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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.
SSBP4 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
15.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
147.7
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
67.7
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
42.5
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
38.2
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
25.5
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
23.7
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
23.3
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
19.8
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
19.2
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
18.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
18.7
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
18.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
15.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
14.6
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
14.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
14.3
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
14.3
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
14.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
14.1
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
14.1
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
13.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
13.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
13.7
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
13.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
12.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
12.2
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
12.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
12.1
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
12.1
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
11.8
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
11.7
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
11.5
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
11.2
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
11.0
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
11.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
10.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
10.2
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
10.2
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
10.1
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
10.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
9.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
9.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
9.7
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
9.4
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
9.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
9.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
9.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
8.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
8.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
8.4
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
8.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
8.3
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
8.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
8.1
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
8.0
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
7.9
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
7.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
6.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
6.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
0.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
0.0
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
0.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
0.0
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 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.
SSBP4 is potential prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
36.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
181.1
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
134.4
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
101.0
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
96.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
88.5
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
85.2
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
84.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
80.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
78.8
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
77.3
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
76.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
76.8
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
73.1
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
72.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
71.1
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
69.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
68.2
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
67.6
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
66.7
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
66.5
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
65.2
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
64.8
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
64.4
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
64.2
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
62.8
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
61.8
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
61.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
61.6
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
61.4
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
60.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
59.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
58.9
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
58.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
58.3
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
58.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
58.1
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
57.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
57.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
57.7
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
57.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
57.4
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
57.4
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
56.7
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
56.6
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
56.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
56.2
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
55.3
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
55.0
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
54.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
54.9
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
54.9
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
54.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
54.8
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
54.5
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
54.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
54.1
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
53.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
53.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
53.4
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
53.3
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
53.3
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
53.1
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
52.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
52.8
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
52.8
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
52.5
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
52.3
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
52.1
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
52.1
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
52.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
51.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
51.6
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
51.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
51.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
51.3
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
51.1
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
51.0
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
50.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
50.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
50.5
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
50.4
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
50.3
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
50.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
50.0
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
49.8
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
49.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
49.3
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
49.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
49.0
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
48.9
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
48.6
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
48.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
48.3
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
48.2
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
48.2
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
48.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
48.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
47.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
47.7
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
47.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
47.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
47.4
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
47.3
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
47.2
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
47.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
47.1
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
47.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
46.9
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
46.8
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
46.6
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
46.5
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
46.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
46.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
46.3
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
46.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
45.9
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
45.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
45.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
45.6
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
45.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
45.3
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
45.3
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
45.2
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
45.2
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
45.0
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
44.9
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
44.8
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
44.6
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
44.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
44.4
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
44.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
44.1
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
44.1
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
44.0
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
44.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
44.0
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
43.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
43.7
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
43.7
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
43.3
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
43.1
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
43.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
42.9
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
42.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
42.7
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
42.4
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
42.4
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
42.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
42.3
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
42.3
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
42.1
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
42.0
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
42.0
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
42.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
42.0
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
42.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
41.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
41.7
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
41.5
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
41.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
41.2
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
41.2
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
41.1
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
41.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
41.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
41.0
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
41.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
40.8
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
40.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
40.5
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
40.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
40.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
40.2
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
40.1
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
40.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
40.0
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
39.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
39.5
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
39.3
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
39.2
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
39.0
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
38.9
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
38.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
38.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
38.5
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
38.5
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
38.5
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
38.4
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
38.4
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
38.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
38.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
38.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
38.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
38.2
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
38.0
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
37.9
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
37.9
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
37.9
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
37.8
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
37.8
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
37.8
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
37.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
37.8
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
37.7
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
37.7
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
37.6
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
37.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
37.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
37.5
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
37.5
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
37.5
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
37.5
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
37.4
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
37.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
37.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
37.1
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
37.1
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
37.1
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
37.0
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
37.0
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
36.9
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
36.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
36.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
36.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
36.8
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
