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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.
STAT3 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
25.6
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
89.2
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
69.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
60.2
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
54.4
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
53.9
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
52.4
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
48.7
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
47.2
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
44.1
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
42.7
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
39.7
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
36.5
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
35.2
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
35.1
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
34.5
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
31.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
31.5
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
30.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
29.5
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
26.6
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
25.9
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
25.7
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
25.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
24.9
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
22.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
22.8
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
22.5
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
22.3
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
21.8
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
21.8
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
21.5
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
21.3
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
20.1
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
20.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
19.6
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
19.6
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
19.5
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
19.4
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
19.0
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
18.9
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
18.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
18.3
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
18.1
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
17.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
17.5
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
17.3
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
17.3
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
15.9
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
15.2
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
14.2
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
13.6
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
13.5
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
12.7
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
11.6
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
11.5
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
11.0
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
10.9
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
10.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
10.6
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
9.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
8.8
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
8.1
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
7.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 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.
STAT3 is potential prognostic, high expression is favorable 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
56.6
Number of samples
521
Samples
Sample
Description
TPM
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
149.1
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
148.7
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
128.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
121.5
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
120.9
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
119.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
115.6
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
113.2
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
111.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
110.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
108.3
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
106.5
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
105.1
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
104.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
104.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
104.2
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
103.5
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
103.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
102.7
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
102.5
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
101.8
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
100.4
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
99.9
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
99.7
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
99.6
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
97.5
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
97.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
96.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
95.7
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
94.9
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
94.8
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
94.5
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
94.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
93.9
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
93.3
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
93.0
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
92.6
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
92.6
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
92.5
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
92.4
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
92.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
91.2
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
91.0
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
91.0
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
90.9
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
90.8
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
90.2
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
90.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
90.0
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
88.7
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
88.3
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
87.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
86.3
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
86.1
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
85.4
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
85.3
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
84.5
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
84.2
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
84.1
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
84.0
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
83.9
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
83.8
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
83.3
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
83.2
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
83.1
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
83.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
83.0
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
82.8
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
82.5
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
81.9
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
81.6
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
81.3
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
81.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
80.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
80.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
80.0
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
79.9
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
79.9
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
79.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
79.8
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
79.7
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
79.4
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
79.4
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
79.3
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
79.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
78.9
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
78.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
78.3
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
77.6
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
77.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
77.3
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
77.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
77.1
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
76.8
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
76.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
76.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
76.5
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
76.3
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
76.2
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
76.1
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
76.1
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
76.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
75.6
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
75.3
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
75.2
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
75.0
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
74.9
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
74.9
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
74.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
74.6
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
74.4
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
73.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
73.8
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
73.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
73.2
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
73.1
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
73.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
73.0
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
72.9
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
72.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
72.0
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
71.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
71.8
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
71.8
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
71.7
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
71.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
71.6
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
71.3
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
71.3
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
71.2
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
71.2
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
71.2
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
71.0
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
70.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
70.3
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
70.3
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
70.2
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
69.6
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
69.2
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
69.1
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
69.1
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
68.9
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
68.6
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
68.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
68.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
68.3
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
68.0
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
68.0
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
68.0
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
67.9
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
67.8
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
67.6
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
67.4
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
67.0
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
66.9
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
66.9
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
66.4
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
66.3
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
66.0
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
66.0
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
65.8
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
65.8
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
65.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
65.7
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
65.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
65.6
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
65.5
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
65.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
65.4
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
65.3
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
65.2
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
64.7
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
64.7
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
64.6
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
64.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
64.3
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
64.3
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
64.1
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
63.9
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
63.9
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
63.9
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
63.8
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
63.8
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
63.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
63.7
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
63.7
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
63.6
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
63.5
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
63.5
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
63.4
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
63.2
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
63.2
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
63.0
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
63.0
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
62.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
62.5
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
62.5
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
62.3
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
62.3
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
62.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
62.2
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
62.2
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
62.0
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
62.0
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
61.8
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
61.7
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
61.6
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
61.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
61.4
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
61.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
61.2
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
61.2
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
61.1
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
60.4
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
60.4
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
60.2
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
60.1
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
60.1
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
60.0
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
59.9
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
59.7
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
59.6
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
59.6
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
59.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
59.2
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
