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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.
THOP1 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
22.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
97.4
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
53.4
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
44.1
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
41.3
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
37.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
36.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
32.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
32.6
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
32.4
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
31.4
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
31.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
30.9
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
30.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
30.7
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
29.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
28.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
27.2
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
26.7
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
26.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
26.3
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
26.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
26.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
25.4
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
25.3
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
24.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
24.7
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
24.4
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
23.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
23.5
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
21.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
20.1
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
20.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
19.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
19.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
18.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
18.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
18.0
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
18.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
17.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
17.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
16.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
15.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
15.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
15.3
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
14.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
14.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
14.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
13.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
13.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
12.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
12.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
12.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
12.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
12.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
11.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
11.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
10.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
10.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.2
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
9.3
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.2
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
9.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
7.1
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 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.
THOP1 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
14.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
191.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
55.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
52.7
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
30.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
28.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
28.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
27.7
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
27.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
27.3
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
27.2
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
26.8
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
26.3
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
26.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
25.9
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
25.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
25.7
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
25.6
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
25.2
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
25.2
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
24.9
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
24.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
24.7
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
24.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
24.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
24.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
23.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
23.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
23.0
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
22.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
22.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
22.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
22.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
22.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
22.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
22.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
22.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
22.4
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
22.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
22.3
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
22.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
22.0
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
21.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
21.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
21.4
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
21.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
20.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
20.8
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
20.7
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
20.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
20.7
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
20.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
20.7
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
20.6
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
20.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
20.3
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
20.2
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
20.1
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
20.1
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
20.1
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
19.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
19.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
19.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
19.3
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
19.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
19.2
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
19.2
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
19.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
19.2
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
19.2
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
19.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
19.1
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
19.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
19.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
18.9
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
18.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
18.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
18.5
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
18.5
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
18.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
18.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
18.3
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
18.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
18.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
18.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
18.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
18.1
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
18.0
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
18.0
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.9
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
17.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
17.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
17.8
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
17.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
17.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
17.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
17.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
17.6
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
17.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
17.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
17.3
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
17.3
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
17.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
17.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
17.2
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
17.1
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
17.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
17.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
17.0
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
16.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
16.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
16.9
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.9
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
16.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
16.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
16.8
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
16.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
16.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
16.7
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
16.7
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
16.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
16.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
16.6
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
16.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
16.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
16.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
16.4
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
16.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
16.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
16.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
16.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
16.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
16.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
16.1
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
16.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
16.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
16.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
16.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
15.9
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
15.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
15.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
15.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.8
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
15.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
15.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
15.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
15.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
15.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
15.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
15.7
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
15.7
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
15.6
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
15.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
15.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
15.6
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
15.6
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
15.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
15.5
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
15.5
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
15.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
15.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
15.4
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
15.3
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
15.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
15.2
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
15.2
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
15.2
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
15.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
15.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
15.1
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
15.1
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
15.1
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
15.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
15.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
15.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
15.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
15.0
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
15.0
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
15.0
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
14.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
14.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
14.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
14.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
14.8
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
14.8
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
14.8
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
14.7
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
14.7
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.7
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
14.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
14.7
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
14.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
14.6
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
14.6
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
14.6
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
14.6
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
14.5
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.5
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
14.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
14.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
14.4
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
14.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
14.4
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
14.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
14.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
14.3
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
14.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
14.2
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
14.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
14.2
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
14.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
14.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
14.1
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
14.1
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
14.1
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
14.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
14.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
14.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
14.1
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
