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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.
SGK2 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
47.7
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
141.4
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
132.5
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
97.3
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
94.8
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
92.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
86.3
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
85.8
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
85.1
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
77.4
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
76.5
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
74.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
74.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
72.3
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
72.0
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
70.5
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
70.0
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
69.7
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
68.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
66.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
64.5
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
60.0
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
58.6
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
57.6
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
56.0
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
55.7
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
50.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
48.5
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
47.8
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
47.0
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
46.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
45.8
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
45.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
44.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
44.0
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
44.0
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
43.9
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
41.8
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
41.3
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
39.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
39.7
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
36.8
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
30.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
29.8
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
29.5
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
29.3
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
27.4
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
24.0
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
23.5
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
22.7
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
21.8
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
19.6
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
19.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
19.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
18.3
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
16.5
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
14.8
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
13.6
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
9.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
7.1
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
5.5
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
1.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
0.5
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
0.1
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SGK2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.0
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
92.6
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
86.1
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
79.8
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
76.2
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
61.3
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
60.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
56.0
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
54.0
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
53.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
51.3
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
48.4
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
46.7
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
42.5
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
41.6
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
38.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
36.9
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
34.3
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
34.3
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
34.1
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
33.7
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
32.2
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
31.1
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
31.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
31.0
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
31.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
29.4
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
29.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
28.1
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
27.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
26.9
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
26.6
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
26.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
26.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
26.0
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
25.9
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
25.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
25.5
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
25.4
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
25.3
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
25.2
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
24.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
24.7
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
24.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
24.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
24.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
23.5
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
23.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
22.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
22.7
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
22.6
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
22.5
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
22.4
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
22.1
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
22.0
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
21.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
21.7
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
21.7
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
21.6
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
21.5
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
21.4
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
21.0
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
21.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
20.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
20.7
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
20.5
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
20.5
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
20.4
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
20.1
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
19.6
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
19.5
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
19.2
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
19.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
19.2
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
19.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
19.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
18.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
18.8
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
18.6
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
18.6
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
18.5
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
18.5
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
18.5
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
17.9
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
17.9
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
17.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
17.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
17.0
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
16.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
16.8
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
16.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
16.7
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
16.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
16.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
16.2
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
16.2
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
16.0
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
15.9
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
15.7
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
15.5
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
15.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
15.4
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
15.1
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
15.1
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
15.1
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
15.0
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
15.0
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
14.9
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
14.9
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
14.9
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
14.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
14.8
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
14.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
14.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
14.5
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
14.4
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
14.3
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
14.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
14.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
14.0
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
13.9
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
13.7
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
13.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
13.5
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
13.4
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
13.4
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
13.4
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
13.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
13.3
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
13.3
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
13.2
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
13.2
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
13.1
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
13.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
13.0
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
13.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
13.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
12.9
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
12.9
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
12.8
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
12.8
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
12.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
12.7
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
12.7
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
12.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
12.6
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
12.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
12.4
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
12.4
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
12.3
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
12.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
12.1
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
12.0
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
12.0
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
11.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
11.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
11.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
11.8
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
11.8
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
11.8
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
11.7
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
11.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
11.7
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
11.7
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
11.5
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
11.5
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
11.5
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
11.3
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
11.2
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
11.1
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
11.1
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
11.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
10.9
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
10.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
10.8
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
10.8
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
10.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
10.6
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
10.6
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
10.6
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
10.6
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
10.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
10.4
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
10.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
10.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
10.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
10.3
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
10.3
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
10.2
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
10.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
10.0
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
10.0
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
9.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
9.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
9.7
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
9.7
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
9.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
9.7
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
9.7
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
9.6
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
9.6
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
9.6
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
9.5
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
9.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
9.5
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
9.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
9.4
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
9.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
9.4
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
9.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
9.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
9.3
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
9.3
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
9.3
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
9.3
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
9.3
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
9.2
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
9.2
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
9.0
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
9.0
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
9.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
9.0
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
9.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
8.9
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
8.8
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