36.8
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
36.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
36.7
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
36.7
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
36.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
36.6
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
36.6
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
36.6
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
36.5
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
36.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
36.4
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
36.2
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
36.1
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
36.0
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
36.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
35.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
35.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
35.8
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
35.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
35.7
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
35.6
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
35.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
35.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
35.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
35.3
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
35.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
35.2
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
35.0
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
34.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
34.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
34.6
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
34.6
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
34.5
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
34.5
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
34.5
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
34.4
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
34.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
34.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
34.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
34.2
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
34.2
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
34.1
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
34.1
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
34.1
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
33.9
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
33.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
33.9
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
33.8
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
33.8
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
33.8
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
33.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
33.8
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
33.7
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
33.7
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
33.7
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
33.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
33.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
33.6
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
33.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
33.3
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
33.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
33.3
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
33.3
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
33.2
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
33.2
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
33.1
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
33.1
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
33.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
33.0
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
33.0
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
33.0
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
33.0
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
33.0
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
32.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
32.8
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
32.8
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
32.7
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
32.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
32.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
32.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
32.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
32.4
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
32.4
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
32.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
32.3
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
32.3
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
32.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
32.0
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
31.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
31.9
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
31.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
31.8
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
31.8
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
31.8
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
31.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
31.7
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
31.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.4
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
31.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
31.3
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
31.2
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
31.1
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
31.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
31.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
30.8
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
30.7
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
30.7
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
30.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
30.5
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
30.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
30.2
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
30.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
30.0
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
29.9
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
29.8
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
29.8
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
29.6
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
29.6
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
29.5
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
29.4
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
29.2
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
29.2
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
29.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
29.0
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
29.0
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
28.8
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
28.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
28.8
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
28.6
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
28.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
28.4
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
28.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
28.3
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
28.2
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
28.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
28.1
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
28.1
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
28.1
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
28.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
28.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
28.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
27.8
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
27.6
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
27.4
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
27.3
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
27.3
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
27.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
27.2
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
27.0
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
27.0
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
26.9
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
26.9
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
26.9
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
26.8
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
26.8
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
26.7
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
26.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
26.5
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
26.5
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
26.5
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
26.4
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
26.4
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
26.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
26.4
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
26.3
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
26.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
26.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
26.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
26.2
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
26.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
26.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
26.0
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
25.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
25.9
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
25.7
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
25.6
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
25.4
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
25.4
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
25.4
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
25.2
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
25.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
25.1
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
25.1
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
25.0
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
25.0
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
25.0
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
25.0
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
25.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
24.7
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
24.7
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
24.6
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
24.6
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
24.5
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
24.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
24.3
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.2
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
24.1
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
24.0
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
24.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
23.7
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
23.6
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
23.6
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
23.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
23.5
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
23.5
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
23.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
23.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
23.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
23.4
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
23.3
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
23.3
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
23.2
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
23.2
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
23.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
23.1
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
23.0
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
23.0
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
22.8
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
22.8
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
22.7
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
22.7
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
22.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
22.6
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
22.5
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
22.3
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
22.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
22.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
22.0
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
21.9
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
21.8
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
21.7
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
21.5
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
21.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
21.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
20.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
20.8
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
20.8
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
20.7
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
20.4
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
20.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
20.3
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
20.3
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
20.2
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
20.1
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.7
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
19.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
19.5
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
19.2
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
18.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
18.5
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
18.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
18.1
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
17.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
17.8
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
17.3
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
17.2
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
17.1
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
16.7
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
16.6
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
16.4
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
16.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
16.3
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
15.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
15.6
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
15.3
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
15.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
15.1
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
14.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
14.5
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
14.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
14.4
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
14.2
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
13.9
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
13.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
12.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
10.4
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
10.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
10.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
9.8
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
9.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
9.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
8.8
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
8.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
8.0
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
7.9
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
7.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
7.2
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
6.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
6.0
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
5.7
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
5.3
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
5.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
3.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
3.9
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.