14.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
14.0
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
14.0
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
13.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
13.9
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
13.8
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
13.8
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
13.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
13.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
13.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
13.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
13.7
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
13.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
13.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
13.7
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
13.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
13.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
13.7
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
13.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
13.7
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
13.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
13.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
13.6
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
13.6
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
13.5
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
13.5
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
13.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
13.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
13.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
13.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
13.4
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
13.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
13.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
13.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
13.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
13.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
13.3
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
13.3
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
13.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
13.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
13.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
13.2
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
13.2
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
13.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
13.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
13.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
13.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
13.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
13.1
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
13.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
13.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
13.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
13.0
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
13.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
13.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
12.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
12.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
12.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
12.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
12.8
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
12.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
12.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
12.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
12.8
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
12.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
12.8
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
12.8
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
12.7
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
12.7
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
12.7
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
12.7
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
12.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.7
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
12.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
12.7
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
12.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
12.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
12.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
12.6
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
12.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
12.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
12.6
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
12.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
12.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
12.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
12.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
12.5
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
12.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
12.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
12.5
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
12.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
12.5
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
12.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
12.5
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
12.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
12.4
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
12.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
12.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
12.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12.4
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
12.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
12.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
12.3
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
12.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
12.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
12.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
12.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
12.2
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
12.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
12.1
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
12.1
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
12.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
12.0
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
12.0
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
12.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
12.0
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
12.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
12.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
12.0
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
11.9
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
11.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
11.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
11.8
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
11.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
11.8
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
11.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
11.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
11.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
11.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
11.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
11.7
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
11.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
11.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
11.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
11.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
11.5
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
11.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
11.5
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
11.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
11.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
11.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
11.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
11.5
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
11.4
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
11.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
11.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
11.4
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
11.3
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
11.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
11.3
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
11.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
11.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
11.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
11.2
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
11.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
11.2
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
11.2
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.2
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
11.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
11.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
11.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
11.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
11.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
11.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
11.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
11.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
11.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
11.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
11.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
11.0
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
10.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
10.9
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
10.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
10.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
10.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
10.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
10.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
10.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
10.7
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
10.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
10.7
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
10.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
10.7
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
10.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
10.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
10.6
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
10.5
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
10.5
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
10.5
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
10.5
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
10.5
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
10.5
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
10.5
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.4
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.4
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
10.4
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
10.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
10.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
10.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
10.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
10.2
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
10.2
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
10.2
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
10.2
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
10.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
10.2
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
10.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
10.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
10.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
10.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
10.0
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
10.0
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
10.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
10.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
10.0
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
10.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
9.9
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
9.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
9.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
9.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
9.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
9.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
9.7
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
9.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
9.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
9.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
9.6
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
9.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
9.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
9.6
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.6
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
9.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
9.3
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
9.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
9.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
9.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
9.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
9.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
9.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
9.1
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.1
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
9.1
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
9.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
9.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
9.0
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
8.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
8.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
8.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
8.9
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
8.9
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
8.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
8.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
8.8
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
8.7
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
8.7
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
8.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.6
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
8.6
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
8.6
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
8.5
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
8.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
8.3
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
8.2
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
8.1
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
8.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
8.0
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
8.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
8.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
7.9
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
7.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
7.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.8
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
7.8
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
7.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.5
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.4
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
7.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
7.4
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
7.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
6.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
6.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
6.6
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
6.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
6.0
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
5.9
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
5.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
5.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.3
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
2.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 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.