8.8
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
8.7
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
8.7
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
8.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
8.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
8.6
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
8.6
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
8.6
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
8.6
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
8.5
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
8.5
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
8.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
8.5
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
8.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
8.4
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
8.4
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
8.4
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
8.3
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
8.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
8.3
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
8.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
8.3
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
8.3
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
8.2
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
8.2
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
8.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
8.2
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
8.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
8.1
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
8.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
8.1
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
8.0
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
8.0
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
8.0
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
8.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
8.0
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
8.0
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
7.9
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
7.9
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
7.9
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
7.8
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
7.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
7.8
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
7.7
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
7.6
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
7.6
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
7.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
7.6
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
7.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
7.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
7.6
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
7.6
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
7.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
7.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
7.5
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
7.5
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
7.4
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
7.4
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
7.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
7.3
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
7.3
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
7.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
7.3
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
7.3
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
7.2
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
7.2
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
7.2
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
7.2
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
7.2
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
7.1
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
7.1
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
7.0
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
7.0
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
7.0
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
7.0
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
7.0
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
6.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
6.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
6.8
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
6.8
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
6.8
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
6.8
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
6.7
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
6.7
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
6.7
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
6.7
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
6.7
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
6.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
6.7
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
6.6
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
6.6
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
6.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
6.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
6.5
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
6.5
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
6.5
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
6.5
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
6.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
6.4
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
6.4
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
6.3
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
6.3
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
6.2
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
6.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
6.2
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
6.2
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
6.1
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
6.1
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
6.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
6.0
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
6.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
6.0
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
6.0
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
5.9
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
5.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
5.9
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
5.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
5.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
5.9
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
5.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
5.8
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
5.8
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
5.8
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
5.8
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
5.7
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
5.7
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
5.7
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
5.7
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
5.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
5.6
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
5.6
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
5.6
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
5.6
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
5.6
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
5.5
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
5.5
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
5.4
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
5.4
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
5.4
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
5.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
5.4
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
5.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
5.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
5.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
5.3
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
5.3
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
5.3
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
5.2
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.2
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
5.1
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
5.1
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
5.1
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
5.0
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
5.0
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
5.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
5.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
4.9
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
4.8
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
4.8
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
4.8
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
4.8
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
4.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
4.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
4.7
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
4.7
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
4.7
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
4.7
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
4.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
4.7
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
4.7
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
4.6
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
4.6
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
4.6
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
4.6
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
4.5
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
4.5
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
4.5
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
4.5
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
4.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
4.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
4.4
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
4.4
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
4.3
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
4.3
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
4.3
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
4.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
4.3
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
4.3
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
4.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
4.2
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
4.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
4.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
4.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
4.2
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
4.2
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
4.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
4.1
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
4.1
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
4.0
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.0
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
3.9
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
3.9
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
3.9
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
3.9
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
3.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
3.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
3.8
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
3.8
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
3.8
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
3.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
3.7
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
3.7
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
3.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
3.6
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
3.6
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
3.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
3.6
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
3.6
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
3.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
3.5
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
3.5
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
3.5
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
3.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
3.4
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
3.4
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
3.3
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
3.3
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
3.2
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
3.2
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
3.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
3.2
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
3.1
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
3.1
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
3.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
3.0
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
3.0
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
3.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
3.0
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
2.9
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
2.9
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
2.9
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
2.8
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
2.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
2.8
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
2.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
2.7
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
2.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
2.7
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
2.6
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
2.6
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
2.6
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
2.6
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
2.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
2.5
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
2.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
2.5
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
2.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
2.4
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
2.4
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
2.4
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
2.4
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
2.3
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
2.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
2.2
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
2.2
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
2.2
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
2.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
2.1
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
2.0
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
2.0
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
2.0
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
1.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
1.8
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
1.6
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
1.5
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
1.4
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
1.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
1.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
1.3
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
1.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
1.3
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
1.3
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
1.2
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
1.2
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
1.1
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
1.0
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
0.9
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
0.9
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
0.9
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
0.9
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
0.9
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
0.8
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
0.8
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
0.7
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
0.5
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
0.3
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 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.
