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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.
SHKBP1 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
32.8
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
88.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
70.6
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
60.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
58.5
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
54.6
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
52.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
49.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
48.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
47.9
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
46.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
46.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
46.2
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
45.4
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
44.0
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
41.9
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
41.4
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
40.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
39.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
39.5
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
39.1
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
38.9
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
37.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
37.6
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
37.4
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
35.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
34.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
34.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
34.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
33.6
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
32.3
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
31.0
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
30.8
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
30.6
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
30.2
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
30.1
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
29.4
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
29.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
29.3
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
28.5
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
28.1
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
28.1
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
27.2
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
26.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
26.3
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
26.3
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
25.9
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
25.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
23.5
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
23.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
22.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
20.4
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
20.3
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
18.9
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
18.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
17.7
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
17.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
17.5
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
15.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
15.2
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
13.2
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
12.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
3.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
3.5
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 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.
SHKBP1 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
27.7
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
134.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
100.0
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
72.0
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
66.8
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
65.2
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
58.9
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
57.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
56.8
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
53.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
53.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
50.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
48.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
48.0
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
47.8
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
47.6
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
46.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
46.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
46.2
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
46.0
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
45.5
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
45.1
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
44.6
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
44.0
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
43.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
43.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
43.7
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
43.4
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
43.4
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
43.2
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
43.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
42.1
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
42.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
42.0
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
42.0
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
42.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
41.4
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
41.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
41.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
40.5
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
40.4
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
40.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
40.2
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
40.1
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
39.8
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
39.4
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
39.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
39.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
39.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
39.0
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
38.8
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
38.8
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
38.6
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
38.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
38.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
38.3
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
38.3
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
38.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
38.0
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
38.0
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
38.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
38.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
37.5
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
37.5
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
37.4
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
37.4
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
37.4
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
37.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
37.1
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
36.9
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
36.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
35.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
35.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
35.6
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
35.5
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
35.5
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
35.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
35.4
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
35.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
35.3
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
35.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
35.1
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
35.1
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
34.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
34.9
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
34.7
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
34.7
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
34.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
34.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
34.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
34.6
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
34.6
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
34.5
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
34.5
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
34.4
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
34.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
34.3
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
34.3
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
34.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
34.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
34.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
33.8
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
33.8
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
33.8
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
33.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
33.7
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
33.7
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
33.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
33.5
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
33.4
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
33.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
33.1
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
33.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
32.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
32.9
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
32.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
32.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
32.8
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
32.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
32.6
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
32.5
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
32.4
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
32.3
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
32.3
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
32.2
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
32.2
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
32.2
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
32.2
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
32.1
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
32.1
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
32.1
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
32.0
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
32.0
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
32.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
31.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
31.8
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
31.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
31.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
31.6
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
31.5
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
31.3
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
31.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
31.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
30.9
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
30.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
30.8
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
30.8
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
30.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
30.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
30.6
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
30.6
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
30.6
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
30.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
30.6
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
30.5
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
30.5
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
30.4
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
30.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
30.3
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
30.3
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
30.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
30.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
30.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
30.2
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
30.1
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
30.1
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
30.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
30.0
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
29.9
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
29.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
29.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
29.7
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
29.7
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
29.6
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
29.6
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
29.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
29.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
29.3
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
29.3
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
29.3
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
29.2
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
29.1
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
29.1
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
29.0
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
29.0
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
29.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
29.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
28.9
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
28.9
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.9
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
28.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
28.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
28.8
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
28.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
28.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
28.8
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
28.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
28.7
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
28.6
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
28.6
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
28.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
28.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
28.4
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
28.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
28.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
28.2
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
28.2
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
28.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
28.1
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
28.1
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
28.1
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
28.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
28.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
27.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
27.9
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
27.9
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
27.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
27.8
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
27.8
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
27.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
27.7
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
27.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
27.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
27.7
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
27.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
27.6
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
27.6
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
27.6
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
27.6
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
27.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
27.5
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
27.5
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
27.5
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
27.5
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
27.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
27.4
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
27.3
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
27.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
27.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
27.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
27.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
27.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
27.1
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
27.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
27.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
27.0
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
26.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
26.9
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
26.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
26.8
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
26.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
26.7
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
26.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
26.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
26.6
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
26.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
26.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
26.6
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
26.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
26.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
26.4
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
26.4
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
26.4
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
26.3
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
26.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
26.3
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
26.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
26.3
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
26.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
26.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
26.2
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
26.1
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
26.1
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
26.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
26.1
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
26.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
26.0