58.9
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
58.9
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
58.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
58.8
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
58.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
58.6
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
58.4
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
58.3
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
58.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
57.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
57.8
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
57.8
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
57.5
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
57.4
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
57.4
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
57.1
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
56.9
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
56.9
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
56.8
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
56.8
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
56.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
56.7
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
56.6
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
56.6
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
56.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
56.5
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
56.3
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
56.2
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
56.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
56.0
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
55.8
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
55.7
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
55.7
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
55.5
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
55.3
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
55.2
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
55.1
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
55.1
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
54.9
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
54.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
54.9
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
54.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
54.8
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
54.6
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
54.5
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
54.4
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
54.3
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
54.2
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
54.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
54.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
54.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
54.0
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
53.9
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
53.4
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
53.4
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
53.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
53.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
53.2
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
53.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
53.1
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
53.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
53.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
52.9
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
52.8
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
52.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
52.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
52.6
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
52.4
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
52.3
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
52.1
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
52.0
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
51.9
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
51.9
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
51.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
51.6
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
51.6
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
51.4
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
51.4
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
51.4
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
51.2
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
51.0
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
50.9
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
50.8
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
50.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
50.4
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
50.3
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
50.3
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
50.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
50.0
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
49.9
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
49.7
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
49.5
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
49.5
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
49.3
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
49.2
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
49.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
48.8
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
48.7
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
48.4
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
48.1
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
48.0
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
48.0
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
47.8
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
47.7
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
47.6
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
47.5
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
47.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
47.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
47.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
47.3
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
47.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
47.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
47.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
47.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
47.1
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
47.1
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
47.1
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
46.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
46.8
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
46.7
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
46.7
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
46.5
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
46.5
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
46.4
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
46.3
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
46.0
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
45.9
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
45.9
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
45.7
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
45.7
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
45.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
45.6
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
45.6
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
45.6
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
45.4
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
44.9
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
44.9
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
44.7
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
44.4
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
44.3
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
44.2
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
44.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
43.9
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
43.6
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
43.6
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
43.0
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
43.0
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
42.8
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
42.6
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
42.3
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
42.1
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
42.1
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
42.0
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
42.0
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
41.7
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
41.2
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
41.2
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
41.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
40.8
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
40.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
40.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
40.4
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
40.4
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
40.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
40.2
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
40.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
40.1
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
39.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
39.6
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
39.4
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
39.3
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
38.7
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
38.6
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
38.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
38.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
38.2
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
38.2
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
38.2
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
38.2
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
38.1
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
38.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
37.9
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
37.7
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
37.6
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
37.6
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
37.6
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
37.5
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
37.3
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
37.3
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
36.9
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
36.8
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
36.7
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
36.6
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
36.5
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
36.1
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
36.0
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
35.8
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
35.7
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
35.7
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
35.4
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
35.4
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
35.3
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
35.3
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
35.2
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
35.0
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
34.8
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
34.8
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
34.8
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
34.4
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
34.3
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
34.3
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
34.2
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
34.0
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
33.9
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
33.7
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
33.2
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
32.8
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
32.4
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
32.0
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
31.7
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
31.6
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
31.6
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
31.0
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
30.9
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
30.9
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
30.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
30.6
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
30.4
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
30.3
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
30.1
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
30.0
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
30.0
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
29.9
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
29.8
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
29.8
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
29.7
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
29.6
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
28.8
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
28.6
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
28.4
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
28.1
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
28.0
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
27.9
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
27.9
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
27.6
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
27.4
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
27.3
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
27.1
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
27.0
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
27.0
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
26.9
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
26.5
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
26.1
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
25.7
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
25.4
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
25.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
24.6
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
23.7
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
23.3
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
23.3
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
23.0
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
23.0
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
22.8
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
22.4
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
22.1
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
22.0
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
21.6
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
21.6
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
21.3
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
20.9
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
20.7
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
20.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
20.7
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
20.5
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
19.2
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
18.6
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
18.4
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
18.4
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
18.0
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
17.5
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
17.2
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
16.4
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
16.1
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
15.3
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
14.8
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
14.6
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
14.3
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
14.1
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
13.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
12.9
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
9.8
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
9.8
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
9.2
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
9.2
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
7.3
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 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.
