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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.
POFUT2 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
14.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
40.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
35.3
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
33.5
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
33.2
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
31.3
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
30.2
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
26.3
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
25.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
25.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
24.7
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
24.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
24.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
23.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
23.1
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
21.0
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
20.2
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
18.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
18.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
17.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
17.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
17.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
16.7
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
16.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
16.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
16.0
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
15.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
14.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
14.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
14.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
13.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
13.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
13.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
13.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
12.3
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
12.1
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
11.9
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.1
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
10.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
10.5
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
10.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
10.2
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
9.9
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
9.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
8.6
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
8.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
8.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
8.3
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
7.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
7.0
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
6.9
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
6.8
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
6.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
6.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
6.2
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
6.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
5.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
5.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
5.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
5.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
5.2
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
5.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
4.8
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
3.1
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.
POFUT2 is potential prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
142.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
41.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
36.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
35.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
34.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
30.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.8
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
25.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
24.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
24.6
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
23.6
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
23.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
22.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
22.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
22.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
22.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
21.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
21.8
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
21.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
21.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
21.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
20.8
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
20.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
20.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
20.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
20.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
20.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
20.0
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
19.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
19.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
19.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
19.4
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
19.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
19.3
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
19.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
19.2
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
19.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
18.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
18.7
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
18.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
18.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
18.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
18.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
18.2
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
18.2
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
18.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
17.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
17.9
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
17.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
17.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
17.8
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
17.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
17.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
17.8
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
17.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
17.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
17.7
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
17.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
17.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
17.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
17.1
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
17.0
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
16.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
16.8
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
16.8
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
16.8
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
16.7
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
16.5
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
16.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
16.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
16.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
16.2
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
16.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
16.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
16.0
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
16.0
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
16.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
15.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.9
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
15.7
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
15.7
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
15.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
15.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.6
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
15.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
15.4
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
15.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
15.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
15.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
15.3
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
15.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
15.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
15.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
15.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
15.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
15.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
15.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
15.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
15.0
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
14.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
14.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
14.9
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.9
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
14.8
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
14.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
14.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
14.7
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
14.7
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
14.6
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
14.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
14.6
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
14.5
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
14.4
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
14.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
14.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
14.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
14.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
14.4
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
14.3
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
14.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
14.3
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
14.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
14.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
14.3
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
14.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
14.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
14.2
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
14.1
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
14.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
14.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
14.1
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
14.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
14.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
14.0
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
13.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
13.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
13.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
13.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
13.8
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
13.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
13.7
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
13.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
13.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
13.7
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
13.6
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
13.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
13.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
13.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
13.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
13.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
13.5
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
13.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
13.5
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
13.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
13.4
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
13.4
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
13.4
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
13.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
13.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
13.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
13.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
13.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
13.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
13.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
13.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
13.3
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
13.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
13.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
13.2
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
13.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
13.1
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
13.1
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
13.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
13.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
13.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
13.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.1
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
13.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
13.0
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
13.0
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
13.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
13.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
13.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
13.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
12.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
12.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
12.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
12.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
12.9
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
12.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
12.8
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
12.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
12.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
