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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.
PPP1R7 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
40.2
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
141.0
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
93.6
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
75.0
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
66.2
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
62.4
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
61.7
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
61.1
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
60.0
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
57.8
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
56.0
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
52.5
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
52.2
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
50.5
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
50.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
49.2
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
48.9
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
48.0
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
46.2
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
45.6
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
42.0
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
41.9
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
41.6
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
41.4
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
41.4
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
41.3
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
41.0
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
40.1
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
39.6
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
39.4
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
39.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
37.5
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
37.2
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
36.9
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
35.7
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
34.4
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
32.7
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
32.6
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
32.1
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
31.9
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
31.2
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
30.9
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
29.7
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
29.7
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
29.1
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
28.8
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
28.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
28.3
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
28.2
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
27.5
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
27.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
26.8
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
26.4
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
26.0
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
24.0
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
23.4
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
23.3
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
23.1
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
23.1
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
22.8
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
22.3
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
22.2
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
20.3
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
18.5
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 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.
PPP1R7 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
64.4
Number of samples
521
Samples
Sample
Description
TPM
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
130.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
123.2
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
119.9
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
119.1
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
116.9
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
115.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
115.4
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
113.0
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
112.5
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
105.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
105.0
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
103.7
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
100.6
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
99.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
98.0
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
96.5
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
95.8
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
94.9
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
94.8
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
94.7
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
93.6
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
93.3
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
93.1
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
92.9
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
92.8
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
92.7
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
92.5
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
91.6
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
91.5
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
91.0
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
91.0
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
90.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
89.8
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
89.8
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
89.1
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
88.7
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
88.4
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
88.4
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
88.2
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
87.7
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
87.6
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
87.3
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
87.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
87.3
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
87.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
86.9
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
86.8
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
86.7
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
86.5
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
86.2
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
86.1
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
85.8
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
85.3
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
85.2
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
84.8
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
84.7
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
84.5
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
84.3
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
84.2
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
84.1
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
84.0
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
83.4
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
83.3
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
83.3
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
83.2
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
83.2
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
83.1
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
82.8
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
82.5
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
82.3
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
82.2
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
82.2
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
82.2
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
82.0
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
82.0
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
81.9
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
81.8
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
81.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
81.3
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
81.3
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
81.0
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
80.9
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
80.9
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
80.7
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
80.7
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
80.5
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
80.5
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
80.4
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
80.2
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
80.1
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
80.1
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
80.0
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
79.9
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
79.9
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
79.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
79.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
79.6
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
79.4
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
79.3
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
79.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
78.7
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
78.4
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
78.4
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
78.3
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
78.3
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
78.2
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
78.2
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
78.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
78.0
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
77.9
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
77.9
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
77.6
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
77.5
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
77.4
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
77.4
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
77.2
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
77.2
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
77.1
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
77.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
76.9
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
76.9
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
76.8
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
76.8
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
76.7
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
76.7
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
76.5
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
76.5
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
76.4
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
76.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
76.4
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
76.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
76.3
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
76.2
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
76.1
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
76.1
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
76.1
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
75.9
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
75.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
75.7
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
75.6
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
75.4
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
75.4
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
75.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
75.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
75.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
74.9
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
74.9
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
74.8
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
74.7
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
74.6
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
74.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
74.2
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
74.1
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
74.0
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
74.0
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
73.9
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
73.7
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
73.6
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
73.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
73.5
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
73.5
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
73.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
73.3
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
73.2
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
73.2
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
73.0
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
73.0
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
73.0
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
73.0
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
72.9
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
72.9
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
72.9
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
72.8
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
72.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
72.6
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
72.6
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
72.4
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
72.3
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
72.2
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
72.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
72.1
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
72.1
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
72.0
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
72.0
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
72.0
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
72.0
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
71.9
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
71.9
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
71.8
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
71.7
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
71.7
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
71.6
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
71.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
71.2
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
71.2
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
71.1
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
71.1
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
71.0
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
70.6
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
70.5
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
70.4
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
70.4
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
70.4
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
70.3
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
70.3
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
70.1
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
69.8
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
69.8
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
69.8
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
69.7
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
69.7
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
69.6
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
69.5
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
69.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
69.3
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
69.3
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
69.3
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
69.0
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
69.0
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
68.9
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
68.8
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
68.8
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
68.8
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
68.7
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
68.6