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
26.0
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
25.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
25.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
25.9
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
25.8
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
25.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
25.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
25.8
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
25.7
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
25.7
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
25.7
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
25.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
25.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
25.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
25.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
25.5
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
25.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
25.5
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
25.5
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
25.5
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
25.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
25.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
25.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
25.3
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
25.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
25.3
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
25.2
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
25.2
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
25.2
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
25.2
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
25.2
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
25.0
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.0
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
24.8
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
24.8
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
24.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
24.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
24.7
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
24.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
24.7
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
24.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
24.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
24.6
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
24.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
24.5
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
24.5
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
24.5
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
24.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
24.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
24.4
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
24.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
24.4
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
24.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
24.3
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
24.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
24.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
24.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
24.2
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
24.1
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
24.1
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
24.1
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
24.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
24.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
23.9
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
23.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
23.9
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
23.9
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
23.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
23.7
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
23.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
23.7
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
23.7
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
23.6
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
23.6
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
23.6
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
23.6
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
23.6
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
23.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
23.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
23.3
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
23.3
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
23.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
23.1
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
23.1
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
23.1
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
23.1
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
23.0
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
23.0
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
23.0
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
23.0
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
22.9
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
22.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
22.8
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
22.8
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
22.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
22.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
22.6
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
22.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
22.4
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
22.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
22.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
22.4
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
22.4
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
22.3
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
22.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
22.3
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
22.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
22.2
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
22.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
22.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
22.0
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
22.0
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
21.9
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
21.9
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
21.9
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
21.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
21.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
21.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
21.6
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
21.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
21.5
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
21.4
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
21.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
21.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
21.4
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
21.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
21.3
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
21.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
21.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
21.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
21.1
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
21.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
20.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
20.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
20.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
20.9
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
20.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
20.8
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
20.8
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
20.7
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
20.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
20.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
20.7
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
20.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
20.6
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
20.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
20.4
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
20.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
20.3
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
20.2
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
20.2
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
20.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
20.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
20.0
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
20.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
20.0
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
20.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
19.9
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
19.9
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
19.6
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
19.6
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
19.6
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
19.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
19.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
19.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
19.4
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.4
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
19.4
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
19.3
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
19.3
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
19.2
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
19.2
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
19.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
19.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
19.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
19.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
19.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
18.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
18.9
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
18.8
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
18.8
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
18.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
18.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
18.6
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
18.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
18.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
18.5
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
18.4
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
18.3
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
18.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
18.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
18.0
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
18.0
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
18.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
17.9
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
17.9
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
17.8
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
17.8
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
17.7
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
17.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
17.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
17.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
17.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
17.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
17.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
17.2
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
17.0
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
16.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
16.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
16.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
16.6
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
16.5
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
16.5
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
16.5
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
16.4
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
16.2
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
15.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
15.7
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
15.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
15.5
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
15.4
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
15.2
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
15.0
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
14.7
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
14.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
13.8
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
13.8
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
13.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
13.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
13.4
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
13.3
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
13.3
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
13.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
13.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
13.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
13.0
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
12.7
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
11.9
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
9.9
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
8.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
7.3
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
6.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
5.6
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.
SHKBP1 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
27.9
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
59.2
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
54.9
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
54.5
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
50.0
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
48.1
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
46.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
45.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
43.6
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
43.4
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
41.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
41.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
39.8
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
39.7
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
38.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
38.7
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
38.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
34.8
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
34.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
34.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
33.8
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
33.6
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
33.5
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
33.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
33.2
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
32.1
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
32.1
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
32.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
31.7
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
31.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
30.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
30.1
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
30.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
29.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
29.5
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
29.5
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
29.4
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
29.0
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
28.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
28.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
28.4
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
28.4
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
28.2
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
27.9
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
27.9
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
27.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
27.6
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
27.6
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
27.6
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
27.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
26.6
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
26.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
26.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
26.1
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
25.9
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
25.5
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
25.4
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
25.3
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
24.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
24.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
24.2
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
24.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
23.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
23.8
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
23.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
23.5
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
23.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
23.4
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
23.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
23.0
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
23.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
22.6
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
22.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
22.2
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
22.0
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
21.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
21.7
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
21.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
21.0
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
20.8
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
20.8
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
20.5
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
20.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
20.0
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
19.7
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
19.7
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
19.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
19.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
19.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
19.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
18.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
17.7
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
17.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
16.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
14.6
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
14.3
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
13.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
13.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
12.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
11.1
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 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.
