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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.
ANTKMT 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
31.5
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
87.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
79.0
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
72.7
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
72.2
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
63.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
54.2
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
54.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
52.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
51.7
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
49.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
47.8
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
45.6
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
44.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
43.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
40.2
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
38.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
37.6
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
37.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
37.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
36.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
35.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
35.2
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
33.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
32.3
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
31.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
31.8
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
29.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
29.1
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
28.8
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
28.5
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
28.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
28.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
27.7
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
27.7
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
26.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
26.7
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
26.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
26.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
25.9
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
25.8
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
25.8
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
25.8
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
23.4
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
23.0
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
22.5
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
22.0
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
21.9
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
21.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
20.2
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
20.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
19.3
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
18.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
16.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
15.9
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
15.8
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
13.8
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
13.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
12.7
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
11.9
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
11.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
7.9
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
5.0
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
0.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 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.
ANTKMT is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.2
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
56.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
48.4
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
40.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
38.4
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
36.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
36.2
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
33.4
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
33.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
32.7
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
32.4
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
32.3
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
31.0
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
30.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
30.5
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
29.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
29.5
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
29.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
29.3
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
28.7
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
28.1
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
27.9
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
26.3
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
25.9
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
25.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
25.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
24.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
23.9
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
23.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
23.0
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
22.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
22.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
22.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
22.0
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
22.0
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
21.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
21.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
21.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
20.6
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
20.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
20.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
20.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
20.0
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
19.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
19.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
19.8
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
19.8
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
19.6
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
19.5
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
19.5
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
19.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
19.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
19.3
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
19.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
19.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
18.9
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
18.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
18.7
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
18.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
18.5
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
18.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
18.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
18.2
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
18.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
18.1
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
17.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
17.7
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
17.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
17.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
17.2
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
17.1
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
17.0
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
16.9
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
16.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
16.7
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
16.5
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
16.5
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
16.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
16.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
16.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
16.1
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
16.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
16.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
15.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
15.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
15.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
15.7
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
15.6
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
15.6
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
15.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
15.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.5
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
15.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
15.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
15.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
15.3
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
15.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
15.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
15.1
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
15.0
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
15.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
14.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
14.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
14.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
14.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
14.8
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
14.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
14.8
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.7
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
14.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
14.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
14.6
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
14.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
14.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
14.4
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
14.4
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
14.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
14.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
14.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
14.3
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
14.3
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
14.3
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
14.3
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
14.2
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
14.2
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
14.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
14.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
14.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
14.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
13.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
13.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
13.8
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
13.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
13.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
13.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
13.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
13.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
13.6
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
13.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
13.5
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
13.5
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
13.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
13.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
13.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
13.5
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
13.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
13.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
13.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
13.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
13.1
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
13.1
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
13.0
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
13.0
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
13.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
12.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
12.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
12.8
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
12.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
12.8
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
12.8
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
12.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
12.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
12.6
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
12.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
12.5
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
12.5
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
12.5
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
12.5
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
12.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
12.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
12.4
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
12.3
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
12.3
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
12.2
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
12.1
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
12.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
12.1
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
12.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
12.1
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
12.1
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
12.0
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
12.0
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
12.0
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
12.0
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
11.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
11.8
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
11.8
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
11.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
11.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
11.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
11.7
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
11.7
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
11.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
11.6
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
11.6
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
11.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
11.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
11.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
11.5
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
11.5
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
11.3
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
11.2
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
11.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
11.2
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
11.2
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
11.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
11.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
11.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
11.1
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
11.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
11.1
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
11.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
11.1
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
11.1
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
11.0
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
11.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
10.9
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
10.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
10.9
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
10.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
10.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
10.9
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
10.9
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
10.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
10.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
10.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
10.8
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
10.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
10.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.7
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
10.6
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
10.6
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
10.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
10.5
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
10.5
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
10.5
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
10.5
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
10.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
10.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
10.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
10.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
10.4
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
10.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
10.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
10.2
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
10.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
10.1
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
10.1
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
10.1
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
10.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
10.1
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
10.0
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
9.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
9.9
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
9.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
9.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
9.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
9.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
9.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
9.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
9.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
9.5
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
9.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
9.5
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
9.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
9.4
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
9.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
9.4
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
9.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
9.4
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
9.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
9.4
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
9.4
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