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
68.6
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
68.6
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
68.6
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
68.5
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
68.4
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
68.4
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
68.3
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
68.3
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
68.3
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
68.2
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
68.1
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
68.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
68.0
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
67.8
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
67.7
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
67.6
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
67.6
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
67.3
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
66.8
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
66.5
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
66.2
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
66.2
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
66.1
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
65.9
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
65.8
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
65.7
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
65.7
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
65.6
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
65.5
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
65.4
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
65.3
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
65.2
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
65.1
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
65.0
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
65.0
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
64.8
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
64.7
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
64.6
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
64.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
64.5
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
64.4
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
64.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
64.2
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
64.0
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
63.9
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
63.8
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
63.8
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
63.7
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
63.6
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
63.4
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
63.3
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
63.3
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
63.1
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
63.0
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
63.0
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
62.9
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
62.9
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
62.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
62.7
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
62.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
62.6
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
62.6
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
62.4
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
61.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
61.9
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
61.8
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
61.7
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
61.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
61.6
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
61.5
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
61.3
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
61.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
61.0
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
60.9
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
60.9
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
60.9
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
60.9
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
60.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
60.6
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
60.6
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
60.6
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
60.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
60.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
60.5
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
60.4
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
60.2
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
60.2
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
60.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
60.0
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
59.8
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
59.5
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
59.4
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
59.4
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
59.4
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
59.3
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
59.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
59.1
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
59.0
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
58.9
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
58.8
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
58.6
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
58.6
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
58.5
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
58.5
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
58.3
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
58.1
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
58.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
58.0
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
58.0
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
57.9
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
57.8
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
57.7
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
57.7
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
57.3
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
57.2
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
57.1
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
56.8
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
56.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
56.7
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
56.5
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
56.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
56.5
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
56.4
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
56.2
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
56.1
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
56.1
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
56.0
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
55.8
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
55.5
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
55.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
55.3
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
55.3
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
55.2
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
55.1
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
55.1
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
55.0
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
55.0
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
55.0
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
54.8
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
54.7
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
54.7
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
54.5
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
54.4
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
54.3
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
54.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
54.1
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
54.0
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
53.8
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
53.8
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
53.8
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
53.8
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
53.5
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
53.4
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
53.4
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
53.4
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
53.1
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
53.1
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
53.0
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
53.0
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
52.9
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
52.9
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
52.9
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
52.8
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
52.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
52.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
52.5
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
52.3
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
52.1
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
52.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
51.9
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
51.8
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
51.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
51.7
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
51.4
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
51.4
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
51.3
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
50.9
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
50.9
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
50.8
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
50.8
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
50.8
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
50.7
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
50.7
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
50.6
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
50.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
50.5
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
50.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
50.2
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
49.8
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
49.8
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
49.6
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
49.4
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
49.4
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
49.4
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
49.0
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
48.7
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
48.7
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
48.6
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
48.4
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
48.0
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
47.6
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
47.3
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
47.2
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
47.2
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
47.0
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
46.9
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
46.7
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
46.3
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
46.3
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
46.2
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
46.1
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
46.1
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
46.0
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
45.9
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
45.9
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
45.9
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
45.9
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
45.8
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
45.7
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
45.7
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
45.7
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
45.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
45.3
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
45.2
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
45.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
45.0
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
44.9
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
44.8
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
44.7
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
44.7
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
44.6
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
44.4
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
44.3
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
44.2
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
44.0
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
43.9
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
43.8
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
43.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
43.3
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
43.0
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
42.2
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
42.0
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
41.9
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
41.8
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
41.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
41.1
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
41.1
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
41.1
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
41.1
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
40.2
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
40.1
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
39.9
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
39.8
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
39.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
38.6
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
38.5
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
38.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
38.1
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
38.0
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
37.4
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
37.4
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
37.2
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
36.8
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
36.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
36.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
36.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
36.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
36.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
35.8
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
35.6
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
35.4
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
35.3
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
34.7
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
33.7
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
32.2
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
32.2
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
32.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
31.8
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
31.6
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
31.1
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
30.8
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
30.6
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
29.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
28.7
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
28.3
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
27.9
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
27.1
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
25.9
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
25.6
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
24.7
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
24.6
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
24.4
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
24.3
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
21.1
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
20.7
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.