SSBP4 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
58.3
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
146.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
112.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
106.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
95.9
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
92.8
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
92.0
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
91.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
89.0
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
81.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
79.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
79.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
79.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
78.4
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
78.3
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
75.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
74.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
72.2
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
69.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
68.5
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
68.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
68.0
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
67.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
66.4
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
66.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
66.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
66.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
65.7
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
64.5
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
64.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
64.0
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
64.0
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
63.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
63.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
63.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
63.1
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
62.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
62.4
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
62.3
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
61.7
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
61.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
61.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
61.2
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
61.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
60.4
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
60.1
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
59.7
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
59.2
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
58.9
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
57.0
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
56.9
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
56.5
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
56.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
56.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
55.9
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
54.7
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
54.5
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
53.9
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
53.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
53.9
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
53.8
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
53.5
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
53.5
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
52.7
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
52.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
52.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
52.3
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
52.1
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
52.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
51.7
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
51.4
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
51.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
50.4
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
50.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
49.8
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
49.8
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
49.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
48.6
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
48.4
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
47.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
46.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
45.2
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
45.2
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
44.9
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
44.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
42.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
42.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
41.8
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
41.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
40.9
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
39.2
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
39.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
32.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
23.4
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
23.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
22.3
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
22.1
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
18.6
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
18.5
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
17.8
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SSBP4 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
38.4
Number of samples
282
Samples
Sample
Description
TPM
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
195.3
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
99.3
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
96.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
94.0
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
93.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
93.0
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
90.4
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
89.7
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
88.9
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
88.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
87.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
87.5
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
86.3
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
75.9
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
75.8
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
74.8
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
72.6
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
71.9
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
71.5
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
71.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
70.8
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
70.5
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
69.0
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
68.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
67.2
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
67.2
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
65.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
64.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
64.2
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
63.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
62.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
62.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
61.6
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
61.6
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
59.9
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
59.9
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
59.7
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
59.1
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
58.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
58.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
57.6
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
57.1
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
56.6
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
56.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
55.5
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
55.4
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
55.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
54.9
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
54.7
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
54.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
54.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
54.1
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
53.1
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