9.2
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
9.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
9.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
9.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
9.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
9.1
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
9.1
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
9.1
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
9.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
9.0
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
9.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
9.0
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
9.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
9.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
9.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
9.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
8.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
8.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
8.9
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
8.8
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
8.8
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
8.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
8.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
8.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
8.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
8.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
8.8
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
8.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
8.7
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
8.7
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
8.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
8.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
8.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
8.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
8.6
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
8.6
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
8.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
8.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
8.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
8.5
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
8.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
8.4
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
8.4
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
8.4
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
8.4
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
8.3
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
8.3
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
8.3
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
8.3
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
8.3
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
8.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
8.3
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
8.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
8.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
8.2
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
8.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
8.1
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
8.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
8.0
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
8.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
8.0
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
8.0
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
7.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
7.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
7.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
7.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
7.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
7.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
7.7
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
7.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
7.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
7.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
7.6
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
7.6
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
7.6
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
7.5
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
7.5
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
7.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
7.4
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
7.4
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
7.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
7.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
7.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
7.2
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
7.2
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
7.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
7.2
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
7.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
7.1
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
7.1
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
7.1
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
7.1
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
7.1
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
7.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
7.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
7.0
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
6.9
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
6.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
6.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
6.9
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
6.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
6.8
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
6.8
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
6.8
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
6.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
6.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
6.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
6.8
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
6.7
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
6.7
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
6.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
6.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
6.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
6.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
6.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
6.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
6.6
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
6.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
6.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
6.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
6.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
6.5
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
6.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
6.5
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
6.5
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
6.4
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
6.4
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
6.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
6.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
6.3
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
6.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
6.3
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
6.3
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
6.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
6.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
6.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
6.2
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
6.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
6.2
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
6.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
6.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
6.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
6.1
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
6.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
6.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
6.0
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
6.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
6.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
6.0
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
5.9
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
5.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
5.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
5.9
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
5.9
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
5.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
5.8
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
5.8
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
5.8
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
5.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
5.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
5.7
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
5.7
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
5.7
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
5.7
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
5.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
5.6
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
5.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
5.6
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
5.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
5.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
5.5
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
5.4
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
5.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
5.4
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
5.4
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
5.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
5.4
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
5.4
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
5.3
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
5.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
5.2
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
5.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
5.2
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
5.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
5.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
5.1
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
5.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
5.1
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
5.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
5.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.9
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
4.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
4.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
4.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
4.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
4.8
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
4.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
4.7
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
4.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
4.7
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
4.7
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
4.7
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
4.6
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
4.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
4.5
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
4.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
4.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
4.4
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
4.3
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
4.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
4.3
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
4.3
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
4.3
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
4.2
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
4.2
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
4.1
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
3.9
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
3.8
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
3.8
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
3.8
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
3.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
3.7
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
3.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
3.6
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
3.6
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
3.6
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
3.5
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
3.5
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
3.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
3.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
3.2
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
3.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
3.1
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
3.1
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
3.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
3.0
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
2.4
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
2.3
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
2.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
2.1
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
1.9
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
1.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
1.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
0.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
0.1
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ANTKMT 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
19.7
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
55.1
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
48.6
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
44.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
44.5
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
39.8
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
35.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
35.1
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
34.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
34.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
33.0
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
31.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
30.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
30.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
30.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
29.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
29.0
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
28.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
28.3
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
26.6
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
26.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
25.6
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
25.3
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
25.0
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
25.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
23.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
23.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
22.9
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
22.8
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
22.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
22.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
22.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
22.2
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
21.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
21.4
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
21.4
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
21.4
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
20.6
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
20.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
20.5
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
20.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
20.2
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
19.8
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
19.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
19.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
18.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
18.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
18.5
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
18.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
18.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
18.2
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.9
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
17.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
17.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
17.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
17.3
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
17.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
17.1
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
17.1
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
17.0
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
16.9
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
16.7
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
16.4
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
16.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
15.8
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
15.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
15.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
15.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
15.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
15.0
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
14.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
14.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
14.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.1
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
13.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
13.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
13.7
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
13.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
13.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
13.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
12.5
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
12.4
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
12.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
11.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
11.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
11.0
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
10.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
9.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
9.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
9.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
9.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.6
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
8.5
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
6.9
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
6.4
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
4.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
3.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
2.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
2.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 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.
