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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.
FASTK 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
53.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
129.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
123.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
95.1
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
90.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
90.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
86.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
86.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
82.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
81.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
78.2
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
76.9
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
76.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
74.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
73.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
71.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
71.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
71.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
65.0
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
64.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
63.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
63.8
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
61.1
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
60.9
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
59.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
57.5
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
57.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
56.5
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
56.4
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
56.2
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
55.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
53.6
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
53.4
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
51.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
49.6
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
48.7
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
48.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
48.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
48.0
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
45.1
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
45.0
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
43.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
42.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
41.8
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
41.5
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
40.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
39.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
38.9
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
38.1
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
37.0
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
36.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
36.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
35.6
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
29.8
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
28.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
28.4
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
28.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
27.4
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
23.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
23.7
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
19.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
16.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
11.1
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
9.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 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.
FASTK 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
23.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
174.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
66.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
65.8
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
65.0
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
60.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
58.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
58.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
58.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
56.7
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
53.5
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
51.5
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
48.5
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
48.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
48.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
47.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
47.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
46.8
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
44.3
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
42.9
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
42.9
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
42.8
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
42.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
42.0
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
40.7
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
40.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
40.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
39.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
39.5
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
39.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
39.1
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
38.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
38.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
37.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
37.1
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
37.0
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
36.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
36.7
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
36.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
36.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
36.4
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
36.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
36.1
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
36.0
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
35.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
35.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
34.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
34.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
34.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
34.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
34.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
33.5
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
33.3
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
33.1
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
33.1
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
33.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
32.7
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
32.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
32.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
32.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
32.3
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
32.2
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
32.1
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
32.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
31.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
31.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
30.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
30.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
30.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
30.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
30.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
30.1
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
30.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
29.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
29.8
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
29.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
29.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
29.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
29.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
29.2
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
29.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
29.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
29.0
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
28.8
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
28.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
28.8
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
28.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
28.8
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
28.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
28.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
28.6
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
28.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
28.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
28.3
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
28.2
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
28.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
28.1
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
28.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
28.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
27.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
27.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
27.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
27.3
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
27.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
27.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
27.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
27.1
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
27.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
27.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
27.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
26.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
26.9
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
26.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
26.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
26.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
26.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
26.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
26.6
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
26.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
26.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
26.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
26.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
26.5
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
26.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
26.5
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
26.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
26.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
26.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
26.4
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
26.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
26.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
26.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
26.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
26.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
26.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
26.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
26.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
26.0
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
26.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
25.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
25.7
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
25.7
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
25.7
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.7
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
25.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
25.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
25.5
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
25.5
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
25.4
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
25.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
25.2
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
25.2
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
25.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
25.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
25.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
25.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
25.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
25.0
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
25.0
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
24.9
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
24.8
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
24.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
24.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
24.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
24.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
24.6
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
24.6
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
24.5
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
24.5
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
24.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
24.5
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
24.5
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
24.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
24.4
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
24.4
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
24.4
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
24.3
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
24.3
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
24.3
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
24.2
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
24.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
24.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
24.1
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
24.0
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
24.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
24.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
24.0
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
23.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
23.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
23.9
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
23.9
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
23.9
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
23.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
23.7
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
23.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
23.7
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
23.7
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
23.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
23.5
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
23.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
23.5
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
23.5
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
23.5
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
23.5
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
23.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
23.4
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
23.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
23.3
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
23.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
23.3
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
23.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
23.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
23.2
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
23.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
23.1
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
23.1
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
23.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
22.9
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
22.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
22.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
22.8
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
22.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
22.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
22.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
22.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
22.7
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
22.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
22.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
22.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
22.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
22.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
22.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
22.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
22.5
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
22.4
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
22.3
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
22.3
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
22.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
22.2
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
22.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
22.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
22.1
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
22.1
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
22.1
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
22.1
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
22.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
22.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
22.0
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
22.0
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
21.9
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
21.9
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
21.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
21.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
21.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
21.7
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
21.7