SGK2 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
13.4
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
49.0
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
48.2
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
44.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
36.1
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
29.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
28.0
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
26.7
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
25.2
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
25.0
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
24.9
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
24.7
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
23.6
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
22.4
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
22.3
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
22.2
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
22.2
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
21.5
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
21.2
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
21.1
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
20.4
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
20.1
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
18.7
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
18.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
17.8
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
17.7
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
17.4
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
16.0
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
15.8
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
15.8
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
15.7
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
15.5
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
15.0
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
14.6
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
14.2
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
14.0
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
13.8
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
13.7
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
13.6
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
13.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
13.2
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
13.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
12.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
12.8
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
12.6
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
12.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
12.3
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
12.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
12.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
11.9
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
11.8
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
11.3
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
11.0
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
10.8
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
10.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
10.3
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
10.2
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
10.1
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
9.9
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
9.7
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
9.7
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
9.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
9.6
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
9.3
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
8.6
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
8.3
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
8.2
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
8.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
7.9
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
7.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
7.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
7.8
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
7.6
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
7.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
7.2
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
7.1
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
7.0
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
6.8
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
6.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
6.7
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
6.7
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
6.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
6.3
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
6.1
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
6.0
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
5.8
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
5.7
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
5.5
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
5.2
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
5.0
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
4.9
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
4.4
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
4.0
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
3.5
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
3.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
3.1
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
2.7
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
2.6
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
2.4
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 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.
SGK2 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
16.0
Number of samples
282
Samples
Sample
Description
TPM
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
119.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
118.0
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
104.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
73.3
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
71.5
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
61.7
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
58.5
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
55.5
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
55.1
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
55.0
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
51.2
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
48.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
47.2
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
46.3
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
44.0
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
40.9
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
40.7
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
40.3
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
39.9
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
39.6
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
38.9
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
38.6
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
38.2
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
36.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
35.8
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
35.1
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
35.1
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
34.0
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
33.7
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
33.7
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
33.2
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
32.7
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
32.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
31.8
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
30.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
30.8
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
29.7
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
29.6
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
28.4
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
27.9
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
27.9
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
27.7
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
27.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
27.0
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
26.6
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
26.3
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
26.3
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
26.3
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
26.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
25.7
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
25.7
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
24.8
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