ANTKMT 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
32.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
110.1
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
103.6
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
100.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
97.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
92.8
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
91.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
81.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
81.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
79.7
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
78.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
77.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
75.5
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
73.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
69.5
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
67.8
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
67.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
65.9
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
65.7
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
65.1
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
64.6
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
64.2
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
62.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
61.8
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
61.3
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
61.1
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
59.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
59.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
58.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
58.3
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
58.1
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
57.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
57.2
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
55.6
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
55.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
54.6
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
54.5
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
54.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
54.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
54.1
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
53.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
53.3
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
52.8
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
52.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
51.2
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
50.5
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
50.2
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
50.1
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
49.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
49.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
49.4
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
49.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
49.3
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
48.2
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
48.2
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
48.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
48.0
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
46.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
46.7
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
46.6
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
46.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
45.8
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
45.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
45.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
44.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
44.0
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
43.9
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
43.3
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
43.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
42.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
42.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
40.6
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
40.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
40.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
40.0
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
40.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
39.4
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
38.8
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
38.8
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
38.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
38.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
38.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
38.0
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
37.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
37.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
37.5
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
37.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
37.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
36.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
36.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
35.5
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
35.4
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
34.8
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
34.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
34.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
34.5
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
34.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
34.4
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
34.4
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
34.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
33.8
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
33.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
33.4
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
33.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
33.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
33.3
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
33.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
33.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
33.0
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
32.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
32.8
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
32.7
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
32.6
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
32.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
32.5
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
32.4
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
32.3
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
31.8
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
31.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