STAT3 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
71.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
126.5
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
125.2
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
117.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
117.5
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
112.6
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
110.1
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
102.0
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
101.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
97.8
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
97.1
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
96.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
96.4
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
95.9
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
95.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
94.6
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
94.1
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
93.5
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
92.3
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
92.1
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
91.3
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
90.2
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
90.1
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
89.5
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
87.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
87.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
86.0
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
85.5
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
85.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
85.1
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
85.0
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
84.5
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
84.4
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
84.3
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
83.8
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
83.3
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
83.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
82.4
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
82.0
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
81.5
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
80.8
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
79.7
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
79.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
79.3
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
77.4
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
75.7
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
75.1
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
74.5
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
74.2
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
73.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
73.0
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
72.6
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
72.5
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
71.8
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
71.5
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
71.4
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
70.1
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
69.4
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
69.1
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
69.1
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
67.3
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
67.2
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
65.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
65.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
64.1
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
63.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
61.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
61.1
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
59.3
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
58.5
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
58.1
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
57.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
55.3
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
55.2
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
54.9
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
54.6
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
53.4
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
52.7
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
51.4
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
51.2
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
50.4
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
49.7
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
49.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
49.0
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
46.0
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
45.1
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
44.6
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
43.0
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
42.3
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
40.6
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
40.3
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
39.9
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
39.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
39.0
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
38.0
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
36.9
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
36.7
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
36.5
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
35.2
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
19.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 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.
STAT3 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
50.8
Number of samples
282
Samples
Sample
Description
TPM
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
141.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
140.8
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
133.0
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
124.2
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
116.1
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
115.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
115.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
114.1
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
112.1
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
108.1
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
105.3
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
103.4
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
102.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
101.6
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
100.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
96.7
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
93.6
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
92.0
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
91.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
90.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
88.3
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
86.7
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
85.5
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
85.0
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
84.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
84.6
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
84.4
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
83.8
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
83.6
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
82.7
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
81.7
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
81.4
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
80.5
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
79.0
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
77.6
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
76.9
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
76.5
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
76.3
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
75.5
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
75.5
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
75.4
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
75.3
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
74.8
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
74.5
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
74.4
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
74.0
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
74.0
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
72.6
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
72.6
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
72.2
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
72.1
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
72.0
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
71.9
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
71.8