52.5
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
52.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
52.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
50.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
50.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
49.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
49.9
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
49.2
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
48.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
48.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
48.6
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
48.3
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
48.0
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
47.7
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
47.6
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
47.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
47.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
47.3
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
47.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
46.9
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
46.8
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
46.3
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
46.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
45.6
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
45.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
45.5
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
45.4
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
45.4
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
45.1
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
44.7
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
44.6
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
44.3
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
44.1
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
43.9
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
43.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
43.2
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
43.1
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
43.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
42.3
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
42.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
42.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
42.1
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
42.1
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
41.9
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
41.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
41.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
41.5
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
41.4
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
41.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
41.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
40.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
40.5
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
40.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
40.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
40.3
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
40.2
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
40.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
40.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
40.0
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
40.0
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
40.0
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
39.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
39.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
39.6
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
39.5
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
39.2
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
39.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
39.0
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
39.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
38.9
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
38.6
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
38.5
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
38.5
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
38.1
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
38.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
37.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
37.8
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
37.8
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
37.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
37.7
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
37.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
36.9
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
36.8
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
36.7
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
36.4
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
36.3
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
36.2
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
36.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
36.0
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
35.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
35.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
35.6
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
35.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
35.6
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
35.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
35.3
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
35.3
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
35.2
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
34.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
34.6
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
34.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
34.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
34.3
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
34.3
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
34.3
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
33.9
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
33.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
33.6
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
33.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
33.2
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
33.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
33.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
33.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
32.9
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
32.7
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
32.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
32.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
32.2
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
32.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
32.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
31.9
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
31.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
31.2
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
31.2
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
30.9
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
30.8
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
30.7
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
30.7
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
30.1
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
30.0
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
29.6
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
29.3
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
29.3
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
29.0
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
29.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
28.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
28.5
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
28.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
28.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
27.4
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
27.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
26.8
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
26.7
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
26.1
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
25.9
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
25.6
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
25.6
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
25.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
25.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
25.3
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
25.1
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
25.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
25.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
25.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
25.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
24.7
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
24.3
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