31.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
30.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
30.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
30.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
30.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
30.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
30.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
30.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
30.1
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
29.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
29.5
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
29.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
29.2
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
29.0
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
29.0
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
29.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
28.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
28.8
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
28.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
28.7
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
28.6
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
28.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
28.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
28.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
28.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
27.9
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
27.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
27.7
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
27.7
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
27.4
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
27.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
27.2
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
27.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
27.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
27.1
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
26.6
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
26.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
26.3
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
26.2
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
26.1
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
26.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
26.0
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
26.0
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
25.7
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
25.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
25.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
25.0
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
24.5
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
24.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
24.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
24.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
24.2
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
24.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
24.0
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
24.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
23.3
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
23.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
23.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
23.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
23.2
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
23.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
23.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
23.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
23.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
22.9
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
22.7
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
22.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
22.6
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
22.6
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
22.5
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
22.5
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
22.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
22.1
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
21.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
21.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
21.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
21.1
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
21.0
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
20.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
20.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
20.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
20.8
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
20.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
20.6
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
20.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
20.5
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
20.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
20.4
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
20.2
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
20.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
20.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
19.8
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
19.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
19.5
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
19.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
19.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
19.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
19.1
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
18.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
18.6
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
18.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
18.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
17.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
17.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
17.6
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
17.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
17.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
17.2
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
16.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
16.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
16.2
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
16.0
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
16.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
16.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
15.8
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
15.5
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
15.4
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
15.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
14.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
14.7
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