THOP1 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
14.2
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
31.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
31.7
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
24.1
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
23.3
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
22.2
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
21.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
21.1
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
20.6
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
20.2
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
20.2
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
20.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
19.6
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
19.6
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
19.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
19.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
19.0
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
18.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
18.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
18.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
18.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
17.8
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
17.6
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
16.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
16.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
16.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
16.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
15.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
15.6
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
15.5
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
15.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
15.3
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
15.2
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
15.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
15.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
15.1
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
15.1
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
15.0
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
14.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
14.9
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.8
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
14.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
14.7
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
14.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
14.5
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
14.4
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
14.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
14.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
14.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
14.3
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
13.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
13.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
13.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
13.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
13.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
13.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
13.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
13.3
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
13.1
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
13.0
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
12.9
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
12.9
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
12.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
12.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
12.6
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
12.6
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
12.6
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
12.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
12.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
12.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
11.8
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
11.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
11.5
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
11.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
11.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
11.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.9
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
10.8
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
10.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
10.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
10.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
10.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
10.0
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
9.9
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
9.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
9.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
9.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
8.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
8.4
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
8.3
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
7.8
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
7.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
6.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
6.8
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
5.6
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
4.6
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
3.9
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
THOP1 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
25.9
Number of samples
282
Samples
Sample
Description
TPM
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
87.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
73.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
69.4
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
69.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
67.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
64.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
63.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
62.5
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
61.1
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
60.7
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
60.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
60.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
58.8
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
57.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
55.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
54.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
50.9
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
50.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
49.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
48.4
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
47.3
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
46.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
45.6
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
45.2
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
44.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
44.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
43.2
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
42.5
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
42.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
42.0
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
41.2
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
40.6
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
40.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
40.3
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
40.1
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
39.9
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
39.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
38.3
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
37.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
37.5
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
37.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
36.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
35.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
35.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
35.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
35.5
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
35.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
34.5
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
34.2
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
34.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
33.8
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
33.7
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
33.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
33.0
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
32.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
32.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
32.4
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
32.3
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
32.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
32.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
31.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
31.2
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
30.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
30.8
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
30.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
30.5
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
30.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
30.1
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
30.0
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
29.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
29.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
29.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
29.5
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
29.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
29.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
29.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
28.8
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
28.4
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
27.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
27.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
27.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
27.8
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
27.7
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
27.7
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
27.6
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
27.6
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
27.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
27.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
27.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
27.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
27.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
26.8
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
26.7
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
26.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
26.4
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
26.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
26.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
25.9
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
25.9
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
25.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
25.7
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
25.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
25.5
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
25.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
25.4
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
25.4
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
25.4
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
25.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
25.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
24.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
24.8
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
24.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
24.8
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
24.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
24.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
24.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
24.6
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
24.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
24.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
24.5
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
24.4
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
24.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
24.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
24.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
24.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
24.2
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
24.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
24.2
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
24.0
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
23.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
23.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
23.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