24.1
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
23.9
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
23.9
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
23.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
23.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
23.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
23.2
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
23.2
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
22.9
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
22.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
22.2
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
22.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
21.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
21.7
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
21.7
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
21.4
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
21.4
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
21.4
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
21.3
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
21.1
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
20.6
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
20.4
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
20.3
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
20.1
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
20.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
19.8
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
19.8
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
19.7
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
19.7
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
19.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
19.5
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
19.3
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
19.0
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
18.7
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
18.2
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
18.1
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
18.0
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
17.9
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
17.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
17.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
17.1
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
16.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
15.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
15.6
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
15.5
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
15.3
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
15.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
14.5
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
14.3
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
14.0
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
13.6
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
13.5
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
12.9
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
12.8
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
12.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
12.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
11.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
11.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
11.1
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
10.9
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
10.2
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
10.0
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
10.0
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
8.7
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
8.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
6.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
5.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
5.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0011240003
Tumor
1.1
CPT0084560003
Tumor
0.9
CPT0088630003
Tumor
0.8
CPT0025350003
Tumor
0.8
CPT0075720003
Tumor
0.8
CPT0088760003
Tumor
0.7
CPT0000780007
Tumor
0.7
CPT0017410003
Tumor
0.7
CPT0065930003
Tumor
0.7
CPT0021240003
Tumor
0.6
CPT0065690003
Tumor
0.6
CPT0084590001
Normal
0.6
CPT0025170003
Tumor
0.6
CPT0079230003
Tumor
0.6
CPT0025110003
Tumor
0.5
CPT0079510001
Normal
0.5
CPT0012080003
Tumor
0.5
CPT0066470004
Tumor
0.5
CPT0026410003
Tumor
0.5
CPT0010160003
Tumor
0.5
CPT0001230001
Normal
0.5
CPT0066480003
Tumor
0.5
CPT0081990003
Tumor
0.5
CPT0075170001
Normal
0.5
CPT0012370003
Tumor
0.5
CPT0092190003
Normal
0.5
CPT0014370004
Tumor
0.5
CPT0002370001
Normal
0.4
CPT0001180009
Tumor
0.4
CPT0069000003
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0085670003
Tumor
0.4
CPT0065870003
Tumor
0.4
CPT0081600003
Tumor
0.4
CPT0001540009
Tumor
0.4
CPT0078510003
Tumor
0.4
CPT0009000003
Tumor
0.4
CPT0001270001
Normal
0.4
CPT0063630003
Tumor
0.3
CPT0015910003
Tumor
0.3
CPT0086030003
Tumor
0.3
CPT0092160003
Tumor
0.3
CPT0025230003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0024680001
Normal
0.3
CPT0010120001
Normal
0.3
CPT0017850003
Tumor
0.3
CPT0078990003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0077320001
Normal
0.3
CPT0011410003
Tumor
0.3
CPT0079480003
Tumor
0.3
CPT0000890001
Normal
0.3
CPT0001340003
Tumor
0.2
CPT0088480003
Tumor
0.2
CPT0092790003
Tumor
0.2
CPT0079300001
Normal
0.2
CPT0088690003
Tumor
0.2
CPT0077110003
Tumor
0.2
CPT0000660001
Normal
0.2
CPT0025290003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0089020003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0000640003
Tumor
0.2
CPT0075130003
Tumor
0.2
CPT0063330001
Normal
0.2
CPT0012640003
Normal
0.2
CPT0001260009
Tumor
0.2
CPT0019990003
Tumor
0.2
CPT0012670003
Tumor
0.1
CPT0006630003
Tumor
0.1
CPT0063320003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0023690003
Tumor
0.1
CPT0092730003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0015810003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0019160001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0001190001
Normal
0.1
CPT0025580004
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0092310003
Normal
0.1
CPT0075560003
Tumor
0.1
CPT0069190001
Normal
0.1
CPT0014470001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0006900003
Tumor
0.1
CPT0086890003
Normal
0.1
CPT0087040003
Tumor
0.1
CPT0082010001
Normal
0.1
CPT0012290003
Normal
0.0
CPT0002350011
Tumor
0.0
CPT0014450004
Tumor
0.0
CPT0010110003
Tumor
0.0
CPT0086830003
Normal
0.0
CPT0088900003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0025610001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0086360003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0078670001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0025920001
Normal
0.0
CPT0079270003
Tumor
0.0
CPT0069160003
Tumor
-0.1
CPT0020130001
Normal
-0.1
CPT0014350001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0007320003
Tumor
-0.1
CPT0088640003
Normal
-0.1
CPT0009020003
Normal
-0.1
CPT0066520001
Normal
-0.1
CPT0012180003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0092740003
Normal
-0.1
CPT0007870001
Normal
-0.1
CPT0063640001
Normal
-0.1
CPT0014130001
Normal
-0.1
CPT0088550004
Tumor
-0.1
CPT0079410003
Tumor
-0.1
CPT0012090003
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0065810003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0025880003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0001550001
Normal
-0.1
CPT0069010001
Normal
-0.2
CPT0088710001
Normal
-0.2
CPT0078930003
Tumor
-0.2
CPT0000870016
Tumor
-0.2
CPT0077310003
Tumor
-0.2
CPT0081620001
Normal
-0.2
CPT0001350001
Normal
-0.2
CPT0079430001
Normal
-0.2
CPT0012550003
Tumor
-0.2
CPT0089040001
Normal
-0.2
CPT0077500001
Normal
-0.2
CPT0089460004
Tumor
-0.2
CPT0023360001
Normal
-0.2
CPT0012900004
Tumor
-0.2
CPT0006950001
Normal
-0.2
CPT0013790003
Normal
-0.2
CPT0064400001
Normal
-0.2
CPT0017450001
Normal
-0.3
CPT0007860003
Tumor
-0.3
CPT0064370003
Tumor
-0.3
CPT0012570003
Normal
-0.3
CPT0023710001
Normal
-0.3
CPT0010170001
Normal
-0.3
CPT0086970003
Normal
-0.3
CPT0081880003
Tumor
-0.3
CPT0078530001
Normal
-0.3
CPT0078840001
Normal
-0.3
CPT0025050003
Tumor
-0.4
CPT0023350003
Tumor
-0.4
CPT0071150004
Tumor
-0.4
CPT0025060001
Normal
-0.4
CPT0086370003
Normal
-0.4
CPT0077140001
Normal
-0.4
CPT0088920001
Normal
-0.4
CPT0007470001
Normal
-0.4
CPT0001500009
Tumor
-0.4
CPT0087050003
Normal
-0.4
CPT0065820001
Normal
-0.4
CPT0001220008
Tumor
-0.4
CPT0088780001
Normal
-0.5
CPT0092290003
Tumor
-0.5
CPT0076350001
Normal
-0.5
CPT0089480003
Normal
-0.5
CPT0020020001
Normal
-0.5
CPT0000790001
Normal
-0.6
CPT0002270011
Tumor
-0.6
CPT0015730003
Tumor
-0.7
CPT0009080003
Normal
-0.7
CPT0014160003
Tumor
-0.7
CPT0012770003
Normal
-0.7
CPT0079180003
Tumor
-0.7
CPT0092800003
Normal
-0.7
CPT0076330003
Tumor
-0.9
CPT0065450001
Normal
-0.9
CPT0026420001
Normal
-0.9
CPT0088970003
Tumor
-1.0
CPT0078660003
Tumor
-1.0
CPT0066430001
Normal
-1.0
CPT0078800003
Tumor
-1.1
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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.
The Human Protein Atlas project is funded