24.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
24.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
24.3
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
24.1
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
23.7
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
23.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
23.5
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
23.3
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
23.1
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
22.9
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
22.7
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
22.5
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
22.5
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
21.9
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
21.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
21.5
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
21.3
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
21.3
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
21.1
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
21.1
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
20.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
20.7
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
20.1
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
20.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
20.0
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
19.9
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
19.7
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
19.4
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
19.4
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
19.0
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
19.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
18.5
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
18.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
18.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
17.9
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
17.8
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
17.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
17.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
17.4
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
17.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
17.3
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
17.3
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
17.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
16.9
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
16.9
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
16.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
16.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
16.6
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
16.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
16.3
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
16.3
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
16.3
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
16.2
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
16.0
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
15.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
15.1
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
15.1
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
15.0
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
14.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
14.8
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
14.6
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
14.2
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
14.2
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
14.0
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
13.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
13.7
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
13.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
13.3
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
13.1
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
12.9
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
12.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
12.7
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
12.6
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
12.5
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
12.4
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
12.3
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
12.3
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
12.3
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
12.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
12.1
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
12.0
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
12.0
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
12.0
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
11.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
11.8
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
11.8
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
11.8
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
11.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
11.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
11.3
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
11.3
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
11.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
11.2
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
11.2
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
11.1
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
11.0
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
11.0
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
10.9
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
10.8
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
10.8
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
10.8
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
10.5
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
10.5
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
10.5
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
10.4
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
10.3
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
10.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
10.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
10.3
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
10.1
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
10.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
10.0
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
10.0
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
10.0
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
9.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
9.8
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
9.7
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
9.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
9.5
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
9.5
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
9.4
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
9.4
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
9.1
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
8.9
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
8.8
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
8.7
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
8.7
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
8.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
8.5
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
8.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
8.1
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
8.1
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
8.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
8.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
8.0
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
7.7
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
7.4
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
7.4
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
7.2
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
7.1
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
7.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
7.1
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
7.0
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
7.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
6.9
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
6.9
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
6.6
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
6.4
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
6.4
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
6.3
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
6.2
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
6.1
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
6.1
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
6.1
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
6.0
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
6.0
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