23.7
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
23.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
23.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
23.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
23.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
23.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
23.4
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
23.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
23.2
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
23.2
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
23.1
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
22.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
22.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
22.9
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
22.8
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
22.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
22.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
22.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
22.5
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
22.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
22.3
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
22.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
22.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
22.1
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
21.8
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
21.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
21.7
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
21.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
21.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
21.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
21.5
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
21.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
21.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
21.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
21.4
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
21.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
21.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
21.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
20.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
20.7
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
20.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
20.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
20.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
20.5
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
20.5
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
20.4
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
20.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
20.3
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
20.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
20.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
20.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
19.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
19.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
19.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
19.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
19.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
19.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
19.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
19.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
19.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
19.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
19.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
19.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
19.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
18.9
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
18.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
18.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
18.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
18.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
18.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
18.6
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
18.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
18.5
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
18.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
18.4
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
18.4
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
18.2
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
18.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
18.2
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
18.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
18.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
18.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
17.9
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
17.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
17.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
17.5
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
17.5
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
17.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
17.1
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
16.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
16.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
16.6
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
16.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
16.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
16.4
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
16.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
16.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
16.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
16.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
16.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
16.1
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
16.0
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
16.0
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
15.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
15.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
15.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
15.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
15.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
15.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
15.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
15.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
15.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
15.3
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
15.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
14.8
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
14.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
14.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
14.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
14.4
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
14.1
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
14.0
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
13.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
13.8
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
13.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
13.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
13.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
12.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
12.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
12.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
12.5
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
12.3
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
12.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
11.9
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
11.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
11.7
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
11.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
11.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
11.0
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
10.8
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
10.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
9.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
9.7
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
9.5
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
9.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
9.3
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
8.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
6.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
3.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
0.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0023350003
Tumor
0.7
CPT0088970003
Tumor
0.7
CPT0078830003
Tumor
0.6
CPT0000870016
Tumor
0.6
CPT0000640003
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0014450004
Tumor
0.5
CPT0001340003
Tumor
0.5
CPT0025880003
Tumor
0.5
CPT0009000003
Tumor
0.5
CPT0001540009
Tumor
0.5
CPT0025230003
Tumor
0.5
CPT0012370003
Tumor
0.5
CPT0002350011
Tumor
0.5
CPT0076330003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0025580004
Tumor
0.4
CPT0065930003
Tumor
0.4
CPT0069000003
Tumor
0.4
CPT0017410003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0007860003
Tumor
0.4
CPT0001220008
Tumor
0.4
CPT0081880003
Tumor
0.4
CPT0001260009
Tumor
0.4
CPT0079380003
Tumor
0.4
CPT0025050003
Tumor
0.3
CPT0019990003
Tumor
0.3
CPT0077490003
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0006630003
Tumor
0.3
CPT0071150004
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0063630003
Tumor
0.3
CPT0010160003
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0092790003
Tumor
0.3
CPT0006440003
Tumor
0.3
CPT0079230003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0078660003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0011240003
Tumor
0.3
CPT0006900003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0014370004
Tumor
0.3
CPT0089460004
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0079410003
Tumor
0.3
CPT0078930003
Tumor
0.3
CPT0092290003
Tumor
0.3
CPT0087040003
Tumor
0.3
CPT0088550004
Tumor
0.3
CPT0019130003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0092160003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0086820003
Tumor
0.2
CPT0065870003
Tumor
0.2
CPT0079270003
Tumor
0.2
CPT0014160003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0085670003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0001500009
Tumor
0.2
CPT0012670003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0084560003
Tumor
0.2
CPT0015810003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0015910003
Tumor
0.2
CPT0066470004
Tumor
0.2
CPT0077310003
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0025290003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0012180003
Tumor
0.1
CPT0009060003
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0065750003
Tumor
0.1
CPT0023690003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0088900003
Tumor
0.1
CPT0065690003
Tumor
0.1
CPT0086870003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0086360003
Tumor
0.1
CPT0081990003
Tumor
0.1
CPT0088760003
Tumor
0.1
CPT0066480003
Tumor
0.0
CPT0086030003
Tumor
0.0
CPT0020120003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0092190003
Normal
0.0
CPT0014470001
Normal
-0.1
CPT0001180009
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0077320001
Normal
-0.1
CPT0000790001
Normal
-0.1
CPT0086950003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0012280003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0009020003
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0007470001
Normal
-0.1
CPT0078840001
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0015730003
Tumor
-0.1
CPT0012920003
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0012570003
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0081620001
Normal
-0.1
CPT0026420001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0075570001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0025060001
Normal
-0.1
CPT0069010001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0088920001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0001510001
Normal
-0.2
CPT0078800003
Tumor
-0.2
CPT0006530001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0075560003
Tumor
-0.2
CPT0086890003
Normal
-0.2
CPT0082010001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0075170001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0001190001
Normal
-0.2
CPT0001550001
Normal
-0.2
CPT0025610001
Normal
-0.2
CPT0079510001
Normal
-0.2
CPT0000660001
Normal
-0.2
CPT0066520001
Normal
-0.2
CPT0078530001
Normal
-0.2
CPT0065820001
Normal
-0.2
CPT0017450001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0000890001
Normal
-0.2
CPT0066430001
Normal
-0.2
CPT0078940001
Normal
-0.2
CPT0010120001
Normal
-0.2
CPT0012640003
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0063330001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0014130001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0010170001
Normal
-0.2
CPT0069190001
Normal
-0.3
CPT0012290003
Normal
-0.3
CPT0086370003
Normal
-0.3
CPT0064400001
Normal
-0.3
CPT0019160001
Normal
-0.3
CPT0079300001
Normal
-0.3
CPT0088780001
Normal
-0.3
CPT0076350001
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0084590001
Normal
-0.3
CPT0063640001
Normal
-0.3
CPT0014350001
Normal
-0.3
CPT0025920001
Normal
-0.3
CPT0092740003
Normal
-0.4
CPT0012770003
Normal
-0.4
CPT0079000001
Normal
-0.4
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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