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
71.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
70.7
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
70.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
70.6
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
70.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
70.4
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
70.0
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
69.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
68.6
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
68.5
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
68.3
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
68.2
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
68.2
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
67.9
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
67.9
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
67.7
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
67.6
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
66.3
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
66.3
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
65.2
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
64.5
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
64.0
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
64.0
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
63.3
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
63.2
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
63.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
63.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
62.6
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
62.5
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
62.4
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
62.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
61.8
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
61.8
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
61.2
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
61.1
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
61.0
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
61.0
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
60.4
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
60.3
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
60.1
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
59.3
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
58.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
58.2
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
58.2
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
57.8
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
57.8
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
57.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
57.7
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
57.5
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
56.6
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
56.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
56.3
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
56.2
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
55.8
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
55.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
55.6
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
54.9
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
54.9
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
54.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
53.2
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
52.6
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
52.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
51.9
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
51.6
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
50.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
50.6
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
50.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
50.2
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
50.2
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
50.1
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
49.9
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
49.7
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
49.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
49.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
49.2
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
48.8
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
48.5
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
48.1
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
47.9
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
47.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
46.8
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
46.7
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
46.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
46.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
46.1
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
45.9
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
45.6
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
45.6
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
45.4
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
45.1
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
45.0
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
44.7
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
44.6
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
44.5
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
44.3
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
44.2
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
44.1
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
44.1
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
44.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
43.7
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
43.4
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
43.3
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
43.0
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
42.8
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
42.8
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
42.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
42.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
42.1
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
42.0
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
41.7
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
41.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
41.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
41.2
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
41.1
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
41.1
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
40.7
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
40.5
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
40.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
40.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
40.3
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
39.8
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
39.6
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
39.2
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
38.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
38.8
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
38.7
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
38.6
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
38.5
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
38.4
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
38.3
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
37.9
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
37.6
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
37.6
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
37.6
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
37.6
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
37.2
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
37.2
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
37.1
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
37.0
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
36.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
36.6
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
36.5
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
36.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
35.9
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
35.6
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
35.3
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
35.3
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
34.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
34.8
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
34.7
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
34.6
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
34.1
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
34.0
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
33.9
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
33.9
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
33.0
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
32.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
32.9
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