14.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
14.5
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
14.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
14.2
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
14.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
14.0
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
13.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
13.7
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
13.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
12.8
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
12.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
12.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
11.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
11.9
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
11.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
11.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
11.4
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
11.1
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
10.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
10.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
10.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
10.1
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
10.1
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
8.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
8.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
8.2
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
7.9
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
7.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
6.9
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
5.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
4.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
4.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
4.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
0.9
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
0.0
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
0.0
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
0.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0026410003
Tumor
N/A
CPT0002370001
Normal
N/A
CPT0000790001
Normal
N/A
CPT0019130003
Tumor
N/A
CPT0088570001
Normal
N/A
CPT0065820001
Normal
N/A
CPT0025880003
Tumor
N/A
CPT0076330003
Tumor
N/A
CPT0001180009
Tumor
N/A
CPT0078800003
Tumor
N/A
CPT0078660003
Tumor
N/A
CPT0065690003
Tumor
N/A
CPT0078930003
Tumor
N/A
CPT0011240003
Tumor
N/A
CPT0084560003
Tumor
N/A
CPT0012670003
Tumor
N/A
CPT0002350011
Tumor
N/A
CPT0012920003
Normal
N/A
CPT0064370003
Tumor
N/A
CPT0088900003
Tumor
N/A
CPT0006730001
Normal
N/A
CPT0007870001
Normal
N/A
CPT0087040003
Tumor
N/A
CPT0079380003
Tumor
N/A
CPT0025170003
Tumor
N/A
CPT0024670003
Tumor
N/A
CPT0012640003
Normal
N/A
CPT0078830003
Tumor
N/A
CPT0021240003
Tumor
N/A
CPT0071150004
Tumor
N/A
CPT0089020003
Tumor
N/A
CPT0088970003
Tumor
N/A
CPT0066480003
Tumor
N/A
CPT0000870016
Tumor
N/A
CPT0092790003
Tumor
N/A
CPT0025610001
Normal
N/A
CPT0063330001
Normal
N/A
CPT0001350001
Normal
N/A
CPT0078940001
Normal
N/A
CPT0086830003
Normal
N/A
CPT0088760003
Tumor
N/A
CPT0092190003
Normal
N/A
CPT0002270011
Tumor
N/A
CPT0088550004
Tumor
N/A
CPT0023710001
Normal
N/A
CPT0077140001
Normal
N/A
CPT0025230003
Tumor
N/A
CPT0025050003
Tumor
N/A
CPT0075720003
Tumor
N/A
CPT0012570003
Normal
N/A
CPT0089040001
Normal
N/A
CPT0017850003
Tumor
N/A
CPT0019990003
Tumor
N/A
CPT0012900004
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0023360001
Normal
N/A
CPT0001510001
Normal
N/A
CPT0078840001
Normal
N/A
CPT0010110003
Tumor
N/A
CPT0086890003
Normal
N/A
CPT0092290003
Tumor
N/A
CPT0020120003
Tumor
N/A
CPT0088640003
Normal
N/A
CPT0088500001
Normal
N/A
CPT0069010001
Normal
N/A
CPT0006440003
Tumor
N/A
CPT0063630003
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0086950003
Tumor
N/A
CPT0014350001
Normal
N/A
CPT0014470001
Normal
N/A
CPT0086360003
Tumor
N/A
CPT0069160003
Tumor
N/A
CPT0006950001
Normal
N/A
CPT0007860003
Tumor
N/A
CPT0082010001
Normal
N/A
CPT0079230003
Tumor
N/A
CPT0001340003
Tumor
N/A
CPT0011410003
Tumor
N/A
CPT0079180003
Tumor
N/A
CPT0012080003
Tumor
N/A
CPT0084590001
Normal
N/A
CPT0063640001
Normal
N/A
CPT0009000003
Tumor
N/A
CPT0010170001
Normal
N/A
CPT0079270003
Tumor
N/A
CPT0069190001
Normal
N/A
CPT0001270001
Normal
N/A
CPT0015810003
Tumor
N/A
CPT0025110003
Tumor
N/A
CPT0024680001
Normal
N/A
CPT0012090003
Normal
N/A
CPT0009020003
Normal
N/A
CPT0077310003
Tumor
N/A
CPT0077490003
Tumor
N/A
CPT0014160003
Tumor
N/A
CPT0078530001
Normal
N/A
CPT0020020001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0014370004
Tumor
N/A
CPT0001500009
Tumor
N/A
CPT0081600003
Tumor
N/A
CPT0001190001
Normal
N/A
CPT0088630003
Tumor
N/A
CPT0069000003
Tumor
N/A
CPT0088710001
Normal
N/A
CPT0092160003
Tumor
N/A
CPT0006630003
Tumor
N/A
CPT0001260009
Tumor
N/A
CPT0065750003
Tumor
N/A
CPT0065930003
Tumor
N/A
CPT0012770003
Normal
N/A
CPT0012180003
Tumor
N/A
CPT0017410003
Tumor
N/A
CPT0023350003
Tumor
N/A
CPT0075570001
Normal
N/A
CPT0014130001
Normal
N/A
CPT0078510003
Tumor
N/A
CPT0066470004
Tumor
N/A
CPT0065450001
Normal
N/A
CPT0079000001
Normal
N/A
CPT0092800003
Normal
N/A
CPT0006900003
Tumor
N/A
CPT0015910003
Tumor
N/A
CPT0020130001
Normal
N/A
CPT0089480003
Normal
N/A
CPT0007470001
Normal
N/A
CPT0064400001
Normal
N/A
CPT0088920001
Normal
N/A
CPT0092730003
Tumor
N/A
CPT0077110003
Tumor
N/A
CPT0086030003
Tumor
N/A
CPT0025290003
Tumor
N/A
CPT0012550003
Tumor
N/A
CPT0018250001
Normal
N/A
CPT0017450001
Normal
N/A
CPT0077320001
Normal
N/A
CPT0077500001
Normal
N/A
CPT0092310003
Normal
N/A
CPT0079480003
Tumor
N/A
CPT0006530001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0019160001
Normal
N/A
CPT0081620001
Normal
N/A
CPT0063320003
Tumor
N/A
CPT0078670001
Normal
N/A
CPT0089460004
Tumor
N/A
CPT0007320003
Tumor
N/A
CPT0088690003
Tumor
N/A
CPT0010160003
Tumor
N/A
CPT0014450004
Tumor
N/A
CPT0025920001
Normal
N/A
CPT0076350001
Normal
N/A
CPT0015730003
Tumor
N/A
CPT0025350003
Tumor
N/A
CPT0012370003
Tumor
N/A
CPT0012280003
Tumor
N/A
CPT0009080003
Normal
N/A
CPT0079410003
Tumor
N/A
CPT0075560003
Tumor
N/A
CPT0001230001
Normal
N/A
CPT0079510001
Normal
N/A
CPT0066430001
Normal
N/A
CPT0001540009
Tumor
N/A
CPT0078990003
Tumor
N/A
CPT0065810003
Tumor
N/A
CPT0010120001
Normal
N/A
CPT0086870003
Tumor
N/A
CPT0075170001
Normal
N/A
CPT0000640003
Tumor
N/A
CPT0065870003
Tumor
N/A
CPT0088780001
Normal
N/A
CPT0086970003
Normal
N/A
CPT0079300001
Normal
N/A
CPT0092740003
Normal
N/A
CPT0085670003
Tumor
N/A
CPT0081880003
Tumor
N/A
CPT0013790003
Normal
N/A
CPT0012290003
Normal
N/A
CPT0087050003
Normal
N/A
CPT0009060003
Tumor
N/A
CPT0023690003
Tumor
N/A
CPT0001220008
Tumor
N/A
CPT0088480003
Tumor
N/A
CPT0026420001
Normal
N/A
CPT0079430001
Normal
N/A
CPT0000890001
Normal
N/A
CPT0086370003
Normal
N/A
CPT0025580004
Tumor
N/A
CPT0081990003
Tumor
N/A
CPT0025060001
Normal
N/A
CPT0075130003
Tumor
N/A
CPT0000660001
Normal
N/A
CPT0086820003
Tumor
N/A
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
