Normal
-0.3
CPT0000660001
Normal
-0.3
CPT0002370001
Normal
-0.3
CPT0089480003
Normal
-0.4
CPT0001190001
Normal
-0.4
CPT0088780001
Normal
-0.4
CPT0025060001
Normal
-0.4
CPT0025920001
Normal
-0.4
CPT0000890001
Normal
-0.4
CPT0012290003
Normal
-0.4
CPT0010120001
Normal
-0.4
CPT0069190001
Normal
-0.4
CPT0014350001
Normal
-0.4
CPT0077500001
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0088500001
Normal
-0.4
CPT0063330001
Normal
-0.5
CPT0012640003
Normal
-0.5
CPT0078940001
Normal
-0.5
CPT0063640001
Normal
-0.5
CPT0086890003
Normal
-0.5
CPT0012090003
Normal
-0.5
CPT0078840001
Normal
-0.5
CPT0010170001
Normal
-0.5
CPT0006530001
Normal
-0.5
CPT0001230001
Normal
-0.5
CPT0006950001
Normal
-0.5
CPT0078530001
Normal
-0.5
CPT0086830003
Normal
-0.5
CPT0088570001
Normal
-0.5
CPT0065820001
Normal
-0.5
CPT0089040001
Normal
-0.5
CPT0088640003
Normal
-0.5
CPT0026420001
Normal
-0.5
CPT0014470001
Normal
-0.5
CPT0079510001
Normal
-0.6
CPT0088920001
Normal
-0.6
CPT0009080003
Normal
-0.6
CPT0066520001
Normal
-0.6
CPT0019160001
Normal
-0.6
CPT0075570001
Normal
-0.6
CPT0078670001
Normal
-0.6
CPT0020020001
Normal
-0.6
CPT0023710001
Normal
-0.6
CPT0025610001
Normal
-0.6
CPT0017410003
Tumor
-0.6
CPT0079000001
Normal
-0.6
CPT0069010001
Normal
-0.6
CPT0001550001
Normal
-0.6
CPT0077140001
Normal
-0.6
CPT0007870001
Normal
-0.6
CPT0092310003
Normal
-0.6
CPT0086970003
Normal
-0.6
CPT0007470001
Normal
-0.6
CPT0006730001
Normal
-0.7
CPT0075170001
Normal
-0.7
CPT0079300001
Normal
-0.7
CPT0066430001
Normal
-0.7
CPT0092740003
Normal
-0.7
CPT0014130001
Normal
-0.7
CPT0020130001
Normal
-0.7
CPT0065450001
Normal
-0.7
CPT0079430001
Normal
-0.7
CPT0064400001
Normal
-0.7
CPT0076350001
Normal
-0.8
CPT0086370003
Normal
-0.8
CPT0000790001
Normal
-0.8
CPT0001350001
Normal
-0.8
CPT0092800003
Normal
-0.9
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