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
21.7
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
21.7
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
21.6
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
21.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
21.6
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
21.5
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
21.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
21.3
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
21.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
21.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
21.1
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
21.1
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
21.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
21.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
21.1
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
21.1
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
21.0
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
21.0
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
20.9
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
20.9
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
20.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
20.8
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
20.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
20.8
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
20.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
20.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
20.7
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
20.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
20.7
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
20.6
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
20.6
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
20.5
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
20.5
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
20.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
20.4
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
20.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
20.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
20.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
20.3
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
20.3
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
20.3
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
20.3
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
20.2
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
20.2
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
20.2
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
20.1
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
20.1
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
20.0
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
20.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
20.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
20.0
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
19.9
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
19.9
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
19.9
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
19.9
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
19.8
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
19.8
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
19.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
19.7
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
19.7
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
19.7
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
19.7
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
19.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
19.6
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
19.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
19.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
19.5
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
19.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
19.3
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
19.3
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
19.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
19.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
19.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
19.0
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
18.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
18.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
18.9
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
18.9
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
18.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
18.8
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
18.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
18.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
18.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
18.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
18.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
18.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
18.6
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
18.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
18.6
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
18.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
18.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
18.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
18.4
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
18.4
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
18.4
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
18.4
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
18.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
18.3
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
18.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
18.2
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
18.2
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
18.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
18.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
18.1
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
18.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
18.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
18.0
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
17.9
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
17.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
17.7
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
17.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
17.6
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
17.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
17.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
17.5
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
17.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
17.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
17.4
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
17.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
17.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
17.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
17.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
17.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
17.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
17.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
17.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
17.0
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
17.0
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
17.0
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
17.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
17.0
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
17.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
16.9
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
16.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
16.9
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
16.9
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
16.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
16.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
16.8
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
16.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
16.8
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
16.8
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
16.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
16.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
16.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
16.6
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
16.6
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
16.6
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
16.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
16.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
16.5
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
16.5
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
16.4
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
16.4
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
16.4
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
16.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
16.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
16.2
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
16.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
16.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
16.1
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
16.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
16.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
16.1
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
16.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
16.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
15.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
15.9
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
15.9
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
15.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
15.7
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
15.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
15.6
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
15.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
15.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
15.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
15.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
15.5
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
15.5
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
15.4
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
15.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
15.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
15.2
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
15.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
15.1
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
15.0
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
15.0
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
15.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
15.0
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
14.9
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
14.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
14.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
14.8
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
14.8
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
14.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
14.7
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
14.7
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
14.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
14.5
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
14.4
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
14.4
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
14.4
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
14.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
14.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
14.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
14.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
14.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
14.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
14.1
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
14.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
14.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
14.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
14.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
14.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
14.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
14.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
13.9
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
13.6
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
13.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
13.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
13.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
13.3
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
13.3
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
13.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
13.2
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
13.1
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
13.0
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
13.0
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
12.9
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
12.8
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
12.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
12.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
12.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
12.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
12.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
12.2
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
12.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
12.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
12.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
12.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
11.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
11.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
11.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
11.5
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
11.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
11.4
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
11.2
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
11.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
10.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
10.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
10.8
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
10.5
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
10.4
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
10.4
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
10.3
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
10.1
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
9.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
9.6
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
9.3
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
7.5
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
6.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
5.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.6
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FASTK 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
25.1
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
99.7
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
45.8
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
44.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
42.3
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
41.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
39.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
38.3
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
38.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
37.9
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
36.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
36.4
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
36.0
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
35.8
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
35.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
34.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
34.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
33.8
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
33.2
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
32.9
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
32.7
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
32.6
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
32.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
32.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
32.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
31.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
31.6
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
31.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
30.8
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
30.1
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
29.8
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
29.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
29.2
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
29.1
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
29.0
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
28.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
27.9
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
27.6
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
26.8
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
26.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
26.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
25.9
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
25.7
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
25.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
25.4
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
24.7
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
24.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
24.2
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
23.5
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
23.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
23.3
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
23.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
22.9
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
22.7
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
22.5
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
21.9
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
21.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
21.8
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