SHKBP1 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
48.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
112.7
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
107.5
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
104.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
98.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
97.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
94.5
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
93.3
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
92.2
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
91.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
91.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
88.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
87.3
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
87.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
86.2
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
85.6
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
85.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
84.6
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
83.8
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
83.8
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
83.3
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
83.3
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
82.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
82.1
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
81.8
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
81.1
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
80.0
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
78.8
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
78.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
77.1
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
76.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
75.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
75.7
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
75.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
74.2
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
72.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
71.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
70.9
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
70.8
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
70.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
70.3
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
70.0
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
69.8
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
68.9
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
67.4
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
67.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
66.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
66.7
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
66.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
66.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
66.1
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
65.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
65.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
64.8
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
64.1
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
63.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
62.8
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
62.6
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
62.4
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
62.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
62.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
61.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
61.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
60.8
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
60.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
60.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
60.2
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
59.9
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
59.8
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
59.6
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
59.6
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
59.0
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
59.0
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
58.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
57.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
57.6
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
57.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
57.3
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
56.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
56.8
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
56.7
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
56.3
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
56.1
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
56.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
55.6
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
55.5
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
55.4
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
55.0
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
54.6
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
54.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
54.4
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
54.4
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
54.2
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
53.9
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
53.7
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
53.7
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
53.6
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
53.5
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
53.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
53.0
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
52.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
52.5
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
52.5
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
52.3
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
52.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
51.7
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
51.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
51.3
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
51.3
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
50.9
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
50.8
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
50.6
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
50.4
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
50.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
50.1
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
49.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
49.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
49.1
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
48.9
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
48.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
48.9
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
48.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
48.8
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
48.2
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
47.7
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
47.7
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
47.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
47.7
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
47.5
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
47.4
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
47.2
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
47.2
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
47.0
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
46.9
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
46.5
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
46.4
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
45.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
45.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
45.7
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
45.7
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
45.3
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
45.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
45.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
44.9
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
44.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
44.7
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
44.6
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
44.4
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
44.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
44.4
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
44.2
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
44.2
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
44.1
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
44.0
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
43.9
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
43.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
43.5
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
43.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
43.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
43.4
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
43.4
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
42.8
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
42.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
42.6
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
42.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
42.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
42.1
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
42.0
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
41.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
41.9
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
41.8
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
41.6
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
41.4
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
41.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
40.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
40.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
40.8
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
40.6
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
40.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
40.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
39.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
39.5
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
39.4
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
39.3
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
39.3
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