PPP1R7 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
64.6
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
107.4
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
103.4
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
100.4
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
95.2
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
93.2
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
90.1
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
89.3
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
88.6
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
88.3
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
87.0
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
86.2
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
85.3
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
84.7
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
84.1
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
82.5
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
80.7
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
80.6
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
80.2
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
79.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
78.4
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
77.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
77.7
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
77.3
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
77.3
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
75.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
74.8
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
74.7
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
74.3
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
74.3
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
74.2
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
73.4
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
72.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
72.1
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
71.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
70.9
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
70.5
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
69.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
68.9
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
68.8
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
68.6
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
68.4
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
68.4
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
67.8
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
67.8
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
67.5
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
66.6
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
65.8
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
65.7
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
65.2
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
64.4
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
64.0
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
63.6
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
63.0
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
62.5
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
62.3
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
62.2
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
62.2
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
61.6
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
61.1
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
61.0
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
60.2
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
60.1
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
60.1
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
60.1
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
59.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
59.7
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
58.6
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
58.4
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
57.4
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
57.1
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
55.6
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
55.3
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
55.3
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
54.3
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
54.3
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
52.6
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
52.2
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
52.2
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
51.5
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
51.2
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
50.6
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
50.4
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
50.2
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
49.9
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
49.7
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
46.7
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
46.7
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
44.5
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
42.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
41.5
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
40.2
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
40.1
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
38.8
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
37.8
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
36.9
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
34.4
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
29.7
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
29.2
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
29.0
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 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.
PPP1R7 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
67.7
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
159.7
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
151.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
148.9
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
145.1
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
140.7
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
134.6
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
128.8
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
128.0
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
125.9
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
125.7
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
121.4
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
119.3
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
118.8
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
116.0
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
115.2
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
114.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
110.7
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
110.2
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
109.0
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
108.7
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
108.1
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
108.1
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
106.0
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
105.4
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
104.5
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
103.5
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
101.7
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
99.5
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
99.0
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
98.4
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
97.0
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
96.9
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
95.9
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
95.6
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
95.6
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
95.1
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
91.9
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
91.5
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
90.7
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
90.6
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
90.2
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
89.3
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
88.5
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
88.3
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
88.0
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
87.9
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
86.4
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
86.2
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
86.1
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
86.0
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
85.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
85.6
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
85.6
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
85.3