6.0
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
6.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
5.9
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
5.8
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
5.7
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
5.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
5.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
5.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
5.4
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
5.4
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
5.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
5.4
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
5.2
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
5.2
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
5.1
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
5.0
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
4.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
4.8
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
4.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
4.6
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
4.5
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
4.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
4.4
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
4.3
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
4.2
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
4.2
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
4.1
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
4.1
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
4.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
4.0
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
4.0
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
3.9
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
3.9
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
3.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
3.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
3.3
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
3.3
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
3.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
2.9
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
2.7
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
2.7
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
2.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
2.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
2.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
2.4
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
2.3
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
2.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
2.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
2.1
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
2.1
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
2.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
2.0
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
1.9
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
1.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
1.7
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
1.6
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
1.4
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
1.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
1.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
1.2
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
1.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
0.9
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
0.6
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
0.0
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
0.0
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
0.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
0.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
0.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
0.0
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
0.0
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
0.0
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
0.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
0.0
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0078660003
Tumor
1.2
CPT0079180003
Tumor
0.9
CPT0011410003
Tumor
0.9
CPT0088780001
Normal
0.8
CPT0002270011
Tumor
0.6
CPT0088920001
Normal
0.6
CPT0076350001
Normal
0.5
CPT0089480003
Normal
0.5
CPT0002370001
Normal
0.5
CPT0023350003
Tumor
0.5
CPT0025610001
Normal
0.5
CPT0066430001
Normal
0.5
CPT0078670001
Normal
0.5
CPT0092740003
Normal
0.5
CPT0079000001
Normal
0.5
CPT0012090003
Normal
0.5
CPT0077140001
Normal
0.5
CPT0092310003
Normal
0.5
CPT0007870001
Normal
0.4
CPT0065450001
Normal
0.4
CPT0082010001
Normal
0.4
CPT0063330001
Normal
0.4
CPT0079430001
Normal
0.4
CPT0012280003
Tumor
0.4
CPT0087050003
Normal
0.4
CPT0026420001
Normal
0.4
CPT0086890003
Normal
0.4
CPT0019160001
Normal
0.4
CPT0006730001
Normal
0.4
CPT0006950001
Normal
0.4
CPT0088500001
Normal
0.4
CPT0001230001
Normal
0.4
CPT0064400001
Normal
0.4
CPT0088640003
Normal
0.4
CPT0077500001
Normal
0.4
CPT0007470001
Normal
0.4
CPT0078530001
Normal
0.4
CPT0023360001
Normal
0.3
CPT0025060001
Normal
0.3
CPT0009020003
Normal
0.3
CPT0075570001
Normal
0.3
CPT0081620001
Normal
0.3
CPT0021240003
Tumor
0.3
CPT0086830003
Normal
0.3
CPT0012640003
Normal
0.3
CPT0092800003
Normal
0.3
CPT0000790001
Normal
0.3
CPT0009080003
Normal
0.3
CPT0079300001
Normal
0.3
CPT0012550003
Tumor
0.3
CPT0069010001
Normal
0.3
CPT0001550001
Normal
0.3
CPT0014350001
Normal
0.3
CPT0012290003
Normal
0.3
CPT0010170001
Normal
0.3
CPT0078840001
Normal
0.3
CPT0012770003
Normal
0.3
CPT0025920001
Normal
0.2
CPT0088690003
Tumor
0.2
CPT0089040001
Normal
0.2
CPT0078800003
Tumor
0.2
CPT0012570003
Normal
0.2
CPT0001350001
Normal
0.2
CPT0086370003
Normal
0.2
CPT0014130001
Normal
0.2
CPT0086970003
Normal
0.2
CPT0088710001
Normal
0.2
CPT0065430003
Tumor
0.2
CPT0014470001
Normal
0.2
CPT0013790003
Normal
0.2
CPT0069190001
Normal
0.2
CPT0079510001
Normal
0.2
CPT0020020001
Normal
0.2
CPT0000890001
Normal
0.1
CPT0066520001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0001180009
Tumor
0.1
CPT0017450001
Normal
0.1
CPT0002350011
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0075130003
Tumor
0.1
CPT0012670003
Tumor
0.0
CPT0018250001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0088570001
Normal
0.0
CPT0020120003
Tumor
0.0
CPT0088970003
Tumor
0.0
CPT0075720003
Tumor
0.0
CPT0086820003
Tumor
0.0
CPT0025580004
Tumor
-0.1
CPT0017850003
Tumor
-0.1
CPT0065820001
Normal
-0.1
CPT0012900004
Tumor
-0.1
CPT0000660001
Normal
-0.1
CPT0065810003
Tumor
-0.1
CPT0012180003
Tumor
-0.1
CPT0001510001
Normal
-0.1
CPT0010120001
Normal
-0.1
CPT0001190001
Normal
-0.1
CPT0007320003
Tumor
-0.2
CPT0078940001
Normal
-0.2
CPT0015810003
Tumor
-0.2
CPT0025880003
Tumor
-0.2
CPT0065750003
Tumor
-0.2
CPT0001500009
Tumor
-0.2
CPT0063320003
Tumor
-0.2
CPT0025230003
Tumor
-0.2
CPT0012080003
Tumor
-0.2
CPT0025110003
Tumor
-0.3
CPT0081600003
Tumor
-0.3
CPT0025050003
Tumor
-0.3
CPT0075170001
Normal
-0.3
CPT0069000003
Tumor
-0.3
CPT0007860003
Tumor
-0.3
CPT0079270003
Tumor
-0.3
CPT0000870016
Tumor
-0.3
CPT0069160003
Tumor
-0.3
CPT0025350003
Tumor
-0.3
CPT0087040003
Tumor
-0.3
CPT0012370003
Tumor
-0.3
CPT0092190003
Normal
-0.4
CPT0024680001
Normal
-0.4
CPT0089020003
Tumor
-0.4
CPT0065690003
Tumor
-0.4
CPT0006440003
Tumor
-0.4
CPT0025170003
Tumor
-0.4
CPT0077310003
Tumor
-0.4
CPT0064370003
Tumor
-0.4
CPT0084590001
Normal
-0.4
CPT0009000003
Tumor
-0.4
CPT0006900003
Tumor
-0.4
CPT0077320001
Normal
-0.4
CPT0010110003
Tumor
-0.5
CPT0081880003
Tumor
-0.5
CPT0000640003
Tumor
-0.5
CPT0019990003
Tumor
-0.5
CPT0006630003
Tumor
-0.5
CPT0079380003
Tumor
-0.5
CPT0086030003
Tumor
-0.5
CPT0088480003
Tumor
-0.5
CPT0001220008
Tumor
-0.5
CPT0009060003
Tumor
-0.5
CPT0079480003
Tumor
-0.5
CPT0015730003
Tumor
-0.5
CPT0078830003
Tumor
-0.5
CPT0019130003
Tumor
-0.6
CPT0085670003
Tumor
-0.6
CPT0092790003
Tumor
-0.6
CPT0063630003
Tumor
-0.6
CPT0066480003
Tumor
-0.6
CPT0092160003
Tumor
-0.6
CPT0079230003
Tumor
-0.6
CPT0025290003
Tumor
-0.6
CPT0092730003
Tumor
-0.6
CPT0088630003
Tumor
-0.6
CPT0078930003
Tumor
-0.6
CPT0086360003
Tumor
-0.6
CPT0065930003
Tumor
-0.6
CPT0081990003
Tumor
-0.6
CPT0076330003
Tumor
-0.6
CPT0026410003
Tumor
-0.6
CPT0001540009
Tumor
-0.6
CPT0086870003
Tumor
-0.6
CPT0014370004
Tumor
-0.6
CPT0000780007
Tumor
-0.7
CPT0089460004
Tumor
-0.7
CPT0015910003
Tumor
-0.7
CPT0010160003
Tumor
-0.7
CPT0024670003
Tumor
-0.7
CPT0014450004
Tumor
-0.7
CPT0017410003
Tumor
-0.7
CPT0065870003
Tumor
-0.7
CPT0001340003
Tumor
-0.7
CPT0011240003
Tumor
-0.8
CPT0001270001
Normal
-0.8
CPT0086950003
Tumor
-0.8
CPT0071150004
Tumor
-0.8
CPT0077490003
Tumor
-0.9
CPT0078510003
Tumor
-0.9
CPT0078990003
Tumor
-0.9
CPT0092290003
Tumor
-0.9
CPT0088900003
Tumor
-0.9
CPT0014160003
Tumor
-0.9
CPT0079410003
Tumor
-1.0
CPT0077110003
Tumor
-1.0
CPT0084560003
Tumor
-1.0
CPT0023690003
Tumor
-1.0
CPT0088760003
Tumor
-1.1
CPT0075560003
Tumor
-1.1
CPT0001260009
Tumor
-1.1
CPT0066470004
Tumor
-1.3
CPT0088550004
Tumor
-1.6
CPT0006530001
Normal
-1.6
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