32.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
32.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
32.6
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
32.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
31.9
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
31.6
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
31.2
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
31.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
30.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
30.7
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
30.6
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
30.3
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
30.0
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
29.8
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
29.6
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
29.5
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
29.5
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
28.9
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
28.8
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
28.6
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
28.2
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
28.1
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
27.8
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
27.4
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
27.3
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
27.3
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
26.5
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
26.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
26.3
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
25.3
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
24.4
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
23.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
23.6
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
23.5
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
23.4
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
23.4
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
22.3
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
22.2
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
22.1
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
21.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
21.9
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
21.6
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
21.6
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
20.7
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
20.1
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
20.0
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
19.9
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
19.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
19.2
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
19.2
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
19.2
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
18.7
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
18.6
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
18.3
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
18.1
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
17.4
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
17.3
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
17.1
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
15.6
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
15.5
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
14.2
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
13.8
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
13.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
13.5
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
13.1
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
13.0
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
12.7
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
12.6
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
12.1
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
0.0
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001180009
Tumor
0.7
CPT0001340003
Tumor
0.6
CPT0069160003
Tumor
0.6
CPT0000640003
Tumor
0.6
CPT0015730003
Tumor
0.5
CPT0088690003
Tumor
0.5
CPT0012550003
Tumor
0.5
CPT0010110003
Tumor
0.4
CPT0069190001
Normal
0.4
CPT0011410003
Tumor
0.4
CPT0078990003
Tumor
0.4
CPT0079410003
Tumor
0.4
CPT0092160003
Tumor
0.4
CPT0092190003
Normal
0.4
CPT0017450001
Normal
0.4
CPT0075170001
Normal
0.3
CPT0075130003
Tumor
0.3
CPT0063640001
Normal
0.3
CPT0077320001
Normal
0.3
CPT0001270001
Normal
0.3
CPT0078510003
Tumor
0.3
CPT0076350001
Normal
0.3
CPT0017850003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0023350003
Tumor
0.3
CPT0007320003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0012180003
Tumor
0.3
CPT0079300001
Normal
0.3
CPT0001260009
Tumor
0.3
CPT0081990003
Tumor
0.3
CPT0009060003
Tumor
0.3
CPT0086360003
Tumor
0.2
CPT0075570001
Normal
0.2
CPT0001190001
Normal
0.2
CPT0079430001
Normal
0.2
CPT0012640003
Normal
0.2
CPT0088760003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0084590001
Normal
0.2
CPT0065430003
Tumor
0.2
CPT0018250001
Normal
0.2
CPT0006530001
Normal
0.2
CPT0081880003
Tumor
0.2
CPT0086870003
Tumor
0.2
CPT0020120003
Tumor
0.2
CPT0011240003
Tumor
0.2
CPT0012080003
Tumor
0.2
CPT0026410003
Tumor
0.2
CPT0079480003
Tumor
0.2
CPT0069000003
Tumor
0.2
CPT0012920003
Normal
0.2
CPT0065930003
Tumor
0.2
CPT0006630003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0002370001
Normal
0.1
CPT0012280003
Tumor
0.1
CPT0086820003
Tumor
0.1
CPT0079230003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0079510001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0000780007
Tumor
0.1
CPT0000660001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0000870016
Tumor
0.1
CPT0088630003
Tumor
0.1
CPT0024670003
Tumor
0.1
CPT0014130001
Normal
0.1
CPT0021240003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0086030003
Tumor
0.1
CPT0078800003
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0001350001
Normal
0.1
CPT0009020003
Normal
0.1
CPT0014160003
Tumor
0.1
CPT0015910003
Tumor
0.1
CPT0063330001
Normal
0.1
CPT0025170003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0001550001
Normal
0.1
CPT0012290003
Normal
0.1
CPT0024680001
Normal
0.1
CPT0025350003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0010160003
Tumor
0.1
CPT0006440003
Tumor
0.1
CPT0086950003
Tumor
0.1
CPT0025230003
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0012570003
Normal
0.1
CPT0014370004
Tumor
0.1
CPT0025110003
Tumor
0.1
CPT0013790003
Normal
0.1
CPT0088550004
Tumor
0.0
CPT0078930003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0019130003
Tumor
0.0
CPT0088710001
Normal
0.0
CPT0066470004
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0006900003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0092740003
Normal
0.0
CPT0078670001
Normal
0.0
CPT0065690003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0077140001
Normal
0.0
CPT0078530001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0063320003
Tumor
0.0
CPT0085670003
Tumor
0.0
CPT0088900003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0064370003
Tumor
0.0
CPT0014350001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0001230001
Normal
0.0
CPT0019990003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0088570001
Normal
0.0
CPT0065750003
Tumor
0.0
CPT0012670003
Tumor
0.0
CPT0069010001
Normal
0.0
CPT0088920001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0065820001
Normal
0.0
CPT0001220008
Tumor
0.0
CPT0077490003
Tumor
0.0
CPT0025050003
Tumor
0.0
CPT0020130001
Normal
0.0
CPT0078940001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0079270003
Tumor
0.0
CPT0006730001
Normal
0.0
CPT0087040003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0088640003
Normal
-0.1
CPT0082010001
Normal
-0.1
CPT0076330003
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0092800003
Normal
-0.1
CPT0025610001
Normal
-0.1
CPT0025920001
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0092310003
Normal
-0.1
CPT0066480003
Tumor
-0.1
CPT0023710001
Normal
-0.1
CPT0015810003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0077500001
Normal
-0.1
CPT0079000001
Normal
-0.1
CPT0066430001
Normal
-0.1
CPT0088780001
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0007860003
Tumor
-0.1
CPT0087050003
Normal
-0.1
CPT0010170001
Normal
-0.1
CPT0092290003
Tumor
-0.1
CPT0075560003
Tumor
-0.1
CPT0001500009
Tumor
-0.1
CPT0086370003
Normal
-0.1
CPT0009080003
Normal
-0.1
CPT0092790003
Tumor
-0.1
CPT0077310003
Tumor
-0.1
CPT0081620001
Normal
-0.1
CPT0012770003
Normal
-0.1
CPT0006950001
Normal
-0.1
CPT0014450004
Tumor
-0.1
CPT0000790001
Normal
-0.2
CPT0007470001
Normal
-0.2
CPT0014470001
Normal
-0.2
CPT0025580004
Tumor
-0.2
CPT0078840001
Normal
-0.2
CPT0017410003
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0088480003
Tumor
-0.2
CPT0089480003
Normal
-0.2
CPT0020020001
Normal
-0.2
CPT0065450001
Normal
-0.2
CPT0026420001
Normal
-0.2
CPT0012900004
Tumor
-0.3
CPT0088970003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0084560003
Tumor
-0.3
CPT0002350011
Tumor
-0.4
CPT0002270011
Tumor
-0.5
CPT0079180003
Tumor
-0.7
CPT0078660003
Tumor
-0.7
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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