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
85.3
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
84.1
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
84.1
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
83.3
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
82.9
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
82.5
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
81.8
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
80.1
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
79.9
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
79.3
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
79.1
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
79.0
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
79.0
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
78.9
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
78.8
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
78.7
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
78.6
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
78.5
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
77.7
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
77.6
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
76.9
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
76.6
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
76.0
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
75.9
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
75.8
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
75.7
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
75.6
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
75.5
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
75.4
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
74.4
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
74.4
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
74.1
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
73.3
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
73.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
72.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
72.2
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
72.0
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
72.0
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
71.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
71.7
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
71.5
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
71.4
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
71.4
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
71.3
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
71.3
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
71.1
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
70.9
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
70.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
70.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
70.5
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
70.5
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
70.4
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
70.2
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
70.1
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
70.0
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
69.8
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
69.5
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
69.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
69.4
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
68.9
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
68.8
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
68.7
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
68.6
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
68.5
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
68.4
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
67.7
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
67.4
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
67.3
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
67.2
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
67.1
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
66.8
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
66.7
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
66.6
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
66.4
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
66.4
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
66.1
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
66.0
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
66.0
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
65.4
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
65.4
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
65.3
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
65.3
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
65.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
65.1
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
65.0
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
64.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
64.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
64.3
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
64.0
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
63.6
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
63.5
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
63.5
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
63.0
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
62.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
62.6
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
62.6
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
62.6
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
62.0
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
61.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
61.9
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
61.8
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
61.7
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
61.7
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
61.2
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
61.1
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
61.0
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
60.9
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
60.8
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
60.6
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
60.6
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
60.5
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
60.3
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
60.0
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
59.9
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
59.5
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
59.5
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
59.0
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
58.9
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
58.9
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
58.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
58.5
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
58.0
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
57.8
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
57.7
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
57.4
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
57.3
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
56.9
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
56.6
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
56.5
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
56.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
56.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
56.0
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
55.8
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
55.8
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
55.7
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
55.7
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
55.4
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
55.3
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
55.1
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
55.0
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
54.9
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
53.8
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
53.8
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
53.7
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
53.5
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
53.2
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
53.2
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
53.2
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
52.9
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
52.8
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
52.4
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
52.4
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
52.4
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
52.3
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
52.0
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
52.0
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
52.0
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