12.8
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
12.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
12.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
12.8
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
12.8
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
12.7
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
12.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
12.7
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
12.7
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
12.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
12.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
12.6
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
12.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
12.6
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
12.6
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
12.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
12.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
12.5
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
12.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
12.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
12.4
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
12.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
12.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
12.4
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
12.3
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
12.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
12.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
12.3
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
12.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
12.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
12.3
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
12.3
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
12.2
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
12.2
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
12.2
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
12.2
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
12.2
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
12.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
12.2
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
12.2
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
12.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
12.2
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
12.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
12.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
12.1
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
12.0
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
12.0
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
12.0
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
12.0
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
11.9
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
11.9
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
11.9
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
11.8
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
11.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
11.8
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
11.8
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
11.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
11.8
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
11.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
11.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
11.7
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
11.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
11.7
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
11.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
11.7
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
11.7
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
11.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
11.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
11.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
11.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
11.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
11.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
11.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
11.6
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
11.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
11.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.6
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
11.6
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
11.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
11.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
11.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
11.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
11.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
11.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
11.5
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
11.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
11.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
11.5
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
11.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
11.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
11.4
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
11.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
11.3
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
11.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
11.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
11.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
11.2
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
11.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
11.1
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
11.1
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
11.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
11.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
11.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
11.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
11.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
11.0
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
11.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
11.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
11.0
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
11.0
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
11.0
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
10.9
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
10.9
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
10.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
10.9
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
10.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
10.8
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
10.8
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
10.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
10.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
10.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
10.8
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
10.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
10.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
10.7
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
10.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
10.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
10.6
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
10.6
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
10.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
10.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
10.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
10.5
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
10.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
10.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
10.5
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
10.5
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
10.5
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
10.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
10.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
10.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
10.4
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
10.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
10.4
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
10.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
10.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
10.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
10.3
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
10.3
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
10.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
10.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
10.2
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
10.2
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
10.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
10.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
10.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
10.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
10.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
10.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
10.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
10.1
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
10.1
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
10.1
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
10.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
10.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
10.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
10.0
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
10.0
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
9.9
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
9.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
9.9
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
9.9
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
9.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
9.9
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
9.8
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
9.8
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
9.8
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
9.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
9.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
9.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
9.7
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
9.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
9.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
9.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
9.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
9.6
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
9.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
9.5
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
9.5
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
9.5
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
9.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
9.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
9.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
9.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.3
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
9.3
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
9.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
9.3
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
9.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
9.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
9.2
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
9.2
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
9.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
9.1
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
9.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
9.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
9.1
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
9.1
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
9.0
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
9.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
9.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
9.0
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
8.9
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
8.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
8.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
8.9
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
8.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
8.8
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
8.8
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
8.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
8.8
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
8.8
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
8.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
8.7
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
8.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
8.5
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
8.5
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
8.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
8.5
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
8.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
8.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
8.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
8.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
8.4
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
8.3
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
8.3
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
8.3
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
8.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
8.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
8.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
8.2
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
8.2
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
8.2
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
8.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
8.1
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.1
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
8.1
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
8.0
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
8.0
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
7.9
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
7.9
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
7.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
7.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
7.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
7.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
7.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
7.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
7.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
7.4
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
7.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
7.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
7.2