39.2
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
39.2
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
39.1
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
39.1
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
39.0
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
39.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
38.6
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
38.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
37.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
37.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
37.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
37.4
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
37.2
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
36.7
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
36.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
36.5
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
36.4
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
36.3
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
36.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
36.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
35.8
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
35.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
35.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
35.6
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
35.5
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
35.5
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
34.5
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
34.4
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
34.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
34.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
34.2
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
34.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
34.0
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
33.6
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
33.3
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
33.1
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
33.0
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
32.9
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
32.5
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
32.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
31.9
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
31.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
31.9
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
31.8
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
31.8
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
31.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
31.5
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
31.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
31.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
31.2
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
30.8
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
30.2
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
30.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
29.7
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
29.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
29.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
28.5
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
28.5
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
28.2
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
28.0
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
27.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
27.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
26.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
26.1
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
25.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
25.5
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
25.4
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
24.6
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
24.5
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
24.4
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
24.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
24.0
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
23.4
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
23.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
22.9
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
22.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
22.1
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
21.7
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
21.6
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
21.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
20.1
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
20.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
20.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
19.5
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
19.2
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
18.9
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
17.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
17.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
17.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
14.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
14.9
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
12.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
12.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
10.6
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
8.8
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
3.7
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
2.6
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
1.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0081880003
Tumor
2.7
CPT0076330003
Tumor
1.1
CPT0066470004
Tumor
1.0
CPT0023350003
Tumor
0.7
CPT0079180003
Tumor
0.6
CPT0015910003
Tumor
0.6
CPT0019990003
Tumor
0.5
CPT0001180009
Tumor
0.5
CPT0025290003
Tumor
0.5
CPT0078800003
Tumor
0.5
CPT0092290003
Tumor
0.5
CPT0007860003
Tumor
0.5
CPT0063320003
Tumor
0.4
CPT0012180003
Tumor
0.4
CPT0014160003
Tumor
0.4
CPT0011240003
Tumor
0.4
CPT0065690003
Tumor
0.4
CPT0065930003
Tumor
0.4
CPT0092310003
Normal
0.4
CPT0079410003
Tumor
0.4
CPT0065810003
Tumor
0.4
CPT0001500009
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0069160003
Tumor
0.3
CPT0012900004
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0075130003
Tumor
0.3
CPT0079380003
Tumor
0.3
CPT0014130001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0017410003
Tumor
0.3
CPT0021240003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0092790003
Tumor
0.2
CPT0002270011
Tumor
0.2
CPT0092730003
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0001220008
Tumor
0.2
CPT0001230001
Normal
0.2
CPT0089460004
Tumor
0.2
CPT0089040001
Normal
0.2
CPT0092190003
Normal
0.2
CPT0078660003
Tumor
0.2
CPT0001340003
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0025170003
Tumor
0.2
CPT0017850003
Tumor
0.2
CPT0001350001
Normal
0.2
CPT0081990003
Tumor
0.1
CPT0075560003
Tumor
0.1
CPT0025580004
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0012920003
Normal
0.1
CPT0064400001
Normal
0.1
CPT0078990003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0020120003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0011410003
Tumor
0.1
CPT0086970003
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0001260009
Tumor
0.1
CPT0078510003
Tumor
0.1
CPT0010110003
Tumor
0.1
CPT0066430001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0010170001
Normal
0.1
CPT0088550004
Tumor
0.1
CPT0063630003
Tumor
0.0
CPT0006950001
Normal
0.0
CPT0014450004
Tumor
0.0
CPT0088630003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0086890003
Normal
0.0
CPT0077490003
Tumor
0.0
CPT0010120001
Normal
0.0
CPT0006900003
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0081600003
Tumor
0.0
CPT0088500001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0012280003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0069000003
Tumor
0.0
CPT0002370001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0092160003
Tumor
0.0
CPT0006440003
Tumor
0.0
CPT0000890001
Normal
0.0
CPT0019160001
Normal
0.0
CPT0006530001
Normal
0.0
CPT0088690003
Tumor
0.0
CPT0079430001
Normal
0.0
CPT0017450001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0089020003
Tumor
0.0
CPT0077310003
Tumor
-0.1
CPT0088480003
Tumor
-0.1
CPT0082010001
Normal
-0.1
CPT0077500001
Normal
-0.1
CPT0078670001
Normal
-0.1
CPT0006630003
Tumor
-0.1
CPT0078840001
Normal
-0.1
CPT0078530001
Normal
-0.1
CPT0087040003
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0025050003
Tumor
-0.1
CPT0015730003
Tumor
-0.1
CPT0020020001
Normal
-0.1
CPT0023710001
Normal
-0.1
CPT0024680001
Normal
-0.1
CPT0088760003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0086370003
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0088970003
Tumor
-0.1
CPT0002350011
Tumor
-0.1
CPT0014470001
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0077140001
Normal
-0.1
CPT0086870003
Tumor
-0.1
CPT0079480003
Tumor
-0.1
CPT0012570003
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0009000003
Tumor
-0.2
CPT0009060003
Tumor
-0.2
CPT0092800003
Normal
-0.2
CPT0088570001
Normal
-0.2
CPT0075720003
Tumor
-0.2
CPT0001510001
Normal
-0.2
CPT0064370003
Tumor
-0.2
CPT0092740003
Normal
-0.2
CPT0014350001
Normal
-0.2
CPT0023360001
Normal
-0.2
CPT0076350001
Normal
-0.2
CPT0014370004
Tumor
-0.2
CPT0075570001
Normal
-0.2
CPT0079000001
Normal
-0.2
CPT0006730001
Normal
-0.2
CPT0084590001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0065750003
Tumor
-0.2
CPT0078940001
Normal
-0.2
CPT0081620001
Normal
-0.2
CPT0086950003
Tumor
-0.2
CPT0078830003
Tumor
-0.2
CPT0001270001
Normal
-0.2
CPT0012080003
Tumor
-0.2
CPT0000640003
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0069010001
Normal
-0.2
CPT0086820003
Tumor
-0.2
CPT0084560003
Tumor
-0.2
CPT0012290003
Normal
-0.2
CPT0026410003
Tumor
-0.2
CPT0012090003
Normal
-0.2
CPT0079300001
Normal
-0.2
CPT0012770003
Normal
-0.2
CPT0019130003
Tumor
-0.2
CPT0025350003
Tumor
-0.2
CPT0077110003
Tumor
-0.3
CPT0026420001
Normal
-0.3
CPT0025110003
Tumor
-0.3
CPT0088920001
Normal
-0.3
CPT0088900003
Tumor
-0.3
CPT0024670003
Tumor
-0.3
CPT0065870003
Tumor
-0.3
CPT0012640003
Normal
-0.3
CPT0007470001
Normal
-0.3
CPT0007870001
Normal
-0.3
CPT0015810003
Tumor
-0.4
CPT0025920001
Normal
-0.4
CPT0012670003
Tumor
-0.4
CPT0013790003
Normal
-0.4
CPT0086830003
Normal
-0.4
CPT0018250001
Normal
-0.4
CPT0079230003
Tumor
-0.4
CPT0079270003
Tumor
-0.4
CPT0086030003
Tumor
-0.5
CPT0010160003
Tumor
-0.5
CPT0007320003
Tumor
-0.5
CPT0085670003
Tumor
-0.6
CPT0071150004
Tumor
-0.6
CPT0000790001
Normal
N/A
CPT0066480003
Tumor
N/A
CPT0000780007
Tumor
N/A
CPT0001550001
Normal
N/A
CPT0066520001
Normal
N/A
CPT0065450001
Normal
N/A
CPT0065430003
Tumor
N/A
CPT0001540009
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