51.8
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
51.6
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
51.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
51.3
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
51.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
51.0
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
50.9
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
50.8
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
50.7
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
50.7
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
49.9
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
49.9
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
49.6
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
49.3
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
49.2
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
49.0
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
48.9
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
48.7
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
48.6
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
47.9
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
47.7
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
47.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
47.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
46.6
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
46.5
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
46.2
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
46.2
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
46.0
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
45.4
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
45.3
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
45.2
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
45.1
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
44.7
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
44.6
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
43.8
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
43.6
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
43.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
43.3
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
43.0
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
42.5
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
42.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
42.2
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
41.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
41.1
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
40.7
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
40.5
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
40.4
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
40.4
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
40.1
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
40.0
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
39.9
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
39.5
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
39.4
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
38.4
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
38.4
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
37.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
37.7
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
37.5
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
37.3
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
35.9
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
35.8
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
34.1
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
33.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
33.5
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
32.5
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
32.3
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
31.8
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
30.5
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
28.9
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
22.2
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
14.7
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0000640003
Tumor
0.6
CPT0001500009
Tumor
0.6
CPT0009000003
Tumor
0.5
CPT0086030003
Tumor
0.5
CPT0078990003
Tumor
0.5
CPT0065930003
Tumor
0.5
CPT0009060003
Tumor
0.5
CPT0017410003
Tumor
0.5
CPT0088690003
Tumor
0.4
CPT0079480003
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0019990003
Tumor
0.4
CPT0006440003
Tumor
0.4
CPT0006630003
Tumor
0.4
CPT0015730003
Tumor
0.4
CPT0077310003
Tumor
0.4
CPT0012900004
Tumor
0.4
CPT0014160003
Tumor
0.3
CPT0012550003
Tumor
0.3
CPT0015810003
Tumor
0.3
CPT0007860003
Tumor
0.3
CPT0077110003
Tumor
0.3
CPT0001340003
Tumor
0.3
CPT0000780007
Tumor
0.3
CPT0026410003
Tumor
0.3
CPT0025290003
Tumor
0.3
CPT0025050003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0024680001
Normal
0.2
CPT0086950003
Tumor
0.2
CPT0012280003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0063320003
Tumor
0.2
CPT0007320003
Tumor
0.2
CPT0025350003
Tumor
0.2
CPT0065690003
Tumor
0.2
CPT0010160003
Tumor
0.2
CPT0064370003
Tumor
0.2
CPT0077500001
Normal
0.2
CPT0071150004
Tumor
0.2
CPT0000870016
Tumor
0.2
CPT0025170003
Tumor
0.2
CPT0024670003
Tumor
0.2
CPT0087040003
Tumor
0.2
CPT0065750003
Tumor
0.2
CPT0079510001
Normal
0.2
CPT0077490003
Tumor
0.2
CPT0088900003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0079380003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0092160003
Tumor
0.2
CPT0078930003
Tumor
0.1
CPT0012770003
Normal
0.1
CPT0069160003
Tumor
0.1
CPT0019130003
Tumor
0.1
CPT0002350011
Tumor
0.1
CPT0014370004
Tumor
0.1
CPT0012370003
Tumor
0.1
CPT0088480003
Tumor
0.1
CPT0009080003
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0081600003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0012570003
Normal
0.1
CPT0001220008
Tumor
0.1
CPT0002370001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0009020003
Normal
0.1
CPT0092290003
Tumor
0.1
CPT0066470004
Tumor
0.1
CPT0081880003
Tumor
0.1
CPT0085670003
Tumor
0.1
CPT0089020003
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0020120003
Tumor
0.1
CPT0018250001
Normal
0.1
CPT0014350001
Normal
0.1
CPT0014450004
Tumor
0.1
CPT0078530001
Normal
0.1
CPT0023710001
Normal
0.1
CPT0012090003
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0010120001
Normal
0.1
CPT0086360003
Tumor
0.1
CPT0092790003
Tumor
0.1
CPT0010170001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0088550004
Tumor
0.1
CPT0020130001
Normal
0.1
CPT0006730001
Normal
0.1
CPT0079000001
Normal
0.1
CPT0020020001
Normal
0.1
CPT0065450001
Normal
0.1
CPT0012920003
Normal
0.0
CPT0078670001
Normal
0.0
CPT0076350001
Normal
0.0
CPT0081990003
Tumor
0.0
CPT0077140001
Normal
0.0
CPT0075560003
Tumor
0.0
CPT0078940001
Normal
0.0
CPT0088970003
Tumor
0.0
CPT0023690003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0025880003
Tumor
0.0
CPT0064400001
Normal
0.0
CPT0082010001
Normal
0.0
CPT0069010001
Normal
0.0
CPT0011240003
Tumor
0.0
CPT0081620001
Normal
0.0
CPT0078800003
Tumor
0.0
CPT0075570001
Normal
0.0
CPT0000790001
Normal
0.0
CPT0065870003
Tumor
0.0
CPT0076330003
Tumor
0.0
CPT0092310003
Normal
0.0
CPT0092740003
Normal
0.0
CPT0075130003
Tumor
0.0
CPT0063640001
Normal
0.0
CPT0065430003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0026420001
Normal
0.0
CPT0078830003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0000890001
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0012080003
Tumor
0.0
CPT0007870001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0092190003
Normal
0.0
CPT0066520001
Normal
0.0
CPT0025920001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0010110003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0079430001
Normal
0.0
CPT0089480003
Normal
0.0
CPT0079300001
Normal
0.0
CPT0092730003
Tumor
0.0
CPT0084560003
Tumor
0.0
CPT0025060001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0086870003
Tumor
0.0
CPT0087050003
Normal
0.0
CPT0092800003
Normal
0.0
CPT0017450001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0023360001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0014470001
Normal
0.0
CPT0007470001
Normal
0.0
CPT0078840001
Normal
0.0
CPT0001230001
Normal
-0.1
CPT0086890003
Normal
-0.1
CPT0086970003
Normal
-0.1
CPT0088500001
Normal
-0.1
CPT0088640003
Normal
-0.1
CPT0089040001
Normal
-0.1
CPT0002270011
Tumor
-0.1
CPT0077320001
Normal
-0.1
CPT0088630003
Tumor
-0.1
CPT0075720003
Tumor
-0.1
CPT0001190001
Normal
-0.1
CPT0001260009
Tumor
-0.1
CPT0001350001
Normal
-0.1
CPT0001270001
Normal
-0.1
CPT0088920001
Normal
-0.1
CPT0086820003
Tumor
-0.1
CPT0014130001
Normal
-0.1
CPT0084590001
Normal
-0.1
CPT0012290003
Normal
-0.1
CPT0088570001
Normal
-0.1
CPT0006530001
Normal
-0.1
CPT0069190001
Normal
-0.1
CPT0086830003
Normal
-0.1
CPT0065820001
Normal
-0.1
CPT0089460004
Tumor
-0.1
CPT0025230003
Tumor
-0.1
CPT0075170001
Normal
-0.1
CPT0023350003
Tumor
-0.2
CPT0017850003
Tumor
-0.2
CPT0079180003
Tumor
-0.2
CPT0025580004
Tumor
-0.2
CPT0063630003
Tumor
-0.2
CPT0015910003
Tumor
-0.3
CPT0006900003
Tumor
-0.3
CPT0011410003
Tumor
-0.3
CPT0012180003
Tumor
-0.3
CPT0069000003
Tumor
-0.3
CPT0078660003
Tumor
-0.4
CPT0001180009
Tumor
-0.4
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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