21.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
20.6
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
20.2
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
20.2
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
20.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
20.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
20.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
20.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
19.9
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
19.9
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
19.8
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
19.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
19.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
19.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
19.0
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
18.8
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
18.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
18.3
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
18.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
18.2
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
17.2
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
16.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
16.6
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
15.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
15.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
15.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
14.9
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
14.8
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
14.3
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
13.9
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
13.3
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
12.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
11.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
10.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
10.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
10.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
9.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
9.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
9.2
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
8.4
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FASTK 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
52.2
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
146.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
131.0
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
123.1
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
121.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
118.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
114.2
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
111.3
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
111.1
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
108.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
103.3
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
102.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
102.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
101.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
101.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
99.6
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
99.1
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
98.5
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
97.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
94.2
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
93.4
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
92.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
90.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
87.4
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
86.8
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
86.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
85.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
84.5
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
83.8
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
82.1
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
82.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
81.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
81.7
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
81.5
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
81.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
81.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
80.9
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
80.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
80.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
80.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
78.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
77.9
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
76.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
76.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
75.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
75.6
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
75.3
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
75.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
75.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
75.0
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
74.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
74.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
73.8
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
73.6
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
73.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
72.9
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
72.8
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
72.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
71.2
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
70.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
69.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
69.4
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
68.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
68.5
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
68.0
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
67.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
67.7
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
67.3
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
67.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
67.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
66.8
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
66.5
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
66.2
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
64.8
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
63.8
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
63.5
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
63.2
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
63.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
62.9
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
62.9
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
62.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
62.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
62.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
61.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
61.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
60.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
60.7
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
60.6
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
60.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
59.7
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
59.7
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
59.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
59.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
59.3
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
58.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
58.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
58.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
58.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
58.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
58.2
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
58.1
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
57.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
57.9
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
57.5
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
57.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
57.4
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
57.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
57.3
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
57.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
57.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
56.7
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
56.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
56.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
56.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
56.4
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
56.1
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
55.4
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
55.4
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
55.1
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
54.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
53.8
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
53.7
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
53.4
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
53.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
53.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
53.0
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
52.8
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
52.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
52.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
52.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
51.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
51.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
51.6
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
51.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
51.0
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
50.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
50.4
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
50.3
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
50.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
49.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
49.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
49.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
49.2
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
49.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
48.6
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
48.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
48.2
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
48.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
47.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
47.1
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
46.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
46.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
46.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
46.5
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
46.4
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
46.4
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
46.3
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
46.3
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
46.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
45.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
45.8
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
45.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
45.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
45.0
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
44.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
44.8
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
44.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
43.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
43.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
43.7
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
43.7
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
43.6
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
43.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
43.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
42.8
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
42.7
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
42.7
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
42.6
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
42.6
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
42.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
42.3
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
42.0
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
42.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
41.9
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
41.8
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
41.7
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
41.0
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
40.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
40.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
40.3
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
40.2
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
40.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
39.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
39.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
39.7
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
39.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
39.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
39.2
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
39.1
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
38.7
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
38.7
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
38.2
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
37.9
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
37.8
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
37.6
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
37.4
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
36.8
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
36.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
36.3
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
36.0
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
35.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
35.0
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
34.9
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
34.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
34.5
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
34.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
34.1
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
34.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
33.9
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
33.8
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
33.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
32.8
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
32.2
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
32.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
32.0
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
31.9
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
31.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
31.3
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
30.6
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
30.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
30.4
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
30.1
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
29.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
29.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
29.1
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
28.9
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
28.9
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
28.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
28.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
28.3
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
28.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
28.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
28.0
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
26.6
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
26.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
26.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
26.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
26.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
26.2
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
26.0
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
25.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
24.9
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
24.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
24.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
23.9
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
23.4
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
23.4
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
23.3
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
23.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
23.1
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
22.5
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
22.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
21.9
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
21.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
21.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
21.7
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
21.0
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
19.3
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
18.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
17.9
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
17.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
17.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
16.5
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
15.8
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
13.4
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
10.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
5.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
5.3
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
3.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
0.0
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
0.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 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