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
7.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
7.2
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
7.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
7.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
7.1
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
7.0
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.0
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
7.0
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
6.9
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
6.9
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
6.9
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
6.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
6.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
6.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
6.7
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
6.7
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
6.7
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.6
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
6.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
6.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
6.6
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
6.5
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
6.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
6.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
6.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
6.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
6.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
6.2
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
6.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
6.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
6.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
6.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
5.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
5.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
5.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
5.7
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
5.6
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
5.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
5.5
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
5.4
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
5.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
5.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
5.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
5.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
4.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
4.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
4.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
4.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
4.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
4.1
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
3.9
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.4
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
3.3
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
2.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
2.4
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
1.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
POFUT2 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
15.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
53.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
29.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
28.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
26.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
26.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
24.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
22.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
21.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
21.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
20.9
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
20.7
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
20.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
19.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
19.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
19.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
19.1
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
18.8
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
18.5
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
18.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
18.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
18.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
18.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
17.7
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
17.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
17.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
17.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
17.0
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
16.9
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
16.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
16.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
16.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
16.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
16.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
16.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
15.7
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
15.7
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
15.6
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
15.6
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
15.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
15.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
15.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
15.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
15.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
15.0
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
14.8
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.8
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
14.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
14.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
14.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
14.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
14.4
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
14.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
14.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
14.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
14.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
14.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
13.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
13.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
13.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
13.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
13.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
13.5
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
13.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
13.4
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
13.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
13.2
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
13.1
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
13.1
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
13.0
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
13.0
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
12.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
12.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
12.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
12.8
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
12.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
12.6
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
12.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
12.5
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
12.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
12.2
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
12.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
12.0
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
11.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
11.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
11.8
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
11.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
11.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
11.4
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
11.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
11.3
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
11.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
11.2
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
9.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
9.4
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
9.3
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
9.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
9.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
POFUT2 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
13.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
50.0
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
44.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
37.4
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
36.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
34.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
34.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
33.7
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
32.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
31.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
31.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
29.4
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
29.3
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
29.3
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
28.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
28.6
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
27.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
24.0
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
24.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
23.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
23.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
23.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
23.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
22.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
22.7
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
22.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
22.0
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
21.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
21.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
21.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
21.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
21.1
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
21.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
20.9
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
20.4
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
20.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
20.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
19.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
19.4
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
19.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
19.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
19.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
18.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
18.5
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
18.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
18.3
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
18.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
18.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
18.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
17.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
17.7
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
17.5
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
17.3
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
17.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
17.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
17.2
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
17.2
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
17.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
17.2
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
17.0
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
17.0
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
16.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
16.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
16.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
16.4
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
16.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
16.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
16.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
16.0
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
15.9
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
15.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
15.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
15.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
15.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
15.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
15.7
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
15.6
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
15.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
15.4
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
15.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
15.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
15.4
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
15.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
15.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
15.3
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
15.2
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
15.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
15.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
15.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
14.9
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
14.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
14.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
14.8
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
14.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
14.6
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
14.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
14.4
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
14.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
14.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
14.4
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
14.4
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
14.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
14.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
14.3
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
13.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
13.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
13.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
13.9
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
13.8
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
13.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
13.6
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
13.6
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
13.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
13.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
13.5
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
13.5
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
13.4
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
13.4
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
13.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
13.4
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
13.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
13.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
13.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
13.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
12.9
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
12.8
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
12.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
12.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
12.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
12.4
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
12.4
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
12.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
12.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
12.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
12.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
12.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
12.0
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
11.9
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
11.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
11.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
11.8
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
11.7
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
11.7
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
11.7
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
11.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
11.6
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
11.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
11.5
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
11.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
11.4
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
11.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
11.3
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
11.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
11.2
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
11.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
11.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
11.1
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
11.1
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
11.0
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
11.0
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
10.9
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
10.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
10.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
10.6
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
10.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
10.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
10.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
10.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
10.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
10.5
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
10.5
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
10.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
10.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
10.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
10.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
10.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
10.2
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
10.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
10.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
10.1
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
10.0
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
10.0
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
9.9
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
9.9
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
9.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
9.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
9.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
9.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
9.7
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
9.6
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
9.6
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
9.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
9.6
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
9.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
9.4
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
9.3
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
9.3
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
9.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
9.2
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
9.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
9.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
9.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
9.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
9.1
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
9.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
9.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
9.0
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
9.0
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
8.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
8.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
8.8
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
8.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
8.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
8.7
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
8.7
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
8.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
8.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
8.6
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
8.3
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
8.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
8.3
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
8.2
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
8.1
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
8.0
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
8.0
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
8.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
8.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
7.9
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
7.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
7.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
7.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
7.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
7.8
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
7.8
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
7.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
7.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
7.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
7.6
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
7.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
7.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
7.4
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
7.3
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
7.2
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
7.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
7.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
7.1
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
7.0
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
6.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
6.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
6.8
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
6.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
6.8
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
6.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
6.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
6.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
6.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
6.4
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
6.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
5.9
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
5.8
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
5.8
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
5.7
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
5.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
5.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
4.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
4.9
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
4.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
4.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
4.7
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
4.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
4.3
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
4.2
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
4.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
4.0
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
3.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
3.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
3.2
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
3.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
2.0
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.0
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
1.3
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
1.7
CPT0084560003
Tumor
1.6
CPT0076330003
Tumor
1.5
CPT0011410003
Tumor
1.2
CPT0079270003
Tumor
0.9
CPT0025110003
Tumor
0.8
CPT0001260009
Tumor
0.7
CPT0023350003
Tumor
0.7
CPT0078660003
Tumor
0.7
CPT0012550003
Tumor
0.6
CPT0081880003
Tumor
0.5
CPT0012280003
Tumor
0.5
CPT0063630003
Tumor
0.4
CPT0075130003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0077490003
Tumor
0.4
CPT0086950003
Tumor
0.4
CPT0069160003
Tumor
0.4
CPT0065930003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0078800003
Tumor
0.4
CPT0015730003
Tumor
0.3
CPT0012670003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0081600003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0086820003
Tumor
0.3
CPT0088690003
Tumor
0.3
CPT0088480003
Tumor
0.3
CPT0001500009
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0025290003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0025580004
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0006440003
Tumor
0.2
CPT0000780007
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0066480003
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0092190003
Normal
0.2
CPT0088550004
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0088760003
Tumor
0.2
CPT0021240003
Tumor
0.2
CPT0025230003
Tumor
0.2
CPT0092290003
Tumor
0.2
CPT0077320001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0001180009
Tumor
0.2
CPT0014370004
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0088630003
Tumor
0.2
CPT0010120001
Normal
0.2
CPT0078830003
Tumor
0.1
CPT0019990003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0025170003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0025350003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0014160003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0081990003
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0025050003
Tumor
0.0
CPT0007860003
Tumor
0.0
CPT0001220008
Tumor
0.0
CPT0024680001
Normal
0.0
CPT0001270001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0089460004
Tumor
0.0
CPT0077310003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0024670003
Tumor
0.0
CPT0009060003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0078990003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0012640003
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0087040003
Tumor
0.0
CPT0000870016
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0075170001
Normal
0.0
CPT0079300001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0012180003
Tumor
0.0
CPT0000790001
Normal
0.0
CPT0066520001
Normal
-0.1
CPT0001510001
Normal
-0.1
CPT0006900003
Tumor
-0.1
CPT0014350001
Normal
-0.1
CPT0065690003
Tumor
-0.1
CPT0017410003
Tumor
-0.1
CPT0088970003
Tumor
-0.1
CPT0078510003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0018250001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0000890001
Normal
-0.1
CPT0079180003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0023360001
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0001550001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0065450001
Normal
-0.1
CPT0012920003
Normal
-0.1
CPT0013790003
Normal
-0.1
CPT0063320003
Tumor
-0.1
CPT0019130003
Tumor
-0.1
CPT0069190001
Normal
-0.1
CPT0000660001
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0012770003
Normal
-0.2
CPT0064370003
Tumor
-0.2
CPT0023710001
Normal
-0.2
CPT0088500001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0086830003
Normal
-0.2
CPT0015910003
Tumor
-0.2
CPT0014450004
Tumor
-0.2
CPT0065820001
Normal
-0.2
CPT0006950001
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0001230001
Normal
-0.2
CPT0089480003
Normal
-0.2
CPT0089040001
Normal
-0.2
CPT0025060001
Normal
-0.2
CPT0012290003
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0006530001
Normal
-0.2
CPT0075720003
Tumor
-0.2
CPT0025610001
Normal
-0.2
CPT0002370001
Normal
-0.2
CPT0087050003
Normal
-0.2
CPT0086370003
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0077140001
Normal
-0.2
CPT0014470001
Normal
-0.2
CPT0020130001
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0078840001
Normal
-0.2
CPT0092800003
Normal
-0.2
CPT0086970003
Normal
-0.2
CPT0019160001
Normal
-0.2
CPT0009080003
Normal
-0.2
CPT0075570001
Normal
-0.2
CPT0079380003
Tumor
-0.2
CPT0001190001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0092790003
Tumor
-0.3
CPT0063330001
Normal
-0.3
CPT0014130001
Normal
-0.3
CPT0078670001
Normal
-0.3
CPT0086890003
Normal
-0.3
CPT0069010001
Normal
-0.3
CPT0017450001
Normal
-0.3
CPT0065430003
Tumor
-0.3
CPT0025920001
Normal
-0.3
CPT0001540009
Tumor
-0.3
CPT0088920001
Normal
-0.3
CPT0001350001
Normal
-0.3
CPT0026410003
Tumor
-0.3
CPT0026420001
Normal
-0.3
CPT0078940001
Normal
-0.3
CPT0092740003
Normal
-0.3
CPT0007320003
Tumor
-0.3
CPT0078530001
Normal
-0.4
CPT0079430001
Normal
-0.4
CPT0007870001
Normal
-0.4
CPT0082010001
Normal
-0.4
CPT0088710001
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0092310003
Normal
-0.4
CPT0064400001
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
